From cf7461ffeb4f53f3f50c9c692a2e4fdcecf17e82 Mon Sep 17 00:00:00 2001
From: Agando <roduccomm@gmail.com>
Date: Thu, 9 Jul 2026 06:00:32 +0200
Subject: auto: 2026-07-09_06:00 changes

---
 chat/chat-modules.js                               |  177 +
 chat/chat-ui.html                                  |    2 +
 cheatsheet.html                                    |   10 +
 downloads/CopyShader.js                            |   47 +
 downloads/EffectComposer.js                        |  284 ++
 downloads/GLTFLoader.js                            | 3629 ++++++++++++++++++++
 downloads/LuminosityHighPassShader.js              |   71 +
 downloads/RenderPass.js                            |   74 +
 downloads/ShaderPass.js                            |   63 +
 downloads/TransformControls.js                     | 1471 ++++++++
 downloads/UnrealBloomPass.js                       |  366 ++
 downloads/dashboard.html                           |  643 ++++
 .../evolution_plan/gunes-uygarligi-gercekci.html   |  197 ++
 .../evolution_plan/gunes-uygarligi-newos4.html     |  135 +
 .../evolution_plan/gunes-uygarligi-sistem.html     |  403 +++
 downloads/evolution_plan/presentation.html         |  812 +++++
 downloads/evolution_plan/system_review.html        |  829 +++++
 downloads/gunes-uygarligi.html                     | 1379 ++++++++
 downloads/gunes-uygarligi/makale.html              |  877 +++++
 downloads/kb.html                                  |  481 +++
 downloads/memory/newos-architecture-3d.html        |  612 ++++
 downloads/memory/release-arc-3d.html               |  384 +++
 downloads/system-analysis-report.html              |  556 +++
 downloads/system-review-v4.6.00.html               |  603 ++++
 downloads/system-review-v4.6.02.html               |  767 +++++
 downloads/system/program-specs.html                |  265 ++
 .../research-self-improving-ai-2025-2026.html      |  716 ++++
 downloads/system/roadmap.html                      |  243 ++
 downloads/system/system-review-v4.6.00.html        |  603 ++++
 downloads/system/system-review-v4.6.02-public.html |  850 +++++
 downloads/system/system-review-v4.6.02.html        |  767 +++++
 downloads/webX11AI_usecases.html                   | 1006 ++++++
 help.html                                          |   34 +-
 main.html                                          |  112 +-
 modules/_write-probe.txt                           |    1 +
 modules/core/core-bundle.js                        | 3434 +++++++++++++++---
 modules/core/module-aiassist.js                    |  934 ++++-
 modules/core/module-chatstudio.js                  |    3 +-
 modules/core/module-debug-supervisor.js            |  701 ++++
 modules/core/module-duckduckgo.js                  |   38 -
 modules/core/module-dynamicprompts.js              |  102 -
 modules/core/module-io.js                          |   80 -
 modules/core/module-leases.js                      |   17 +-
 modules/core/module-loader.js                      |    2 +-
 modules/core/module-memory-graph.js                |  303 +-
 modules/core/module-my.js                          |   82 -
 modules/core/module-neural-vfs.js                  |   58 +-
 modules/core/module-orchestrator.js                |  140 +-
 modules/core/module-smartctx.js                    |  112 +
 modules/core/module-world-model.js                 |   96 +-
 modules/core/ollama-manager.js                     |    2 +-
 modules/core/terminal.js                           |  291 +-
 modules/core/virtual-fs.js                         |   12 +-
 modules/ext/critical-ext-bundle.js                 |  315 +-
 modules/ext/shell.js                               |  315 +-
 modules/ext/skill-pack-core.js                     |  298 ++
 modules/ext/three.js                               | 1411 +++++++-
 modules/ext/tutorial.js                            |    6 +-
 modules/ext/voice.js                               |   91 +-
 review-glm5.2.html                                 |  329 ++
 review-kimi2.7.html                                |  307 ++
 roadmap.html                                       |  971 ++++++
 scripts/rebuild-bundles.py                         |    4 +
 skills/advanced-web-research-workflow.json         |   16 +
 skills/agent-orchestration.json                    |    4 +-
 skills/agentic-loop-optimization.json              |    6 +-
 skills/backup-and-restore.json                     |    4 +-
 skills/caveman.json                                |   18 +
 skills/cron-maintenance-scheduler.json             |   15 +
 skills/debug-deep-dive.json                        |   14 +
 skills/debug-panel-and-logs.json                   |    4 +-
 skills/dependency-graph.json                       |   14 +
 skills/floating-ui.json                            |    4 +-
 skills/loop-lesson-1783274464602.json              |   14 +
 skills/loop-lesson-1783286927647.json              |   14 +
 skills/loop-lesson-1783303515474.json              |   14 +
 skills/memory-graph-update.json                    |   12 +-
 skills/mindmap-user-guide.json                     |    4 +-
 skills/mindmap-workflow.json                       |    4 +-
 skills/mobile-html-system-analyzer.json            |   15 +
 skills/module-audit-and-test.json                  |   13 +-
 skills/module-management.json                      |    4 +-
 skills/navigating-the-terminal.json                |    4 +-
 skills/navigating-the-terminal.md                  |   37 +-
 skills/performance-regression-protocol.json        |   15 +
 skills/role-archetype-framework.json               |   12 +-
 skills/role-research-analyst.json                  |   15 +
 skills/role-security-auditor.json                  |   15 +
 skills/security-and-safety.json                    |    4 +-
 skills/semantic-dependency-audit.json              |   15 +
 skills/skills-system-guide.json                    |    4 +-
 skills/smart-context-management.json               |   14 +
 skills/suggestion-engine.json                      |   13 +-
 skills/system-audit.json                           |   14 +
 skills/system-maintenance.json                     |    4 +-
 skills/vfs-optimizer.json                          |   14 +
 skills/web-search-and-fetch.json                   |    4 +-
 skills/webdav-operations.json                      |    4 +-
 98 files changed, 28977 insertions(+), 1327 deletions(-)
 create mode 100644 downloads/CopyShader.js
 create mode 100644 downloads/EffectComposer.js
 create mode 100644 downloads/GLTFLoader.js
 create mode 100644 downloads/LuminosityHighPassShader.js
 create mode 100644 downloads/RenderPass.js
 create mode 100644 downloads/ShaderPass.js
 create mode 100644 downloads/TransformControls.js
 create mode 100644 downloads/UnrealBloomPass.js
 create mode 100644 downloads/dashboard.html
 create mode 100644 downloads/evolution_plan/gunes-uygarligi-gercekci.html
 create mode 100644 downloads/evolution_plan/gunes-uygarligi-newos4.html
 create mode 100644 downloads/evolution_plan/gunes-uygarligi-sistem.html
 create mode 100644 downloads/evolution_plan/presentation.html
 create mode 100644 downloads/evolution_plan/system_review.html
 create mode 100644 downloads/gunes-uygarligi.html
 create mode 100644 downloads/gunes-uygarligi/makale.html
 create mode 100644 downloads/kb.html
 create mode 100644 downloads/memory/newos-architecture-3d.html
 create mode 100644 downloads/memory/release-arc-3d.html
 create mode 100644 downloads/system-analysis-report.html
 create mode 100644 downloads/system-review-v4.6.00.html
 create mode 100644 downloads/system-review-v4.6.02.html
 create mode 100644 downloads/system/program-specs.html
 create mode 100644 downloads/system/research-self-improving-ai-2025-2026.html
 create mode 100644 downloads/system/roadmap.html
 create mode 100644 downloads/system/system-review-v4.6.00.html
 create mode 100644 downloads/system/system-review-v4.6.02-public.html
 create mode 100644 downloads/system/system-review-v4.6.02.html
 create mode 100644 downloads/webX11AI_usecases.html
 create mode 100644 modules/_write-probe.txt
 create mode 100644 modules/core/module-debug-supervisor.js
 delete mode 100644 modules/core/module-duckduckgo.js
 delete mode 100644 modules/core/module-dynamicprompts.js
 delete mode 100644 modules/core/module-io.js
 delete mode 100644 modules/core/module-my.js
 create mode 100644 review-glm5.2.html
 create mode 100644 review-kimi2.7.html
 create mode 100644 roadmap.html
 create mode 100644 skills/advanced-web-research-workflow.json
 create mode 100644 skills/caveman.json
 create mode 100644 skills/cron-maintenance-scheduler.json
 create mode 100644 skills/debug-deep-dive.json
 create mode 100644 skills/dependency-graph.json
 create mode 100644 skills/loop-lesson-1783274464602.json
 create mode 100644 skills/loop-lesson-1783286927647.json
 create mode 100644 skills/loop-lesson-1783303515474.json
 create mode 100644 skills/mobile-html-system-analyzer.json
 create mode 100644 skills/performance-regression-protocol.json
 create mode 100644 skills/role-research-analyst.json
 create mode 100644 skills/role-security-auditor.json
 create mode 100644 skills/semantic-dependency-audit.json
 create mode 100644 skills/smart-context-management.json
 create mode 100644 skills/system-audit.json
 create mode 100644 skills/vfs-optimizer.json

diff --git a/chat/chat-modules.js b/chat/chat-modules.js
index 295c7c9..e85cdff 100644
--- a/chat/chat-modules.js
+++ b/chat/chat-modules.js
@@ -398,3 +398,180 @@ function importModules() {
 if (document.getElementById('chat-overlay')) {
     loadModules();
 }
+
+// ═══ TTS + SST Integration ═══
+var _chatTTS = false;
+var _chatVoices = [];
+var _chatMicRecording = false;
+var _chatMediaRecorder = null;
+var _chatAudioChunks = [];
+var _chatRecordingTimeout = null;
+var _chatSTTEndpoint = '/vmai-api/stt';
+
+// Pre-load voices
+if (typeof speechSynthesis !== 'undefined') {
+    _chatVoices = speechSynthesis.getVoices() || [];
+    if (_chatVoices.length === 0) {
+        speechSynthesis.onvoiceschanged = function() {
+            _chatVoices = speechSynthesis.getVoices() || [];
+        };
+    }
+}
+
+function toggleChatTTS() {
+    _chatTTS = !_chatTTS;
+    var btn = document.getElementById('chat-tts-btn');
+    if (btn) {
+        btn.style.borderColor = _chatTTS ? 'var(--success-color)' : '';
+        btn.style.color = _chatTTS ? 'var(--success-color)' : '';
+    }
+    if (typeof addLog === 'function') addLog('TTS ' + (_chatTTS ? 'ON' : 'OFF'));
+    if (typeof showToast === 'function') showToast('🔊 TTS ' + (_chatTTS ? 'ON' : 'OFF'));
+}
+
+function chatSpeakText(text) {
+    if (!_chatTTS || typeof speechSynthesis === 'undefined') return;
+    speechSynthesis.cancel();
+    var clean = text.replace(/```[\s\S]*?```/g, ' code block ').replace(/[*_#|`>]/g, '').replace(/\n+/g, '. ').trim();
+    if (!clean) return;
+    function doSpeak(txt) {
+        var utter = new SpeechSynthesisUtterance(txt);
+        utter.rate = 1.0;
+        utter.pitch = 1.0;
+        var voice = _chatVoices.find(function(v) { return v.lang && v.lang.startsWith('en'); }) || (_chatVoices.length > 0 ? _chatVoices[0] : null);
+        if (voice) utter.voice = voice;
+        if (_chatVoices.length === 0) {
+            var spoken = false;
+            speechSynthesis.onvoiceschanged = function() {
+                if (spoken) return; spoken = true;
+                _chatVoices = speechSynthesis.getVoices() || [];
+                var v = _chatVoices.find(function(v) { return v.lang && v.lang.startsWith('en'); }) || _chatVoices[0];
+                if (v) utter.voice = v;
+                speechSynthesis.cancel(); speechSynthesis.speak(utter);
+                speechSynthesis.onvoiceschanged = null;
+            };
+            setTimeout(function() {
+                if (!spoken) { spoken = true; speechSynthesis.onvoiceschanged = null; speechSynthesis.cancel(); speechSynthesis.speak(utter); }
+            }, 2000);
+        } else {
+            speechSynthesis.speak(utter);
+        }
+    }
+    if (clean.length > 500) {
+        var chunks = clean.match(/.{1,500}/g);
+        for (var i = 0; i < chunks.length; i++) doSpeak(chunks[i]);
+    } else {
+        doSpeak(clean);
+    }
+}
+
+function toggleChatMic() {
+    if (_chatMicRecording) {
+        stopChatRecording();
+    } else {
+        startChatRecording();
+    }
+}
+
+function startChatRecording() {
+    if (!navigator.mediaDevices || !navigator.mediaDevices.getUserMedia) {
+        if (typeof showToast === 'function') showToast('🎤 Audio recording not supported');
+        return;
+    }
+    _chatMicRecording = true;
+    _chatAudioChunks = [];
+    var btn = document.getElementById('chat-mic-btn');
+    if (btn) { btn.textContent = '🔴'; btn.style.borderColor = 'var(--success-color)'; btn.style.color = 'var(--success-color)'; }
+    if (typeof addLog === 'function') addLog('🎤 Recording... (tap mic again to stop)');
+
+    navigator.mediaDevices.getUserMedia({ audio: true })
+        .then(function(stream) {
+            var mimeType = MediaRecorder.isTypeSupported('audio/webm;codecs=opus') ? 'audio/webm;codecs=opus'
+                : MediaRecorder.isTypeSupported('audio/webm') ? 'audio/webm' : '';
+            _chatMediaRecorder = new MediaRecorder(stream, mimeType ? { mimeType: mimeType } : {});
+            _chatMediaRecorder.ondataavailable = function(e) { if (e.data.size > 0) _chatAudioChunks.push(e.data); };
+            _chatMediaRecorder.onstop = function() {
+                stream.getTracks().forEach(function(t) { t.stop(); });
+                transcribeChatAudio();
+            };
+            _chatMediaRecorder.start();
+            _chatRecordingTimeout = setTimeout(function() {
+                if (_chatMediaRecorder && _chatMediaRecorder.state === 'recording') _chatMediaRecorder.stop();
+            }, 10000);
+        })
+        .catch(function(err) {
+            if (typeof showToast === 'function') showToast('🎤 Mic denied: ' + err.message);
+            _chatMicRecording = false;
+            var btn = document.getElementById('chat-mic-btn');
+            if (btn) { btn.textContent = '🎤'; btn.style.borderColor = ''; btn.style.color = ''; }
+        });
+}
+
+function stopChatRecording() {
+    if (_chatMediaRecorder && _chatMediaRecorder.state === 'recording') {
+        _chatMediaRecorder.stop();
+        clearTimeout(_chatRecordingTimeout);
+    }
+    _chatMicRecording = false;
+    var btn = document.getElementById('chat-mic-btn');
+    if (btn) { btn.textContent = '🎤'; btn.style.borderColor = ''; btn.style.color = ''; }
+}
+
+function transcribeChatAudio() {
+    var blob = new Blob(_chatAudioChunks, { type: _chatMediaRecorder ? _chatMediaRecorder.mimeType || 'audio/webm' : 'audio/webm' });
+    if (blob.size < 100) {
+        if (typeof addLog === 'function') addLog('🎤 No audio detected');
+        return;
+    }
+    if (typeof addLog === 'function') addLog('🎤 Transcribing...');
+    var reader = new FileReader();
+    reader.onload = async function() {
+        try {
+            var ctx = new (window.AudioContext || window.webkitAudioContext)();
+            var audioBuffer = await ctx.decodeAudioData(reader.result);
+            var pcmData = chatAudioBufferToWav(audioBuffer);
+            var b64 = btoa(String.fromCharCode.apply(null, new Uint8Array(pcmData)));
+            var resp = await fetch(_chatSTTEndpoint, {
+                method: 'POST',
+                headers: { 'Content-Type': 'application/json' },
+                body: JSON.stringify({ audio: b64, sample_rate: 16000 })
+            });
+            var data = await resp.json();
+            var text = (data.text || '').trim();
+            if (text) {
+                if (typeof addLog === 'function') addLog('🎤 Recognized: "' + text + '"');
+                var input = document.getElementById('chatInput');
+                if (input) { input.value = text; input.focus(); }
+            } else {
+                if (typeof addLog === 'function') addLog('🎤 No speech detected');
+            }
+        } catch (err) {
+            if (typeof addLog === 'function') addLog('🎤 Transcription error: ' + err.message);
+        }
+    };
+    reader.readAsArrayBuffer(blob);
+}
+
+function chatAudioBufferToWav(audioBuffer) {
+    var targetSampleRate = 16000;
+    var src = audioBuffer.getChannelData(0);
+    var srcRate = audioBuffer.sampleRate;
+    var ratio = srcRate / targetSampleRate;
+    var newLen = Math.round(src.length / ratio);
+    var pcm = new Int16Array(newLen);
+    for (var i = 0; i < newLen; i++) {
+        var srcIdx = Math.round(i * ratio);
+        var sample = Math.max(-1, Math.min(1, src[Math.min(srcIdx, src.length - 1)]));
+        pcm[i] = sample < 0 ? sample * 0x8000 : sample * 0x7FFF;
+    }
+    var buffer = new ArrayBuffer(44 + pcm.byteLength);
+    var view = new DataView(buffer);
+    var writeStr = function(off, str) { for (var j = 0; j < str.length; j++) view.setUint8(off + j, str.charCodeAt(j)); };
+    writeStr(0, 'RIFF'); view.setUint32(4, 36 + pcm.byteLength, true); writeStr(8, 'WAVE');
+    writeStr(12, 'fmt '); view.setUint32(16, 16, true); view.setUint16(20, 1, true); view.setUint16(22, 1, true);
+    view.setUint32(24, targetSampleRate, true); view.setUint32(28, targetSampleRate * 2, true);
+    view.setUint16(32, 2, true); view.setUint16(34, 16, true);
+    writeStr(36, 'data'); view.setUint32(40, pcm.byteLength, true);
+    new Uint8Array(buffer, 44).set(new Uint8Array(pcm.buffer));
+    return buffer;
+}
diff --git a/chat/chat-ui.html b/chat/chat-ui.html
index 5b8e421..2f53a3a 100644
--- a/chat/chat-ui.html
+++ b/chat/chat-ui.html
@@ -5,6 +5,8 @@
       <span class="header-brand">🤖 WebX11 AI</span>
     </div>
     <div class="header-actions">
+      <button class="btn btn-secondary btn-sm" id="chat-tts-btn" onclick="toggleChatTTS()" title="Text-to-speech toggle">🔊</button>
+      <button class="btn btn-secondary btn-sm" id="chat-mic-btn" onclick="toggleChatMic()" title="Voice input (speech-to-text)">🎤</button>
       <button class="btn btn-secondary btn-sm" onclick="openSettingsModal()" title="Settings">⚙️</button>
       <select class="model-select" id="modelSelect" title="Select AI Model">
         <option value="">Loading...</option>
diff --git a/cheatsheet.html b/cheatsheet.html
index 5bbcd24..88250ac 100644
--- a/cheatsheet.html
+++ b/cheatsheet.html
@@ -83,6 +83,16 @@ pre{background:var(--bg2);border:1px solid var(--border);border-radius:var(--rad
 <div class="item"><span class="cmd">archive-read &lt;file&gt;</span><span class="desc">View an archive</span></div>
 </div>
 
+<h3>🔍 Debug Supervisor</h3>
+<div class="cmd-grid">
+<div class="item"><span class="cmd">debug-stats</span><span class="desc">Error summary (total, unique, clusters)</span></div>
+<div class="item"><span class="cmd">debug-history [n]</span><span class="desc">Show last N errors</span></div>
+<div class="item"><span class="cmd">debug-analyze &lt;hash&gt;</span><span class="desc">Root-cause analysis</span></div>
+<div class="item"><span class="cmd">debug-trends [days]</span><span class="desc">Error frequency over time</span></div>
+<div class="item"><span class="cmd">debug-fix &lt;hash&gt;</span><span class="desc">Suggest/apply fix</span></div>
+<div class="item"><span class="cmd">debug-health</span><span class="desc">Supervisor health check</span></div>
+</div>
+
 <h2>🧩 Modules</h2>
 <div class="grid">
 <div class="item"><span class="cmd">modules / listmods</span><span class="desc">List loaded modules</span></div>
diff --git a/downloads/CopyShader.js b/downloads/CopyShader.js
new file mode 100644
index 0000000..2e89bee
--- /dev/null
+++ b/downloads/CopyShader.js
@@ -0,0 +1,47 @@
+( function () {
+
+	/**
+ * Full-screen textured quad shader
+ */
+	var CopyShader = {
+		uniforms: {
+			'tDiffuse': {
+				value: null
+			},
+			'opacity': {
+				value: 1.0
+			}
+		},
+		vertexShader:
+  /* glsl */
+  `
+
+		varying vec2 vUv;
+
+		void main() {
+
+			vUv = uv;
+			gl_Position = projectionMatrix * modelViewMatrix * vec4( position, 1.0 );
+
+		}`,
+		fragmentShader:
+  /* glsl */
+  `
+
+		uniform float opacity;
+
+		uniform sampler2D tDiffuse;
+
+		varying vec2 vUv;
+
+		void main() {
+
+			vec4 texel = texture2D( tDiffuse, vUv );
+			gl_FragColor = opacity * texel;
+
+		}`
+	};
+
+	THREE.CopyShader = CopyShader;
+
+} )();
diff --git a/downloads/EffectComposer.js b/downloads/EffectComposer.js
new file mode 100644
index 0000000..e7054ca
--- /dev/null
+++ b/downloads/EffectComposer.js
@@ -0,0 +1,284 @@
+( function () {
+
+	class EffectComposer {
+
+		constructor( renderer, renderTarget ) {
+
+			this.renderer = renderer;
+
+			if ( renderTarget === undefined ) {
+
+				const parameters = {
+					minFilter: THREE.LinearFilter,
+					magFilter: THREE.LinearFilter,
+					format: THREE.RGBAFormat
+				};
+				const size = renderer.getSize( new THREE.Vector2() );
+				this._pixelRatio = renderer.getPixelRatio();
+				this._width = size.width;
+				this._height = size.height;
+				renderTarget = new THREE.WebGLRenderTarget( this._width * this._pixelRatio, this._height * this._pixelRatio, parameters );
+				renderTarget.texture.name = 'EffectComposer.rt1';
+
+			} else {
+
+				this._pixelRatio = 1;
+				this._width = renderTarget.width;
+				this._height = renderTarget.height;
+
+			}
+
+			this.renderTarget1 = renderTarget;
+			this.renderTarget2 = renderTarget.clone();
+			this.renderTarget2.texture.name = 'EffectComposer.rt2';
+			this.writeBuffer = this.renderTarget1;
+			this.readBuffer = this.renderTarget2;
+			this.renderToScreen = true;
+			this.passes = []; // dependencies
+
+			if ( THREE.CopyShader === undefined ) {
+
+				console.error( 'THREE.EffectComposer relies on THREE.CopyShader' );
+
+			}
+
+			if ( THREE.ShaderPass === undefined ) {
+
+				console.error( 'THREE.EffectComposer relies on THREE.ShaderPass' );
+
+			}
+
+			this.copyPass = new THREE.ShaderPass( THREE.CopyShader );
+			this.clock = new THREE.Clock();
+
+		}
+
+		swapBuffers() {
+
+			const tmp = this.readBuffer;
+			this.readBuffer = this.writeBuffer;
+			this.writeBuffer = tmp;
+
+		}
+
+		addPass( pass ) {
+
+			this.passes.push( pass );
+			pass.setSize( this._width * this._pixelRatio, this._height * this._pixelRatio );
+
+		}
+
+		insertPass( pass, index ) {
+
+			this.passes.splice( index, 0, pass );
+			pass.setSize( this._width * this._pixelRatio, this._height * this._pixelRatio );
+
+		}
+
+		removePass( pass ) {
+
+			const index = this.passes.indexOf( pass );
+
+			if ( index !== - 1 ) {
+
+				this.passes.splice( index, 1 );
+
+			}
+
+		}
+
+		isLastEnabledPass( passIndex ) {
+
+			for ( let i = passIndex + 1; i < this.passes.length; i ++ ) {
+
+				if ( this.passes[ i ].enabled ) {
+
+					return false;
+
+				}
+
+			}
+
+			return true;
+
+		}
+
+		render( deltaTime ) {
+
+			// deltaTime value is in seconds
+			if ( deltaTime === undefined ) {
+
+				deltaTime = this.clock.getDelta();
+
+			}
+
+			const currentRenderTarget = this.renderer.getRenderTarget();
+			let maskActive = false;
+
+			for ( let i = 0, il = this.passes.length; i < il; i ++ ) {
+
+				const pass = this.passes[ i ];
+				if ( pass.enabled === false ) continue;
+				pass.renderToScreen = this.renderToScreen && this.isLastEnabledPass( i );
+				pass.render( this.renderer, this.writeBuffer, this.readBuffer, deltaTime, maskActive );
+
+				if ( pass.needsSwap ) {
+
+					if ( maskActive ) {
+
+						const context = this.renderer.getContext();
+						const stencil = this.renderer.state.buffers.stencil; //context.stencilFunc( context.NOTEQUAL, 1, 0xffffffff );
+
+						stencil.setFunc( context.NOTEQUAL, 1, 0xffffffff );
+						this.copyPass.render( this.renderer, this.writeBuffer, this.readBuffer, deltaTime ); //context.stencilFunc( context.EQUAL, 1, 0xffffffff );
+
+						stencil.setFunc( context.EQUAL, 1, 0xffffffff );
+
+					}
+
+					this.swapBuffers();
+
+				}
+
+				if ( THREE.MaskPass !== undefined ) {
+
+					if ( pass instanceof THREE.MaskPass ) {
+
+						maskActive = true;
+
+					} else if ( pass instanceof THREE.ClearMaskPass ) {
+
+						maskActive = false;
+
+					}
+
+				}
+
+			}
+
+			this.renderer.setRenderTarget( currentRenderTarget );
+
+		}
+
+		reset( renderTarget ) {
+
+			if ( renderTarget === undefined ) {
+
+				const size = this.renderer.getSize( new THREE.Vector2() );
+				this._pixelRatio = this.renderer.getPixelRatio();
+				this._width = size.width;
+				this._height = size.height;
+				renderTarget = this.renderTarget1.clone();
+				renderTarget.setSize( this._width * this._pixelRatio, this._height * this._pixelRatio );
+
+			}
+
+			this.renderTarget1.dispose();
+			this.renderTarget2.dispose();
+			this.renderTarget1 = renderTarget;
+			this.renderTarget2 = renderTarget.clone();
+			this.writeBuffer = this.renderTarget1;
+			this.readBuffer = this.renderTarget2;
+
+		}
+
+		setSize( width, height ) {
+
+			this._width = width;
+			this._height = height;
+			const effectiveWidth = this._width * this._pixelRatio;
+			const effectiveHeight = this._height * this._pixelRatio;
+			this.renderTarget1.setSize( effectiveWidth, effectiveHeight );
+			this.renderTarget2.setSize( effectiveWidth, effectiveHeight );
+
+			for ( let i = 0; i < this.passes.length; i ++ ) {
+
+				this.passes[ i ].setSize( effectiveWidth, effectiveHeight );
+
+			}
+
+		}
+
+		setPixelRatio( pixelRatio ) {
+
+			this._pixelRatio = pixelRatio;
+			this.setSize( this._width, this._height );
+
+		}
+
+	}
+
+	class Pass {
+
+		constructor() {
+
+			// if set to true, the pass is processed by the composer
+			this.enabled = true; // if set to true, the pass indicates to swap read and write buffer after rendering
+
+			this.needsSwap = true; // if set to true, the pass clears its buffer before rendering
+
+			this.clear = false; // if set to true, the result of the pass is rendered to screen. This is set automatically by EffectComposer.
+
+			this.renderToScreen = false;
+
+		}
+
+		setSize( ) {}
+
+		render( ) {
+
+			console.error( 'THREE.Pass: .render() must be implemented in derived pass.' );
+
+		}
+
+	} // Helper for passes that need to fill the viewport with a single quad.
+
+
+	const _camera = new THREE.OrthographicCamera( - 1, 1, 1, - 1, 0, 1 ); // https://github.com/mrdoob/three.js/pull/21358
+
+
+	const _geometry = new THREE.BufferGeometry();
+
+	_geometry.setAttribute( 'position', new THREE.Float32BufferAttribute( [ - 1, 3, 0, - 1, - 1, 0, 3, - 1, 0 ], 3 ) );
+
+	_geometry.setAttribute( 'uv', new THREE.Float32BufferAttribute( [ 0, 2, 0, 0, 2, 0 ], 2 ) );
+
+	class FullScreenQuad {
+
+		constructor( material ) {
+
+			this._mesh = new THREE.Mesh( _geometry, material );
+
+		}
+
+		dispose() {
+
+			this._mesh.geometry.dispose();
+
+		}
+
+		render( renderer ) {
+
+			renderer.render( this._mesh, _camera );
+
+		}
+
+		get material() {
+
+			return this._mesh.material;
+
+		}
+
+		set material( value ) {
+
+			this._mesh.material = value;
+
+		}
+
+	}
+
+	THREE.EffectComposer = EffectComposer;
+	THREE.FullScreenQuad = FullScreenQuad;
+	THREE.Pass = Pass;
+
+} )();
diff --git a/downloads/GLTFLoader.js b/downloads/GLTFLoader.js
new file mode 100644
index 0000000..cfa518e
--- /dev/null
+++ b/downloads/GLTFLoader.js
@@ -0,0 +1,3629 @@
+( function () {
+
+	class GLTFLoader extends THREE.Loader {
+
+		constructor( manager ) {
+
+			super( manager );
+			this.dracoLoader = null;
+			this.ktx2Loader = null;
+			this.meshoptDecoder = null;
+			this.pluginCallbacks = [];
+			this.register( function ( parser ) {
+
+				return new GLTFMaterialsClearcoatExtension( parser );
+
+			} );
+			this.register( function ( parser ) {
+
+				return new GLTFTextureBasisUExtension( parser );
+
+			} );
+			this.register( function ( parser ) {
+
+				return new GLTFTextureWebPExtension( parser );
+
+			} );
+			this.register( function ( parser ) {
+
+				return new GLTFMaterialsTransmissionExtension( parser );
+
+			} );
+			this.register( function ( parser ) {
+
+				return new GLTFLightsExtension( parser );
+
+			} );
+			this.register( function ( parser ) {
+
+				return new GLTFMeshoptCompression( parser );
+
+			} );
+
+		}
+
+		load( url, onLoad, onProgress, onError ) {
+
+			const scope = this;
+			let resourcePath;
+
+			if ( this.resourcePath !== '' ) {
+
+				resourcePath = this.resourcePath;
+
+			} else if ( this.path !== '' ) {
+
+				resourcePath = this.path;
+
+			} else {
+
+				resourcePath = THREE.LoaderUtils.extractUrlBase( url );
+
+			} // Tells the LoadingManager to track an extra item, which resolves after
+			// the model is fully loaded. This means the count of items loaded will
+			// be incorrect, but ensures manager.onLoad() does not fire early.
+
+
+			this.manager.itemStart( url );
+
+			const _onError = function ( e ) {
+
+				if ( onError ) {
+
+					onError( e );
+
+				} else {
+
+					console.error( e );
+
+				}
+
+				scope.manager.itemError( url );
+				scope.manager.itemEnd( url );
+
+			};
+
+			const loader = new THREE.FileLoader( this.manager );
+			loader.setPath( this.path );
+			loader.setResponseType( 'arraybuffer' );
+			loader.setRequestHeader( this.requestHeader );
+			loader.setWithCredentials( this.withCredentials );
+			loader.load( url, function ( data ) {
+
+				try {
+
+					scope.parse( data, resourcePath, function ( gltf ) {
+
+						onLoad( gltf );
+						scope.manager.itemEnd( url );
+
+					}, _onError );
+
+				} catch ( e ) {
+
+					_onError( e );
+
+				}
+
+			}, onProgress, _onError );
+
+		}
+
+		setDRACOLoader( dracoLoader ) {
+
+			this.dracoLoader = dracoLoader;
+			return this;
+
+		}
+
+		setDDSLoader() {
+
+			throw new Error( 'THREE.GLTFLoader: "MSFT_texture_dds" no longer supported. Please update to "KHR_texture_basisu".' );
+
+		}
+
+		setKTX2Loader( ktx2Loader ) {
+
+			this.ktx2Loader = ktx2Loader;
+			return this;
+
+		}
+
+		setMeshoptDecoder( meshoptDecoder ) {
+
+			this.meshoptDecoder = meshoptDecoder;
+			return this;
+
+		}
+
+		register( callback ) {
+
+			if ( this.pluginCallbacks.indexOf( callback ) === - 1 ) {
+
+				this.pluginCallbacks.push( callback );
+
+			}
+
+			return this;
+
+		}
+
+		unregister( callback ) {
+
+			if ( this.pluginCallbacks.indexOf( callback ) !== - 1 ) {
+
+				this.pluginCallbacks.splice( this.pluginCallbacks.indexOf( callback ), 1 );
+
+			}
+
+			return this;
+
+		}
+
+		parse( data, path, onLoad, onError ) {
+
+			let content;
+			const extensions = {};
+			const plugins = {};
+
+			if ( typeof data === 'string' ) {
+
+				content = data;
+
+			} else {
+
+				const magic = THREE.LoaderUtils.decodeText( new Uint8Array( data, 0, 4 ) );
+
+				if ( magic === BINARY_EXTENSION_HEADER_MAGIC ) {
+
+					try {
+
+						extensions[ EXTENSIONS.KHR_BINARY_GLTF ] = new GLTFBinaryExtension( data );
+
+					} catch ( error ) {
+
+						if ( onError ) onError( error );
+						return;
+
+					}
+
+					content = extensions[ EXTENSIONS.KHR_BINARY_GLTF ].content;
+
+				} else {
+
+					content = THREE.LoaderUtils.decodeText( new Uint8Array( data ) );
+
+				}
+
+			}
+
+			const json = JSON.parse( content );
+
+			if ( json.asset === undefined || json.asset.version[ 0 ] < 2 ) {
+
+				if ( onError ) onError( new Error( 'THREE.GLTFLoader: Unsupported asset. glTF versions >=2.0 are supported.' ) );
+				return;
+
+			}
+
+			const parser = new GLTFParser( json, {
+				path: path || this.resourcePath || '',
+				crossOrigin: this.crossOrigin,
+				requestHeader: this.requestHeader,
+				manager: this.manager,
+				ktx2Loader: this.ktx2Loader,
+				meshoptDecoder: this.meshoptDecoder
+			} );
+			parser.fileLoader.setRequestHeader( this.requestHeader );
+
+			for ( let i = 0; i < this.pluginCallbacks.length; i ++ ) {
+
+				const plugin = this.pluginCallbacks[ i ]( parser );
+				plugins[ plugin.name ] = plugin; // Workaround to avoid determining as unknown extension
+				// in addUnknownExtensionsToUserData().
+				// Remove this workaround if we move all the existing
+				// extension handlers to plugin system
+
+				extensions[ plugin.name ] = true;
+
+			}
+
+			if ( json.extensionsUsed ) {
+
+				for ( let i = 0; i < json.extensionsUsed.length; ++ i ) {
+
+					const extensionName = json.extensionsUsed[ i ];
+					const extensionsRequired = json.extensionsRequired || [];
+
+					switch ( extensionName ) {
+
+						case EXTENSIONS.KHR_MATERIALS_UNLIT:
+							extensions[ extensionName ] = new GLTFMaterialsUnlitExtension();
+							break;
+
+						case EXTENSIONS.KHR_MATERIALS_PBR_SPECULAR_GLOSSINESS:
+							extensions[ extensionName ] = new GLTFMaterialsPbrSpecularGlossinessExtension();
+							break;
+
+						case EXTENSIONS.KHR_DRACO_MESH_COMPRESSION:
+							extensions[ extensionName ] = new GLTFDracoMeshCompressionExtension( json, this.dracoLoader );
+							break;
+
+						case EXTENSIONS.KHR_TEXTURE_TRANSFORM:
+							extensions[ extensionName ] = new GLTFTextureTransformExtension();
+							break;
+
+						case EXTENSIONS.KHR_MESH_QUANTIZATION:
+							extensions[ extensionName ] = new GLTFMeshQuantizationExtension();
+							break;
+
+						default:
+							if ( extensionsRequired.indexOf( extensionName ) >= 0 && plugins[ extensionName ] === undefined ) {
+
+								console.warn( 'THREE.GLTFLoader: Unknown extension "' + extensionName + '".' );
+
+							}
+
+					}
+
+				}
+
+			}
+
+			parser.setExtensions( extensions );
+			parser.setPlugins( plugins );
+			parser.parse( onLoad, onError );
+
+		}
+
+	}
+	/* GLTFREGISTRY */
+
+
+	function GLTFRegistry() {
+
+		let objects = {};
+		return {
+			get: function ( key ) {
+
+				return objects[ key ];
+
+			},
+			add: function ( key, object ) {
+
+				objects[ key ] = object;
+
+			},
+			remove: function ( key ) {
+
+				delete objects[ key ];
+
+			},
+			removeAll: function () {
+
+				objects = {};
+
+			}
+		};
+
+	}
+	/*********************************/
+
+	/********** EXTENSIONS ***********/
+
+	/*********************************/
+
+
+	const EXTENSIONS = {
+		KHR_BINARY_GLTF: 'KHR_binary_glTF',
+		KHR_DRACO_MESH_COMPRESSION: 'KHR_draco_mesh_compression',
+		KHR_LIGHTS_PUNCTUAL: 'KHR_lights_punctual',
+		KHR_MATERIALS_CLEARCOAT: 'KHR_materials_clearcoat',
+		KHR_MATERIALS_PBR_SPECULAR_GLOSSINESS: 'KHR_materials_pbrSpecularGlossiness',
+		KHR_MATERIALS_TRANSMISSION: 'KHR_materials_transmission',
+		KHR_MATERIALS_UNLIT: 'KHR_materials_unlit',
+		KHR_TEXTURE_BASISU: 'KHR_texture_basisu',
+		KHR_TEXTURE_TRANSFORM: 'KHR_texture_transform',
+		KHR_MESH_QUANTIZATION: 'KHR_mesh_quantization',
+		EXT_TEXTURE_WEBP: 'EXT_texture_webp',
+		EXT_MESHOPT_COMPRESSION: 'EXT_meshopt_compression'
+	};
+	/**
+	 * Punctual Lights Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_lights_punctual
+	 */
+
+	class GLTFLightsExtension {
+
+		constructor( parser ) {
+
+			this.parser = parser;
+			this.name = EXTENSIONS.KHR_LIGHTS_PUNCTUAL; // THREE.Object3D instance caches
+
+			this.cache = {
+				refs: {},
+				uses: {}
+			};
+
+		}
+
+		_markDefs() {
+
+			const parser = this.parser;
+			const nodeDefs = this.parser.json.nodes || [];
+
+			for ( let nodeIndex = 0, nodeLength = nodeDefs.length; nodeIndex < nodeLength; nodeIndex ++ ) {
+
+				const nodeDef = nodeDefs[ nodeIndex ];
+
+				if ( nodeDef.extensions && nodeDef.extensions[ this.name ] && nodeDef.extensions[ this.name ].light !== undefined ) {
+
+					parser._addNodeRef( this.cache, nodeDef.extensions[ this.name ].light );
+
+				}
+
+			}
+
+		}
+
+		_loadLight( lightIndex ) {
+
+			const parser = this.parser;
+			const cacheKey = 'light:' + lightIndex;
+			let dependency = parser.cache.get( cacheKey );
+			if ( dependency ) return dependency;
+			const json = parser.json;
+			const extensions = json.extensions && json.extensions[ this.name ] || {};
+			const lightDefs = extensions.lights || [];
+			const lightDef = lightDefs[ lightIndex ];
+			let lightNode;
+			const color = new THREE.Color( 0xffffff );
+			if ( lightDef.color !== undefined ) color.fromArray( lightDef.color );
+			const range = lightDef.range !== undefined ? lightDef.range : 0;
+
+			switch ( lightDef.type ) {
+
+				case 'directional':
+					lightNode = new THREE.DirectionalLight( color );
+					lightNode.target.position.set( 0, 0, - 1 );
+					lightNode.add( lightNode.target );
+					break;
+
+				case 'point':
+					lightNode = new THREE.PointLight( color );
+					lightNode.distance = range;
+					break;
+
+				case 'spot':
+					lightNode = new THREE.SpotLight( color );
+					lightNode.distance = range; // Handle spotlight properties.
+
+					lightDef.spot = lightDef.spot || {};
+					lightDef.spot.innerConeAngle = lightDef.spot.innerConeAngle !== undefined ? lightDef.spot.innerConeAngle : 0;
+					lightDef.spot.outerConeAngle = lightDef.spot.outerConeAngle !== undefined ? lightDef.spot.outerConeAngle : Math.PI / 4.0;
+					lightNode.angle = lightDef.spot.outerConeAngle;
+					lightNode.penumbra = 1.0 - lightDef.spot.innerConeAngle / lightDef.spot.outerConeAngle;
+					lightNode.target.position.set( 0, 0, - 1 );
+					lightNode.add( lightNode.target );
+					break;
+
+				default:
+					throw new Error( 'THREE.GLTFLoader: Unexpected light type: ' + lightDef.type );
+
+			} // Some lights (e.g. spot) default to a position other than the origin. Reset the position
+			// here, because node-level parsing will only override position if explicitly specified.
+
+
+			lightNode.position.set( 0, 0, 0 );
+			lightNode.decay = 2;
+			if ( lightDef.intensity !== undefined ) lightNode.intensity = lightDef.intensity;
+			lightNode.name = parser.createUniqueName( lightDef.name || 'light_' + lightIndex );
+			dependency = Promise.resolve( lightNode );
+			parser.cache.add( cacheKey, dependency );
+			return dependency;
+
+		}
+
+		createNodeAttachment( nodeIndex ) {
+
+			const self = this;
+			const parser = this.parser;
+			const json = parser.json;
+			const nodeDef = json.nodes[ nodeIndex ];
+			const lightDef = nodeDef.extensions && nodeDef.extensions[ this.name ] || {};
+			const lightIndex = lightDef.light;
+			if ( lightIndex === undefined ) return null;
+			return this._loadLight( lightIndex ).then( function ( light ) {
+
+				return parser._getNodeRef( self.cache, lightIndex, light );
+
+			} );
+
+		}
+
+	}
+	/**
+	 * Unlit Materials Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_materials_unlit
+	 */
+
+
+	class GLTFMaterialsUnlitExtension {
+
+		constructor() {
+
+			this.name = EXTENSIONS.KHR_MATERIALS_UNLIT;
+
+		}
+
+		getMaterialType() {
+
+			return THREE.MeshBasicMaterial;
+
+		}
+
+		extendParams( materialParams, materialDef, parser ) {
+
+			const pending = [];
+			materialParams.color = new THREE.Color( 1.0, 1.0, 1.0 );
+			materialParams.opacity = 1.0;
+			const metallicRoughness = materialDef.pbrMetallicRoughness;
+
+			if ( metallicRoughness ) {
+
+				if ( Array.isArray( metallicRoughness.baseColorFactor ) ) {
+
+					const array = metallicRoughness.baseColorFactor;
+					materialParams.color.fromArray( array );
+					materialParams.opacity = array[ 3 ];
+
+				}
+
+				if ( metallicRoughness.baseColorTexture !== undefined ) {
+
+					pending.push( parser.assignTexture( materialParams, 'map', metallicRoughness.baseColorTexture ) );
+
+				}
+
+			}
+
+			return Promise.all( pending );
+
+		}
+
+	}
+	/**
+	 * Clearcoat Materials Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_materials_clearcoat
+	 */
+
+
+	class GLTFMaterialsClearcoatExtension {
+
+		constructor( parser ) {
+
+			this.parser = parser;
+			this.name = EXTENSIONS.KHR_MATERIALS_CLEARCOAT;
+
+		}
+
+		getMaterialType( materialIndex ) {
+
+			const parser = this.parser;
+			const materialDef = parser.json.materials[ materialIndex ];
+			if ( ! materialDef.extensions || ! materialDef.extensions[ this.name ] ) return null;
+			return THREE.MeshPhysicalMaterial;
+
+		}
+
+		extendMaterialParams( materialIndex, materialParams ) {
+
+			const parser = this.parser;
+			const materialDef = parser.json.materials[ materialIndex ];
+
+			if ( ! materialDef.extensions || ! materialDef.extensions[ this.name ] ) {
+
+				return Promise.resolve();
+
+			}
+
+			const pending = [];
+			const extension = materialDef.extensions[ this.name ];
+
+			if ( extension.clearcoatFactor !== undefined ) {
+
+				materialParams.clearcoat = extension.clearcoatFactor;
+
+			}
+
+			if ( extension.clearcoatTexture !== undefined ) {
+
+				pending.push( parser.assignTexture( materialParams, 'clearcoatMap', extension.clearcoatTexture ) );
+
+			}
+
+			if ( extension.clearcoatRoughnessFactor !== undefined ) {
+
+				materialParams.clearcoatRoughness = extension.clearcoatRoughnessFactor;
+
+			}
+
+			if ( extension.clearcoatRoughnessTexture !== undefined ) {
+
+				pending.push( parser.assignTexture( materialParams, 'clearcoatRoughnessMap', extension.clearcoatRoughnessTexture ) );
+
+			}
+
+			if ( extension.clearcoatNormalTexture !== undefined ) {
+
+				pending.push( parser.assignTexture( materialParams, 'clearcoatNormalMap', extension.clearcoatNormalTexture ) );
+
+				if ( extension.clearcoatNormalTexture.scale !== undefined ) {
+
+					const scale = extension.clearcoatNormalTexture.scale; // https://github.com/mrdoob/three.js/issues/11438#issuecomment-507003995
+
+					materialParams.clearcoatNormalScale = new THREE.Vector2( scale, - scale );
+
+				}
+
+			}
+
+			return Promise.all( pending );
+
+		}
+
+	}
+	/**
+	 * Transmission Materials Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_materials_transmission
+	 * Draft: https://github.com/KhronosGroup/glTF/pull/1698
+	 */
+
+
+	class GLTFMaterialsTransmissionExtension {
+
+		constructor( parser ) {
+
+			this.parser = parser;
+			this.name = EXTENSIONS.KHR_MATERIALS_TRANSMISSION;
+
+		}
+
+		getMaterialType( materialIndex ) {
+
+			const parser = this.parser;
+			const materialDef = parser.json.materials[ materialIndex ];
+			if ( ! materialDef.extensions || ! materialDef.extensions[ this.name ] ) return null;
+			return THREE.MeshPhysicalMaterial;
+
+		}
+
+		extendMaterialParams( materialIndex, materialParams ) {
+
+			const parser = this.parser;
+			const materialDef = parser.json.materials[ materialIndex ];
+
+			if ( ! materialDef.extensions || ! materialDef.extensions[ this.name ] ) {
+
+				return Promise.resolve();
+
+			}
+
+			const pending = [];
+			const extension = materialDef.extensions[ this.name ];
+
+			if ( extension.transmissionFactor !== undefined ) {
+
+				materialParams.transmission = extension.transmissionFactor;
+
+			}
+
+			if ( extension.transmissionTexture !== undefined ) {
+
+				pending.push( parser.assignTexture( materialParams, 'transmissionMap', extension.transmissionTexture ) );
+
+			}
+
+			return Promise.all( pending );
+
+		}
+
+	}
+	/**
+	 * BasisU Texture Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_texture_basisu
+	 */
+
+
+	class GLTFTextureBasisUExtension {
+
+		constructor( parser ) {
+
+			this.parser = parser;
+			this.name = EXTENSIONS.KHR_TEXTURE_BASISU;
+
+		}
+
+		loadTexture( textureIndex ) {
+
+			const parser = this.parser;
+			const json = parser.json;
+			const textureDef = json.textures[ textureIndex ];
+
+			if ( ! textureDef.extensions || ! textureDef.extensions[ this.name ] ) {
+
+				return null;
+
+			}
+
+			const extension = textureDef.extensions[ this.name ];
+			const source = json.images[ extension.source ];
+			const loader = parser.options.ktx2Loader;
+
+			if ( ! loader ) {
+
+				if ( json.extensionsRequired && json.extensionsRequired.indexOf( this.name ) >= 0 ) {
+
+					throw new Error( 'THREE.GLTFLoader: setKTX2Loader must be called before loading KTX2 textures' );
+
+				} else {
+
+					// Assumes that the extension is optional and that a fallback texture is present
+					return null;
+
+				}
+
+			}
+
+			return parser.loadTextureImage( textureIndex, source, loader );
+
+		}
+
+	}
+	/**
+	 * WebP Texture Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Vendor/EXT_texture_webp
+	 */
+
+
+	class GLTFTextureWebPExtension {
+
+		constructor( parser ) {
+
+			this.parser = parser;
+			this.name = EXTENSIONS.EXT_TEXTURE_WEBP;
+			this.isSupported = null;
+
+		}
+
+		loadTexture( textureIndex ) {
+
+			const name = this.name;
+			const parser = this.parser;
+			const json = parser.json;
+			const textureDef = json.textures[ textureIndex ];
+
+			if ( ! textureDef.extensions || ! textureDef.extensions[ name ] ) {
+
+				return null;
+
+			}
+
+			const extension = textureDef.extensions[ name ];
+			const source = json.images[ extension.source ];
+			let loader = parser.textureLoader;
+
+			if ( source.uri ) {
+
+				const handler = parser.options.manager.getHandler( source.uri );
+				if ( handler !== null ) loader = handler;
+
+			}
+
+			return this.detectSupport().then( function ( isSupported ) {
+
+				if ( isSupported ) return parser.loadTextureImage( textureIndex, source, loader );
+
+				if ( json.extensionsRequired && json.extensionsRequired.indexOf( name ) >= 0 ) {
+
+					throw new Error( 'THREE.GLTFLoader: WebP required by asset but unsupported.' );
+
+				} // Fall back to PNG or JPEG.
+
+
+				return parser.loadTexture( textureIndex );
+
+			} );
+
+		}
+
+		detectSupport() {
+
+			if ( ! this.isSupported ) {
+
+				this.isSupported = new Promise( function ( resolve ) {
+
+					const image = new Image(); // Lossy test image. Support for lossy images doesn't guarantee support for all
+					// WebP images, unfortunately.
+
+					image.src = 'data:image/webp;base64,UklGRiIAAABXRUJQVlA4IBYAAAAwAQCdASoBAAEADsD+JaQAA3AAAAAA';
+
+					image.onload = image.onerror = function () {
+
+						resolve( image.height === 1 );
+
+					};
+
+				} );
+
+			}
+
+			return this.isSupported;
+
+		}
+
+	}
+	/**
+	* meshopt BufferView Compression Extension
+	*
+	* Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Vendor/EXT_meshopt_compression
+	*/
+
+
+	class GLTFMeshoptCompression {
+
+		constructor( parser ) {
+
+			this.name = EXTENSIONS.EXT_MESHOPT_COMPRESSION;
+			this.parser = parser;
+
+		}
+
+		loadBufferView( index ) {
+
+			const json = this.parser.json;
+			const bufferView = json.bufferViews[ index ];
+
+			if ( bufferView.extensions && bufferView.extensions[ this.name ] ) {
+
+				const extensionDef = bufferView.extensions[ this.name ];
+				const buffer = this.parser.getDependency( 'buffer', extensionDef.buffer );
+				const decoder = this.parser.options.meshoptDecoder;
+
+				if ( ! decoder || ! decoder.supported ) {
+
+					if ( json.extensionsRequired && json.extensionsRequired.indexOf( this.name ) >= 0 ) {
+
+						throw new Error( 'THREE.GLTFLoader: setMeshoptDecoder must be called before loading compressed files' );
+
+					} else {
+
+						// Assumes that the extension is optional and that fallback buffer data is present
+						return null;
+
+					}
+
+				}
+
+				return Promise.all( [ buffer, decoder.ready ] ).then( function ( res ) {
+
+					const byteOffset = extensionDef.byteOffset || 0;
+					const byteLength = extensionDef.byteLength || 0;
+					const count = extensionDef.count;
+					const stride = extensionDef.byteStride;
+					const result = new ArrayBuffer( count * stride );
+					const source = new Uint8Array( res[ 0 ], byteOffset, byteLength );
+					decoder.decodeGltfBuffer( new Uint8Array( result ), count, stride, source, extensionDef.mode, extensionDef.filter );
+					return result;
+
+				} );
+
+			} else {
+
+				return null;
+
+			}
+
+		}
+
+	}
+	/* BINARY EXTENSION */
+
+
+	const BINARY_EXTENSION_HEADER_MAGIC = 'glTF';
+	const BINARY_EXTENSION_HEADER_LENGTH = 12;
+	const BINARY_EXTENSION_CHUNK_TYPES = {
+		JSON: 0x4E4F534A,
+		BIN: 0x004E4942
+	};
+
+	class GLTFBinaryExtension {
+
+		constructor( data ) {
+
+			this.name = EXTENSIONS.KHR_BINARY_GLTF;
+			this.content = null;
+			this.body = null;
+			const headerView = new DataView( data, 0, BINARY_EXTENSION_HEADER_LENGTH );
+			this.header = {
+				magic: THREE.LoaderUtils.decodeText( new Uint8Array( data.slice( 0, 4 ) ) ),
+				version: headerView.getUint32( 4, true ),
+				length: headerView.getUint32( 8, true )
+			};
+
+			if ( this.header.magic !== BINARY_EXTENSION_HEADER_MAGIC ) {
+
+				throw new Error( 'THREE.GLTFLoader: Unsupported glTF-Binary header.' );
+
+			} else if ( this.header.version < 2.0 ) {
+
+				throw new Error( 'THREE.GLTFLoader: Legacy binary file detected.' );
+
+			}
+
+			const chunkContentsLength = this.header.length - BINARY_EXTENSION_HEADER_LENGTH;
+			const chunkView = new DataView( data, BINARY_EXTENSION_HEADER_LENGTH );
+			let chunkIndex = 0;
+
+			while ( chunkIndex < chunkContentsLength ) {
+
+				const chunkLength = chunkView.getUint32( chunkIndex, true );
+				chunkIndex += 4;
+				const chunkType = chunkView.getUint32( chunkIndex, true );
+				chunkIndex += 4;
+
+				if ( chunkType === BINARY_EXTENSION_CHUNK_TYPES.JSON ) {
+
+					const contentArray = new Uint8Array( data, BINARY_EXTENSION_HEADER_LENGTH + chunkIndex, chunkLength );
+					this.content = THREE.LoaderUtils.decodeText( contentArray );
+
+				} else if ( chunkType === BINARY_EXTENSION_CHUNK_TYPES.BIN ) {
+
+					const byteOffset = BINARY_EXTENSION_HEADER_LENGTH + chunkIndex;
+					this.body = data.slice( byteOffset, byteOffset + chunkLength );
+
+				} // Clients must ignore chunks with unknown types.
+
+
+				chunkIndex += chunkLength;
+
+			}
+
+			if ( this.content === null ) {
+
+				throw new Error( 'THREE.GLTFLoader: JSON content not found.' );
+
+			}
+
+		}
+
+	}
+	/**
+	 * DRACO THREE.Mesh Compression Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_draco_mesh_compression
+	 */
+
+
+	class GLTFDracoMeshCompressionExtension {
+
+		constructor( json, dracoLoader ) {
+
+			if ( ! dracoLoader ) {
+
+				throw new Error( 'THREE.GLTFLoader: No DRACOLoader instance provided.' );
+
+			}
+
+			this.name = EXTENSIONS.KHR_DRACO_MESH_COMPRESSION;
+			this.json = json;
+			this.dracoLoader = dracoLoader;
+			this.dracoLoader.preload();
+
+		}
+
+		decodePrimitive( primitive, parser ) {
+
+			const json = this.json;
+			const dracoLoader = this.dracoLoader;
+			const bufferViewIndex = primitive.extensions[ this.name ].bufferView;
+			const gltfAttributeMap = primitive.extensions[ this.name ].attributes;
+			const threeAttributeMap = {};
+			const attributeNormalizedMap = {};
+			const attributeTypeMap = {};
+
+			for ( const attributeName in gltfAttributeMap ) {
+
+				const threeAttributeName = ATTRIBUTES[ attributeName ] || attributeName.toLowerCase();
+				threeAttributeMap[ threeAttributeName ] = gltfAttributeMap[ attributeName ];
+
+			}
+
+			for ( const attributeName in primitive.attributes ) {
+
+				const threeAttributeName = ATTRIBUTES[ attributeName ] || attributeName.toLowerCase();
+
+				if ( gltfAttributeMap[ attributeName ] !== undefined ) {
+
+					const accessorDef = json.accessors[ primitive.attributes[ attributeName ] ];
+					const componentType = WEBGL_COMPONENT_TYPES[ accessorDef.componentType ];
+					attributeTypeMap[ threeAttributeName ] = componentType;
+					attributeNormalizedMap[ threeAttributeName ] = accessorDef.normalized === true;
+
+				}
+
+			}
+
+			return parser.getDependency( 'bufferView', bufferViewIndex ).then( function ( bufferView ) {
+
+				return new Promise( function ( resolve ) {
+
+					dracoLoader.decodeDracoFile( bufferView, function ( geometry ) {
+
+						for ( const attributeName in geometry.attributes ) {
+
+							const attribute = geometry.attributes[ attributeName ];
+							const normalized = attributeNormalizedMap[ attributeName ];
+							if ( normalized !== undefined ) attribute.normalized = normalized;
+
+						}
+
+						resolve( geometry );
+
+					}, threeAttributeMap, attributeTypeMap );
+
+				} );
+
+			} );
+
+		}
+
+	}
+	/**
+	 * Texture Transform Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_texture_transform
+	 */
+
+
+	class GLTFTextureTransformExtension {
+
+		constructor() {
+
+			this.name = EXTENSIONS.KHR_TEXTURE_TRANSFORM;
+
+		}
+
+		extendTexture( texture, transform ) {
+
+			texture = texture.clone();
+
+			if ( transform.offset !== undefined ) {
+
+				texture.offset.fromArray( transform.offset );
+
+			}
+
+			if ( transform.rotation !== undefined ) {
+
+				texture.rotation = transform.rotation;
+
+			}
+
+			if ( transform.scale !== undefined ) {
+
+				texture.repeat.fromArray( transform.scale );
+
+			}
+
+			if ( transform.texCoord !== undefined ) {
+
+				console.warn( 'THREE.GLTFLoader: Custom UV sets in "' + this.name + '" extension not yet supported.' );
+
+			}
+
+			texture.needsUpdate = true;
+			return texture;
+
+		}
+
+	}
+	/**
+	 * Specular-Glossiness Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_materials_pbrSpecularGlossiness
+	 */
+
+	/**
+	 * A sub class of StandardMaterial with some of the functionality
+	 * changed via the `onBeforeCompile` callback
+	 * @pailhead
+	 */
+
+
+	class GLTFMeshStandardSGMaterial extends THREE.MeshStandardMaterial {
+
+		constructor( params ) {
+
+			super();
+			this.isGLTFSpecularGlossinessMaterial = true; //various chunks that need replacing
+
+			const specularMapParsFragmentChunk = [ '#ifdef USE_SPECULARMAP', '	uniform sampler2D specularMap;', '#endif' ].join( '\n' );
+			const glossinessMapParsFragmentChunk = [ '#ifdef USE_GLOSSINESSMAP', '	uniform sampler2D glossinessMap;', '#endif' ].join( '\n' );
+			const specularMapFragmentChunk = [ 'vec3 specularFactor = specular;', '#ifdef USE_SPECULARMAP', '	vec4 texelSpecular = texture2D( specularMap, vUv );', '	texelSpecular = sRGBToLinear( texelSpecular );', '	// reads channel RGB, compatible with a glTF Specular-Glossiness (RGBA) texture', '	specularFactor *= texelSpecular.rgb;', '#endif' ].join( '\n' );
+			const glossinessMapFragmentChunk = [ 'float glossinessFactor = glossiness;', '#ifdef USE_GLOSSINESSMAP', '	vec4 texelGlossiness = texture2D( glossinessMap, vUv );', '	// reads channel A, compatible with a glTF Specular-Glossiness (RGBA) texture', '	glossinessFactor *= texelGlossiness.a;', '#endif' ].join( '\n' );
+			const lightPhysicalFragmentChunk = [ 'PhysicalMaterial material;', 'material.diffuseColor = diffuseColor.rgb * ( 1. - max( specularFactor.r, max( specularFactor.g, specularFactor.b ) ) );', 'vec3 dxy = max( abs( dFdx( geometryNormal ) ), abs( dFdy( geometryNormal ) ) );', 'float geometryRoughness = max( max( dxy.x, dxy.y ), dxy.z );', 'material.specularRoughness = max( 1.0 - glossinessFactor, 0.0525 ); // 0.0525 corresponds to the base mip of a 256 cubemap.', 'material.specularRoughness += geometryRoughness;', 'material.specularRoughness = min( material.specularRoughness, 1.0 );', 'material.specularColor = specularFactor;' ].join( '\n' );
+			const uniforms = {
+				specular: {
+					value: new THREE.Color().setHex( 0xffffff )
+				},
+				glossiness: {
+					value: 1
+				},
+				specularMap: {
+					value: null
+				},
+				glossinessMap: {
+					value: null
+				}
+			};
+			this._extraUniforms = uniforms;
+
+			this.onBeforeCompile = function ( shader ) {
+
+				for ( const uniformName in uniforms ) {
+
+					shader.uniforms[ uniformName ] = uniforms[ uniformName ];
+
+				}
+
+				shader.fragmentShader = shader.fragmentShader.replace( 'uniform float roughness;', 'uniform vec3 specular;' ).replace( 'uniform float metalness;', 'uniform float glossiness;' ).replace( '#include <roughnessmap_pars_fragment>', specularMapParsFragmentChunk ).replace( '#include <metalnessmap_pars_fragment>', glossinessMapParsFragmentChunk ).replace( '#include <roughnessmap_fragment>', specularMapFragmentChunk ).replace( '#include <metalnessmap_fragment>', glossinessMapFragmentChunk ).replace( '#include <lights_physical_fragment>', lightPhysicalFragmentChunk );
+
+			};
+
+			Object.defineProperties( this, {
+				specular: {
+					get: function () {
+
+						return uniforms.specular.value;
+
+					},
+					set: function ( v ) {
+
+						uniforms.specular.value = v;
+
+					}
+				},
+				specularMap: {
+					get: function () {
+
+						return uniforms.specularMap.value;
+
+					},
+					set: function ( v ) {
+
+						uniforms.specularMap.value = v;
+
+						if ( v ) {
+
+							this.defines.USE_SPECULARMAP = ''; // USE_UV is set by the renderer for specular maps
+
+						} else {
+
+							delete this.defines.USE_SPECULARMAP;
+
+						}
+
+					}
+				},
+				glossiness: {
+					get: function () {
+
+						return uniforms.glossiness.value;
+
+					},
+					set: function ( v ) {
+
+						uniforms.glossiness.value = v;
+
+					}
+				},
+				glossinessMap: {
+					get: function () {
+
+						return uniforms.glossinessMap.value;
+
+					},
+					set: function ( v ) {
+
+						uniforms.glossinessMap.value = v;
+
+						if ( v ) {
+
+							this.defines.USE_GLOSSINESSMAP = '';
+							this.defines.USE_UV = '';
+
+						} else {
+
+							delete this.defines.USE_GLOSSINESSMAP;
+							delete this.defines.USE_UV;
+
+						}
+
+					}
+				}
+			} );
+			delete this.metalness;
+			delete this.roughness;
+			delete this.metalnessMap;
+			delete this.roughnessMap;
+			this.setValues( params );
+
+		}
+
+		copy( source ) {
+
+			super.copy( source );
+			this.specularMap = source.specularMap;
+			this.specular.copy( source.specular );
+			this.glossinessMap = source.glossinessMap;
+			this.glossiness = source.glossiness;
+			delete this.metalness;
+			delete this.roughness;
+			delete this.metalnessMap;
+			delete this.roughnessMap;
+			return this;
+
+		}
+
+	}
+
+	class GLTFMaterialsPbrSpecularGlossinessExtension {
+
+		constructor() {
+
+			this.name = EXTENSIONS.KHR_MATERIALS_PBR_SPECULAR_GLOSSINESS;
+			this.specularGlossinessParams = [ 'color', 'map', 'lightMap', 'lightMapIntensity', 'aoMap', 'aoMapIntensity', 'emissive', 'emissiveIntensity', 'emissiveMap', 'bumpMap', 'bumpScale', 'normalMap', 'normalMapType', 'displacementMap', 'displacementScale', 'displacementBias', 'specularMap', 'specular', 'glossinessMap', 'glossiness', 'alphaMap', 'envMap', 'envMapIntensity', 'refractionRatio' ];
+
+		}
+
+		getMaterialType() {
+
+			return GLTFMeshStandardSGMaterial;
+
+		}
+
+		extendParams( materialParams, materialDef, parser ) {
+
+			const pbrSpecularGlossiness = materialDef.extensions[ this.name ];
+			materialParams.color = new THREE.Color( 1.0, 1.0, 1.0 );
+			materialParams.opacity = 1.0;
+			const pending = [];
+
+			if ( Array.isArray( pbrSpecularGlossiness.diffuseFactor ) ) {
+
+				const array = pbrSpecularGlossiness.diffuseFactor;
+				materialParams.color.fromArray( array );
+				materialParams.opacity = array[ 3 ];
+
+			}
+
+			if ( pbrSpecularGlossiness.diffuseTexture !== undefined ) {
+
+				pending.push( parser.assignTexture( materialParams, 'map', pbrSpecularGlossiness.diffuseTexture ) );
+
+			}
+
+			materialParams.emissive = new THREE.Color( 0.0, 0.0, 0.0 );
+			materialParams.glossiness = pbrSpecularGlossiness.glossinessFactor !== undefined ? pbrSpecularGlossiness.glossinessFactor : 1.0;
+			materialParams.specular = new THREE.Color( 1.0, 1.0, 1.0 );
+
+			if ( Array.isArray( pbrSpecularGlossiness.specularFactor ) ) {
+
+				materialParams.specular.fromArray( pbrSpecularGlossiness.specularFactor );
+
+			}
+
+			if ( pbrSpecularGlossiness.specularGlossinessTexture !== undefined ) {
+
+				const specGlossMapDef = pbrSpecularGlossiness.specularGlossinessTexture;
+				pending.push( parser.assignTexture( materialParams, 'glossinessMap', specGlossMapDef ) );
+				pending.push( parser.assignTexture( materialParams, 'specularMap', specGlossMapDef ) );
+
+			}
+
+			return Promise.all( pending );
+
+		}
+
+		createMaterial( materialParams ) {
+
+			const material = new GLTFMeshStandardSGMaterial( materialParams );
+			material.fog = true;
+			material.color = materialParams.color;
+			material.map = materialParams.map === undefined ? null : materialParams.map;
+			material.lightMap = null;
+			material.lightMapIntensity = 1.0;
+			material.aoMap = materialParams.aoMap === undefined ? null : materialParams.aoMap;
+			material.aoMapIntensity = 1.0;
+			material.emissive = materialParams.emissive;
+			material.emissiveIntensity = 1.0;
+			material.emissiveMap = materialParams.emissiveMap === undefined ? null : materialParams.emissiveMap;
+			material.bumpMap = materialParams.bumpMap === undefined ? null : materialParams.bumpMap;
+			material.bumpScale = 1;
+			material.normalMap = materialParams.normalMap === undefined ? null : materialParams.normalMap;
+			material.normalMapType = THREE.TangentSpaceNormalMap;
+			if ( materialParams.normalScale ) material.normalScale = materialParams.normalScale;
+			material.displacementMap = null;
+			material.displacementScale = 1;
+			material.displacementBias = 0;
+			material.specularMap = materialParams.specularMap === undefined ? null : materialParams.specularMap;
+			material.specular = materialParams.specular;
+			material.glossinessMap = materialParams.glossinessMap === undefined ? null : materialParams.glossinessMap;
+			material.glossiness = materialParams.glossiness;
+			material.alphaMap = null;
+			material.envMap = materialParams.envMap === undefined ? null : materialParams.envMap;
+			material.envMapIntensity = 1.0;
+			material.refractionRatio = 0.98;
+			return material;
+
+		}
+
+	}
+	/**
+	 * THREE.Mesh Quantization Extension
+	 *
+	 * Specification: https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_mesh_quantization
+	 */
+
+
+	class GLTFMeshQuantizationExtension {
+
+		constructor() {
+
+			this.name = EXTENSIONS.KHR_MESH_QUANTIZATION;
+
+		}
+
+	}
+	/*********************************/
+
+	/********** INTERPOLATION ********/
+
+	/*********************************/
+	// Spline Interpolation
+	// Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#appendix-c-spline-interpolation
+
+
+	class GLTFCubicSplineInterpolant extends THREE.Interpolant {
+
+		constructor( parameterPositions, sampleValues, sampleSize, resultBuffer ) {
+
+			super( parameterPositions, sampleValues, sampleSize, resultBuffer );
+
+		}
+
+		copySampleValue_( index ) {
+
+			// Copies a sample value to the result buffer. See description of glTF
+			// CUBICSPLINE values layout in interpolate_() function below.
+			const result = this.resultBuffer,
+				values = this.sampleValues,
+				valueSize = this.valueSize,
+				offset = index * valueSize * 3 + valueSize;
+
+			for ( let i = 0; i !== valueSize; i ++ ) {
+
+				result[ i ] = values[ offset + i ];
+
+			}
+
+			return result;
+
+		}
+
+	}
+
+	GLTFCubicSplineInterpolant.prototype.beforeStart_ = GLTFCubicSplineInterpolant.prototype.copySampleValue_;
+	GLTFCubicSplineInterpolant.prototype.afterEnd_ = GLTFCubicSplineInterpolant.prototype.copySampleValue_;
+
+	GLTFCubicSplineInterpolant.prototype.interpolate_ = function ( i1, t0, t, t1 ) {
+
+		const result = this.resultBuffer;
+		const values = this.sampleValues;
+		const stride = this.valueSize;
+		const stride2 = stride * 2;
+		const stride3 = stride * 3;
+		const td = t1 - t0;
+		const p = ( t - t0 ) / td;
+		const pp = p * p;
+		const ppp = pp * p;
+		const offset1 = i1 * stride3;
+		const offset0 = offset1 - stride3;
+		const s2 = - 2 * ppp + 3 * pp;
+		const s3 = ppp - pp;
+		const s0 = 1 - s2;
+		const s1 = s3 - pp + p; // Layout of keyframe output values for CUBICSPLINE animations:
+		//   [ inTangent_1, splineVertex_1, outTangent_1, inTangent_2, splineVertex_2, ... ]
+
+		for ( let i = 0; i !== stride; i ++ ) {
+
+			const p0 = values[ offset0 + i + stride ]; // splineVertex_k
+
+			const m0 = values[ offset0 + i + stride2 ] * td; // outTangent_k * (t_k+1 - t_k)
+
+			const p1 = values[ offset1 + i + stride ]; // splineVertex_k+1
+
+			const m1 = values[ offset1 + i ] * td; // inTangent_k+1 * (t_k+1 - t_k)
+
+			result[ i ] = s0 * p0 + s1 * m0 + s2 * p1 + s3 * m1;
+
+		}
+
+		return result;
+
+	};
+	/*********************************/
+
+	/********** INTERNALS ************/
+
+	/*********************************/
+
+	/* CONSTANTS */
+
+
+	const WEBGL_CONSTANTS = {
+		FLOAT: 5126,
+		//FLOAT_MAT2: 35674,
+		FLOAT_MAT3: 35675,
+		FLOAT_MAT4: 35676,
+		FLOAT_VEC2: 35664,
+		FLOAT_VEC3: 35665,
+		FLOAT_VEC4: 35666,
+		LINEAR: 9729,
+		REPEAT: 10497,
+		SAMPLER_2D: 35678,
+		POINTS: 0,
+		LINES: 1,
+		LINE_LOOP: 2,
+		LINE_STRIP: 3,
+		TRIANGLES: 4,
+		TRIANGLE_STRIP: 5,
+		TRIANGLE_FAN: 6,
+		UNSIGNED_BYTE: 5121,
+		UNSIGNED_SHORT: 5123
+	};
+	const WEBGL_COMPONENT_TYPES = {
+		5120: Int8Array,
+		5121: Uint8Array,
+		5122: Int16Array,
+		5123: Uint16Array,
+		5125: Uint32Array,
+		5126: Float32Array
+	};
+	const WEBGL_FILTERS = {
+		9728: THREE.NearestFilter,
+		9729: THREE.LinearFilter,
+		9984: THREE.NearestMipmapNearestFilter,
+		9985: THREE.LinearMipmapNearestFilter,
+		9986: THREE.NearestMipmapLinearFilter,
+		9987: THREE.LinearMipmapLinearFilter
+	};
+	const WEBGL_WRAPPINGS = {
+		33071: THREE.ClampToEdgeWrapping,
+		33648: THREE.MirroredRepeatWrapping,
+		10497: THREE.RepeatWrapping
+	};
+	const WEBGL_TYPE_SIZES = {
+		'SCALAR': 1,
+		'VEC2': 2,
+		'VEC3': 3,
+		'VEC4': 4,
+		'MAT2': 4,
+		'MAT3': 9,
+		'MAT4': 16
+	};
+	const ATTRIBUTES = {
+		POSITION: 'position',
+		NORMAL: 'normal',
+		TANGENT: 'tangent',
+		TEXCOORD_0: 'uv',
+		TEXCOORD_1: 'uv2',
+		COLOR_0: 'color',
+		WEIGHTS_0: 'skinWeight',
+		JOINTS_0: 'skinIndex'
+	};
+	const PATH_PROPERTIES = {
+		scale: 'scale',
+		translation: 'position',
+		rotation: 'quaternion',
+		weights: 'morphTargetInfluences'
+	};
+	const INTERPOLATION = {
+		CUBICSPLINE: undefined,
+		// We use a custom interpolant (GLTFCubicSplineInterpolation) for CUBICSPLINE tracks. Each
+		// keyframe track will be initialized with a default interpolation type, then modified.
+		LINEAR: THREE.InterpolateLinear,
+		STEP: THREE.InterpolateDiscrete
+	};
+	const ALPHA_MODES = {
+		OPAQUE: 'OPAQUE',
+		MASK: 'MASK',
+		BLEND: 'BLEND'
+	};
+	/* UTILITY FUNCTIONS */
+
+	function resolveURL( url, path ) {
+
+		// Invalid URL
+		if ( typeof url !== 'string' || url === '' ) return ''; // Host Relative URL
+
+		if ( /^https?:\/\//i.test( path ) && /^\//.test( url ) ) {
+
+			path = path.replace( /(^https?:\/\/[^\/]+).*/i, '$1' );
+
+		} // Absolute URL http://,https://,//
+
+
+		if ( /^(https?:)?\/\//i.test( url ) ) return url; // Data URI
+
+		if ( /^data:.*,.*$/i.test( url ) ) return url; // Blob URL
+
+		if ( /^blob:.*$/i.test( url ) ) return url; // Relative URL
+
+		return path + url;
+
+	}
+	/**
+	 * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#default-material
+	 */
+
+
+	function createDefaultMaterial( cache ) {
+
+		if ( cache[ 'DefaultMaterial' ] === undefined ) {
+
+			cache[ 'DefaultMaterial' ] = new THREE.MeshStandardMaterial( {
+				color: 0xFFFFFF,
+				emissive: 0x000000,
+				metalness: 1,
+				roughness: 1,
+				transparent: false,
+				depthTest: true,
+				side: THREE.FrontSide
+			} );
+
+		}
+
+		return cache[ 'DefaultMaterial' ];
+
+	}
+
+	function addUnknownExtensionsToUserData( knownExtensions, object, objectDef ) {
+
+		// Add unknown glTF extensions to an object's userData.
+		for ( const name in objectDef.extensions ) {
+
+			if ( knownExtensions[ name ] === undefined ) {
+
+				object.userData.gltfExtensions = object.userData.gltfExtensions || {};
+				object.userData.gltfExtensions[ name ] = objectDef.extensions[ name ];
+
+			}
+
+		}
+
+	}
+	/**
+	 * @param {Object3D|Material|BufferGeometry} object
+	 * @param {GLTF.definition} gltfDef
+	 */
+
+
+	function assignExtrasToUserData( object, gltfDef ) {
+
+		if ( gltfDef.extras !== undefined ) {
+
+			if ( typeof gltfDef.extras === 'object' ) {
+
+				Object.assign( object.userData, gltfDef.extras );
+
+			} else {
+
+				console.warn( 'THREE.GLTFLoader: Ignoring primitive type .extras, ' + gltfDef.extras );
+
+			}
+
+		}
+
+	}
+	/**
+	 * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#morph-targets
+	 *
+	 * @param {BufferGeometry} geometry
+	 * @param {Array<GLTF.Target>} targets
+	 * @param {GLTFParser} parser
+	 * @return {Promise<BufferGeometry>}
+	 */
+
+
+	function addMorphTargets( geometry, targets, parser ) {
+
+		let hasMorphPosition = false;
+		let hasMorphNormal = false;
+
+		for ( let i = 0, il = targets.length; i < il; i ++ ) {
+
+			const target = targets[ i ];
+			if ( target.POSITION !== undefined ) hasMorphPosition = true;
+			if ( target.NORMAL !== undefined ) hasMorphNormal = true;
+			if ( hasMorphPosition && hasMorphNormal ) break;
+
+		}
+
+		if ( ! hasMorphPosition && ! hasMorphNormal ) return Promise.resolve( geometry );
+		const pendingPositionAccessors = [];
+		const pendingNormalAccessors = [];
+
+		for ( let i = 0, il = targets.length; i < il; i ++ ) {
+
+			const target = targets[ i ];
+
+			if ( hasMorphPosition ) {
+
+				const pendingAccessor = target.POSITION !== undefined ? parser.getDependency( 'accessor', target.POSITION ) : geometry.attributes.position;
+				pendingPositionAccessors.push( pendingAccessor );
+
+			}
+
+			if ( hasMorphNormal ) {
+
+				const pendingAccessor = target.NORMAL !== undefined ? parser.getDependency( 'accessor', target.NORMAL ) : geometry.attributes.normal;
+				pendingNormalAccessors.push( pendingAccessor );
+
+			}
+
+		}
+
+		return Promise.all( [ Promise.all( pendingPositionAccessors ), Promise.all( pendingNormalAccessors ) ] ).then( function ( accessors ) {
+
+			const morphPositions = accessors[ 0 ];
+			const morphNormals = accessors[ 1 ];
+			if ( hasMorphPosition ) geometry.morphAttributes.position = morphPositions;
+			if ( hasMorphNormal ) geometry.morphAttributes.normal = morphNormals;
+			geometry.morphTargetsRelative = true;
+			return geometry;
+
+		} );
+
+	}
+	/**
+	 * @param {Mesh} mesh
+	 * @param {GLTF.Mesh} meshDef
+	 */
+
+
+	function updateMorphTargets( mesh, meshDef ) {
+
+		mesh.updateMorphTargets();
+
+		if ( meshDef.weights !== undefined ) {
+
+			for ( let i = 0, il = meshDef.weights.length; i < il; i ++ ) {
+
+				mesh.morphTargetInfluences[ i ] = meshDef.weights[ i ];
+
+			}
+
+		} // .extras has user-defined data, so check that .extras.targetNames is an array.
+
+
+		if ( meshDef.extras && Array.isArray( meshDef.extras.targetNames ) ) {
+
+			const targetNames = meshDef.extras.targetNames;
+
+			if ( mesh.morphTargetInfluences.length === targetNames.length ) {
+
+				mesh.morphTargetDictionary = {};
+
+				for ( let i = 0, il = targetNames.length; i < il; i ++ ) {
+
+					mesh.morphTargetDictionary[ targetNames[ i ] ] = i;
+
+				}
+
+			} else {
+
+				console.warn( 'THREE.GLTFLoader: Invalid extras.targetNames length. Ignoring names.' );
+
+			}
+
+		}
+
+	}
+
+	function createPrimitiveKey( primitiveDef ) {
+
+		const dracoExtension = primitiveDef.extensions && primitiveDef.extensions[ EXTENSIONS.KHR_DRACO_MESH_COMPRESSION ];
+		let geometryKey;
+
+		if ( dracoExtension ) {
+
+			geometryKey = 'draco:' + dracoExtension.bufferView + ':' + dracoExtension.indices + ':' + createAttributesKey( dracoExtension.attributes );
+
+		} else {
+
+			geometryKey = primitiveDef.indices + ':' + createAttributesKey( primitiveDef.attributes ) + ':' + primitiveDef.mode;
+
+		}
+
+		return geometryKey;
+
+	}
+
+	function createAttributesKey( attributes ) {
+
+		let attributesKey = '';
+		const keys = Object.keys( attributes ).sort();
+
+		for ( let i = 0, il = keys.length; i < il; i ++ ) {
+
+			attributesKey += keys[ i ] + ':' + attributes[ keys[ i ] ] + ';';
+
+		}
+
+		return attributesKey;
+
+	}
+
+	function getNormalizedComponentScale( constructor ) {
+
+		// Reference:
+		// https://github.com/KhronosGroup/glTF/tree/master/extensions/2.0/Khronos/KHR_mesh_quantization#encoding-quantized-data
+		switch ( constructor ) {
+
+			case Int8Array:
+				return 1 / 127;
+
+			case Uint8Array:
+				return 1 / 255;
+
+			case Int16Array:
+				return 1 / 32767;
+
+			case Uint16Array:
+				return 1 / 65535;
+
+			default:
+				throw new Error( 'THREE.GLTFLoader: Unsupported normalized accessor component type.' );
+
+		}
+
+	}
+	/* GLTF PARSER */
+
+
+	class GLTFParser {
+
+		constructor( json = {}, options = {} ) {
+
+			this.json = json;
+			this.extensions = {};
+			this.plugins = {};
+			this.options = options; // loader object cache
+
+			this.cache = new GLTFRegistry(); // associations between Three.js objects and glTF elements
+
+			this.associations = new Map(); // THREE.BufferGeometry caching
+
+			this.primitiveCache = {}; // THREE.Object3D instance caches
+
+			this.meshCache = {
+				refs: {},
+				uses: {}
+			};
+			this.cameraCache = {
+				refs: {},
+				uses: {}
+			};
+			this.lightCache = {
+				refs: {},
+				uses: {}
+			}; // Track node names, to ensure no duplicates
+
+			this.nodeNamesUsed = {}; // Use an THREE.ImageBitmapLoader if imageBitmaps are supported. Moves much of the
+			// expensive work of uploading a texture to the GPU off the main thread.
+
+			if ( typeof createImageBitmap !== 'undefined' && /Firefox/.test( navigator.userAgent ) === false ) {
+
+				this.textureLoader = new THREE.ImageBitmapLoader( this.options.manager );
+
+			} else {
+
+				this.textureLoader = new THREE.TextureLoader( this.options.manager );
+
+			}
+
+			this.textureLoader.setCrossOrigin( this.options.crossOrigin );
+			this.textureLoader.setRequestHeader( this.options.requestHeader );
+			this.fileLoader = new THREE.FileLoader( this.options.manager );
+			this.fileLoader.setResponseType( 'arraybuffer' );
+
+			if ( this.options.crossOrigin === 'use-credentials' ) {
+
+				this.fileLoader.setWithCredentials( true );
+
+			}
+
+		}
+
+		setExtensions( extensions ) {
+
+			this.extensions = extensions;
+
+		}
+
+		setPlugins( plugins ) {
+
+			this.plugins = plugins;
+
+		}
+
+		parse( onLoad, onError ) {
+
+			const parser = this;
+			const json = this.json;
+			const extensions = this.extensions; // Clear the loader cache
+
+			this.cache.removeAll(); // Mark the special nodes/meshes in json for efficient parse
+
+			this._invokeAll( function ( ext ) {
+
+				return ext._markDefs && ext._markDefs();
+
+			} );
+
+			Promise.all( this._invokeAll( function ( ext ) {
+
+				return ext.beforeRoot && ext.beforeRoot();
+
+			} ) ).then( function () {
+
+				return Promise.all( [ parser.getDependencies( 'scene' ), parser.getDependencies( 'animation' ), parser.getDependencies( 'camera' ) ] );
+
+			} ).then( function ( dependencies ) {
+
+				const result = {
+					scene: dependencies[ 0 ][ json.scene || 0 ],
+					scenes: dependencies[ 0 ],
+					animations: dependencies[ 1 ],
+					cameras: dependencies[ 2 ],
+					asset: json.asset,
+					parser: parser,
+					userData: {}
+				};
+				addUnknownExtensionsToUserData( extensions, result, json );
+				assignExtrasToUserData( result, json );
+				Promise.all( parser._invokeAll( function ( ext ) {
+
+					return ext.afterRoot && ext.afterRoot( result );
+
+				} ) ).then( function () {
+
+					onLoad( result );
+
+				} );
+
+			} ).catch( onError );
+
+		}
+		/**
+   * Marks the special nodes/meshes in json for efficient parse.
+   */
+
+
+		_markDefs() {
+
+			const nodeDefs = this.json.nodes || [];
+			const skinDefs = this.json.skins || [];
+			const meshDefs = this.json.meshes || []; // Nothing in the node definition indicates whether it is a THREE.Bone or an
+			// THREE.Object3D. Use the skins' joint references to mark bones.
+
+			for ( let skinIndex = 0, skinLength = skinDefs.length; skinIndex < skinLength; skinIndex ++ ) {
+
+				const joints = skinDefs[ skinIndex ].joints;
+
+				for ( let i = 0, il = joints.length; i < il; i ++ ) {
+
+					nodeDefs[ joints[ i ] ].isBone = true;
+
+				}
+
+			} // Iterate over all nodes, marking references to shared resources,
+			// as well as skeleton joints.
+
+
+			for ( let nodeIndex = 0, nodeLength = nodeDefs.length; nodeIndex < nodeLength; nodeIndex ++ ) {
+
+				const nodeDef = nodeDefs[ nodeIndex ];
+
+				if ( nodeDef.mesh !== undefined ) {
+
+					this._addNodeRef( this.meshCache, nodeDef.mesh ); // Nothing in the mesh definition indicates whether it is
+					// a THREE.SkinnedMesh or THREE.Mesh. Use the node's mesh reference
+					// to mark THREE.SkinnedMesh if node has skin.
+
+
+					if ( nodeDef.skin !== undefined ) {
+
+						meshDefs[ nodeDef.mesh ].isSkinnedMesh = true;
+
+					}
+
+				}
+
+				if ( nodeDef.camera !== undefined ) {
+
+					this._addNodeRef( this.cameraCache, nodeDef.camera );
+
+				}
+
+			}
+
+		}
+		/**
+   * Counts references to shared node / THREE.Object3D resources. These resources
+   * can be reused, or "instantiated", at multiple nodes in the scene
+   * hierarchy. THREE.Mesh, Camera, and Light instances are instantiated and must
+   * be marked. Non-scenegraph resources (like Materials, Geometries, and
+   * Textures) can be reused directly and are not marked here.
+   *
+   * Example: CesiumMilkTruck sample model reuses "Wheel" meshes.
+   */
+
+
+		_addNodeRef( cache, index ) {
+
+			if ( index === undefined ) return;
+
+			if ( cache.refs[ index ] === undefined ) {
+
+				cache.refs[ index ] = cache.uses[ index ] = 0;
+
+			}
+
+			cache.refs[ index ] ++;
+
+		}
+		/** Returns a reference to a shared resource, cloning it if necessary. */
+
+
+		_getNodeRef( cache, index, object ) {
+
+			if ( cache.refs[ index ] <= 1 ) return object;
+			const ref = object.clone();
+			ref.name += '_instance_' + cache.uses[ index ] ++;
+			return ref;
+
+		}
+
+		_invokeOne( func ) {
+
+			const extensions = Object.values( this.plugins );
+			extensions.push( this );
+
+			for ( let i = 0; i < extensions.length; i ++ ) {
+
+				const result = func( extensions[ i ] );
+				if ( result ) return result;
+
+			}
+
+			return null;
+
+		}
+
+		_invokeAll( func ) {
+
+			const extensions = Object.values( this.plugins );
+			extensions.unshift( this );
+			const pending = [];
+
+			for ( let i = 0; i < extensions.length; i ++ ) {
+
+				const result = func( extensions[ i ] );
+				if ( result ) pending.push( result );
+
+			}
+
+			return pending;
+
+		}
+		/**
+   * Requests the specified dependency asynchronously, with caching.
+   * @param {string} type
+   * @param {number} index
+   * @return {Promise<Object3D|Material|THREE.Texture|AnimationClip|ArrayBuffer|Object>}
+   */
+
+
+		getDependency( type, index ) {
+
+			const cacheKey = type + ':' + index;
+			let dependency = this.cache.get( cacheKey );
+
+			if ( ! dependency ) {
+
+				switch ( type ) {
+
+					case 'scene':
+						dependency = this.loadScene( index );
+						break;
+
+					case 'node':
+						dependency = this.loadNode( index );
+						break;
+
+					case 'mesh':
+						dependency = this._invokeOne( function ( ext ) {
+
+							return ext.loadMesh && ext.loadMesh( index );
+
+						} );
+						break;
+
+					case 'accessor':
+						dependency = this.loadAccessor( index );
+						break;
+
+					case 'bufferView':
+						dependency = this._invokeOne( function ( ext ) {
+
+							return ext.loadBufferView && ext.loadBufferView( index );
+
+						} );
+						break;
+
+					case 'buffer':
+						dependency = this.loadBuffer( index );
+						break;
+
+					case 'material':
+						dependency = this._invokeOne( function ( ext ) {
+
+							return ext.loadMaterial && ext.loadMaterial( index );
+
+						} );
+						break;
+
+					case 'texture':
+						dependency = this._invokeOne( function ( ext ) {
+
+							return ext.loadTexture && ext.loadTexture( index );
+
+						} );
+						break;
+
+					case 'skin':
+						dependency = this.loadSkin( index );
+						break;
+
+					case 'animation':
+						dependency = this.loadAnimation( index );
+						break;
+
+					case 'camera':
+						dependency = this.loadCamera( index );
+						break;
+
+					default:
+						throw new Error( 'Unknown type: ' + type );
+
+				}
+
+				this.cache.add( cacheKey, dependency );
+
+			}
+
+			return dependency;
+
+		}
+		/**
+   * Requests all dependencies of the specified type asynchronously, with caching.
+   * @param {string} type
+   * @return {Promise<Array<Object>>}
+   */
+
+
+		getDependencies( type ) {
+
+			let dependencies = this.cache.get( type );
+
+			if ( ! dependencies ) {
+
+				const parser = this;
+				const defs = this.json[ type + ( type === 'mesh' ? 'es' : 's' ) ] || [];
+				dependencies = Promise.all( defs.map( function ( def, index ) {
+
+					return parser.getDependency( type, index );
+
+				} ) );
+				this.cache.add( type, dependencies );
+
+			}
+
+			return dependencies;
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#buffers-and-buffer-views
+   * @param {number} bufferIndex
+   * @return {Promise<ArrayBuffer>}
+   */
+
+
+		loadBuffer( bufferIndex ) {
+
+			const bufferDef = this.json.buffers[ bufferIndex ];
+			const loader = this.fileLoader;
+
+			if ( bufferDef.type && bufferDef.type !== 'arraybuffer' ) {
+
+				throw new Error( 'THREE.GLTFLoader: ' + bufferDef.type + ' buffer type is not supported.' );
+
+			} // If present, GLB container is required to be the first buffer.
+
+
+			if ( bufferDef.uri === undefined && bufferIndex === 0 ) {
+
+				return Promise.resolve( this.extensions[ EXTENSIONS.KHR_BINARY_GLTF ].body );
+
+			}
+
+			const options = this.options;
+			return new Promise( function ( resolve, reject ) {
+
+				loader.load( resolveURL( bufferDef.uri, options.path ), resolve, undefined, function () {
+
+					reject( new Error( 'THREE.GLTFLoader: Failed to load buffer "' + bufferDef.uri + '".' ) );
+
+				} );
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#buffers-and-buffer-views
+   * @param {number} bufferViewIndex
+   * @return {Promise<ArrayBuffer>}
+   */
+
+
+		loadBufferView( bufferViewIndex ) {
+
+			const bufferViewDef = this.json.bufferViews[ bufferViewIndex ];
+			return this.getDependency( 'buffer', bufferViewDef.buffer ).then( function ( buffer ) {
+
+				const byteLength = bufferViewDef.byteLength || 0;
+				const byteOffset = bufferViewDef.byteOffset || 0;
+				return buffer.slice( byteOffset, byteOffset + byteLength );
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#accessors
+   * @param {number} accessorIndex
+   * @return {Promise<BufferAttribute|InterleavedBufferAttribute>}
+   */
+
+
+		loadAccessor( accessorIndex ) {
+
+			const parser = this;
+			const json = this.json;
+			const accessorDef = this.json.accessors[ accessorIndex ];
+
+			if ( accessorDef.bufferView === undefined && accessorDef.sparse === undefined ) {
+
+				// Ignore empty accessors, which may be used to declare runtime
+				// information about attributes coming from another source (e.g. Draco
+				// compression extension).
+				return Promise.resolve( null );
+
+			}
+
+			const pendingBufferViews = [];
+
+			if ( accessorDef.bufferView !== undefined ) {
+
+				pendingBufferViews.push( this.getDependency( 'bufferView', accessorDef.bufferView ) );
+
+			} else {
+
+				pendingBufferViews.push( null );
+
+			}
+
+			if ( accessorDef.sparse !== undefined ) {
+
+				pendingBufferViews.push( this.getDependency( 'bufferView', accessorDef.sparse.indices.bufferView ) );
+				pendingBufferViews.push( this.getDependency( 'bufferView', accessorDef.sparse.values.bufferView ) );
+
+			}
+
+			return Promise.all( pendingBufferViews ).then( function ( bufferViews ) {
+
+				const bufferView = bufferViews[ 0 ];
+				const itemSize = WEBGL_TYPE_SIZES[ accessorDef.type ];
+				const TypedArray = WEBGL_COMPONENT_TYPES[ accessorDef.componentType ]; // For VEC3: itemSize is 3, elementBytes is 4, itemBytes is 12.
+
+				const elementBytes = TypedArray.BYTES_PER_ELEMENT;
+				const itemBytes = elementBytes * itemSize;
+				const byteOffset = accessorDef.byteOffset || 0;
+				const byteStride = accessorDef.bufferView !== undefined ? json.bufferViews[ accessorDef.bufferView ].byteStride : undefined;
+				const normalized = accessorDef.normalized === true;
+				let array, bufferAttribute; // The buffer is not interleaved if the stride is the item size in bytes.
+
+				if ( byteStride && byteStride !== itemBytes ) {
+
+					// Each "slice" of the buffer, as defined by 'count' elements of 'byteStride' bytes, gets its own THREE.InterleavedBuffer
+					// This makes sure that IBA.count reflects accessor.count properly
+					const ibSlice = Math.floor( byteOffset / byteStride );
+					const ibCacheKey = 'InterleavedBuffer:' + accessorDef.bufferView + ':' + accessorDef.componentType + ':' + ibSlice + ':' + accessorDef.count;
+					let ib = parser.cache.get( ibCacheKey );
+
+					if ( ! ib ) {
+
+						array = new TypedArray( bufferView, ibSlice * byteStride, accessorDef.count * byteStride / elementBytes ); // Integer parameters to IB/IBA are in array elements, not bytes.
+
+						ib = new THREE.InterleavedBuffer( array, byteStride / elementBytes );
+						parser.cache.add( ibCacheKey, ib );
+
+					}
+
+					bufferAttribute = new THREE.InterleavedBufferAttribute( ib, itemSize, byteOffset % byteStride / elementBytes, normalized );
+
+				} else {
+
+					if ( bufferView === null ) {
+
+						array = new TypedArray( accessorDef.count * itemSize );
+
+					} else {
+
+						array = new TypedArray( bufferView, byteOffset, accessorDef.count * itemSize );
+
+					}
+
+					bufferAttribute = new THREE.BufferAttribute( array, itemSize, normalized );
+
+				} // https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#sparse-accessors
+
+
+				if ( accessorDef.sparse !== undefined ) {
+
+					const itemSizeIndices = WEBGL_TYPE_SIZES.SCALAR;
+					const TypedArrayIndices = WEBGL_COMPONENT_TYPES[ accessorDef.sparse.indices.componentType ];
+					const byteOffsetIndices = accessorDef.sparse.indices.byteOffset || 0;
+					const byteOffsetValues = accessorDef.sparse.values.byteOffset || 0;
+					const sparseIndices = new TypedArrayIndices( bufferViews[ 1 ], byteOffsetIndices, accessorDef.sparse.count * itemSizeIndices );
+					const sparseValues = new TypedArray( bufferViews[ 2 ], byteOffsetValues, accessorDef.sparse.count * itemSize );
+
+					if ( bufferView !== null ) {
+
+						// Avoid modifying the original ArrayBuffer, if the bufferView wasn't initialized with zeroes.
+						bufferAttribute = new THREE.BufferAttribute( bufferAttribute.array.slice(), bufferAttribute.itemSize, bufferAttribute.normalized );
+
+					}
+
+					for ( let i = 0, il = sparseIndices.length; i < il; i ++ ) {
+
+						const index = sparseIndices[ i ];
+						bufferAttribute.setX( index, sparseValues[ i * itemSize ] );
+						if ( itemSize >= 2 ) bufferAttribute.setY( index, sparseValues[ i * itemSize + 1 ] );
+						if ( itemSize >= 3 ) bufferAttribute.setZ( index, sparseValues[ i * itemSize + 2 ] );
+						if ( itemSize >= 4 ) bufferAttribute.setW( index, sparseValues[ i * itemSize + 3 ] );
+						if ( itemSize >= 5 ) throw new Error( 'THREE.GLTFLoader: Unsupported itemSize in sparse THREE.BufferAttribute.' );
+
+					}
+
+				}
+
+				return bufferAttribute;
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#textures
+   * @param {number} textureIndex
+   * @return {Promise<THREE.Texture>}
+   */
+
+
+		loadTexture( textureIndex ) {
+
+			const json = this.json;
+			const options = this.options;
+			const textureDef = json.textures[ textureIndex ];
+			const source = json.images[ textureDef.source ];
+			let loader = this.textureLoader;
+
+			if ( source.uri ) {
+
+				const handler = options.manager.getHandler( source.uri );
+				if ( handler !== null ) loader = handler;
+
+			}
+
+			return this.loadTextureImage( textureIndex, source, loader );
+
+		}
+
+		loadTextureImage( textureIndex, source, loader ) {
+
+			const parser = this;
+			const json = this.json;
+			const options = this.options;
+			const textureDef = json.textures[ textureIndex ];
+			const URL = self.URL || self.webkitURL;
+			let sourceURI = source.uri;
+			let isObjectURL = false;
+			let hasAlpha = true;
+			if ( source.mimeType === 'image/jpeg' ) hasAlpha = false;
+
+			if ( source.bufferView !== undefined ) {
+
+				// Load binary image data from bufferView, if provided.
+				sourceURI = parser.getDependency( 'bufferView', source.bufferView ).then( function ( bufferView ) {
+
+					if ( source.mimeType === 'image/png' ) {
+
+						// Inspect the PNG 'IHDR' chunk to determine whether the image could have an
+						// alpha channel. This check is conservative — the image could have an alpha
+						// channel with all values == 1, and the indexed type (colorType == 3) only
+						// sometimes contains alpha.
+						//
+						// https://en.wikipedia.org/wiki/Portable_Network_Graphics#File_header
+						const colorType = new DataView( bufferView, 25, 1 ).getUint8( 0, false );
+						hasAlpha = colorType === 6 || colorType === 4 || colorType === 3;
+
+					}
+
+					isObjectURL = true;
+					const blob = new Blob( [ bufferView ], {
+						type: source.mimeType
+					} );
+					sourceURI = URL.createObjectURL( blob );
+					return sourceURI;
+
+				} );
+
+			} else if ( source.uri === undefined ) {
+
+				throw new Error( 'THREE.GLTFLoader: Image ' + textureIndex + ' is missing URI and bufferView' );
+
+			}
+
+			return Promise.resolve( sourceURI ).then( function ( sourceURI ) {
+
+				return new Promise( function ( resolve, reject ) {
+
+					let onLoad = resolve;
+
+					if ( loader.isImageBitmapLoader === true ) {
+
+						onLoad = function ( imageBitmap ) {
+
+							resolve( new THREE.CanvasTexture( imageBitmap ) );
+
+						};
+
+					}
+
+					loader.load( resolveURL( sourceURI, options.path ), onLoad, undefined, reject );
+
+				} );
+
+			} ).then( function ( texture ) {
+
+				// Clean up resources and configure Texture.
+				if ( isObjectURL === true ) {
+
+					URL.revokeObjectURL( sourceURI );
+
+				}
+
+				texture.flipY = false;
+				if ( textureDef.name ) texture.name = textureDef.name; // When there is definitely no alpha channel in the texture, set THREE.RGBFormat to save space.
+
+				if ( ! hasAlpha ) texture.format = THREE.RGBFormat;
+				const samplers = json.samplers || {};
+				const sampler = samplers[ textureDef.sampler ] || {};
+				texture.magFilter = WEBGL_FILTERS[ sampler.magFilter ] || THREE.LinearFilter;
+				texture.minFilter = WEBGL_FILTERS[ sampler.minFilter ] || THREE.LinearMipmapLinearFilter;
+				texture.wrapS = WEBGL_WRAPPINGS[ sampler.wrapS ] || THREE.RepeatWrapping;
+				texture.wrapT = WEBGL_WRAPPINGS[ sampler.wrapT ] || THREE.RepeatWrapping;
+				parser.associations.set( texture, {
+					type: 'textures',
+					index: textureIndex
+				} );
+				return texture;
+
+			} );
+
+		}
+		/**
+   * Asynchronously assigns a texture to the given material parameters.
+   * @param {Object} materialParams
+   * @param {string} mapName
+   * @param {Object} mapDef
+   * @return {Promise}
+   */
+
+
+		assignTexture( materialParams, mapName, mapDef ) {
+
+			const parser = this;
+			return this.getDependency( 'texture', mapDef.index ).then( function ( texture ) {
+
+				// Materials sample aoMap from UV set 1 and other maps from UV set 0 - this can't be configured
+				// However, we will copy UV set 0 to UV set 1 on demand for aoMap
+				if ( mapDef.texCoord !== undefined && mapDef.texCoord != 0 && ! ( mapName === 'aoMap' && mapDef.texCoord == 1 ) ) {
+
+					console.warn( 'THREE.GLTFLoader: Custom UV set ' + mapDef.texCoord + ' for texture ' + mapName + ' not yet supported.' );
+
+				}
+
+				if ( parser.extensions[ EXTENSIONS.KHR_TEXTURE_TRANSFORM ] ) {
+
+					const transform = mapDef.extensions !== undefined ? mapDef.extensions[ EXTENSIONS.KHR_TEXTURE_TRANSFORM ] : undefined;
+
+					if ( transform ) {
+
+						const gltfReference = parser.associations.get( texture );
+						texture = parser.extensions[ EXTENSIONS.KHR_TEXTURE_TRANSFORM ].extendTexture( texture, transform );
+						parser.associations.set( texture, gltfReference );
+
+					}
+
+				}
+
+				materialParams[ mapName ] = texture;
+
+			} );
+
+		}
+		/**
+   * Assigns final material to a THREE.Mesh, THREE.Line, or THREE.Points instance. The instance
+   * already has a material (generated from the glTF material options alone)
+   * but reuse of the same glTF material may require multiple threejs materials
+   * to accommodate different primitive types, defines, etc. New materials will
+   * be created if necessary, and reused from a cache.
+   * @param  {Object3D} mesh THREE.Mesh, THREE.Line, or THREE.Points instance.
+   */
+
+
+		assignFinalMaterial( mesh ) {
+
+			const geometry = mesh.geometry;
+			let material = mesh.material;
+			const useVertexTangents = geometry.attributes.tangent !== undefined;
+			const useVertexColors = geometry.attributes.color !== undefined;
+			const useFlatShading = geometry.attributes.normal === undefined;
+			const useSkinning = mesh.isSkinnedMesh === true;
+			const useMorphTargets = Object.keys( geometry.morphAttributes ).length > 0;
+			const useMorphNormals = useMorphTargets && geometry.morphAttributes.normal !== undefined;
+
+			if ( mesh.isPoints ) {
+
+				const cacheKey = 'PointsMaterial:' + material.uuid;
+				let pointsMaterial = this.cache.get( cacheKey );
+
+				if ( ! pointsMaterial ) {
+
+					pointsMaterial = new THREE.PointsMaterial();
+					THREE.Material.prototype.copy.call( pointsMaterial, material );
+					pointsMaterial.color.copy( material.color );
+					pointsMaterial.map = material.map;
+					pointsMaterial.sizeAttenuation = false; // glTF spec says points should be 1px
+
+					this.cache.add( cacheKey, pointsMaterial );
+
+				}
+
+				material = pointsMaterial;
+
+			} else if ( mesh.isLine ) {
+
+				const cacheKey = 'LineBasicMaterial:' + material.uuid;
+				let lineMaterial = this.cache.get( cacheKey );
+
+				if ( ! lineMaterial ) {
+
+					lineMaterial = new THREE.LineBasicMaterial();
+					THREE.Material.prototype.copy.call( lineMaterial, material );
+					lineMaterial.color.copy( material.color );
+					this.cache.add( cacheKey, lineMaterial );
+
+				}
+
+				material = lineMaterial;
+
+			} // Clone the material if it will be modified
+
+
+			if ( useVertexTangents || useVertexColors || useFlatShading || useSkinning || useMorphTargets ) {
+
+				let cacheKey = 'ClonedMaterial:' + material.uuid + ':';
+				if ( material.isGLTFSpecularGlossinessMaterial ) cacheKey += 'specular-glossiness:';
+				if ( useSkinning ) cacheKey += 'skinning:';
+				if ( useVertexTangents ) cacheKey += 'vertex-tangents:';
+				if ( useVertexColors ) cacheKey += 'vertex-colors:';
+				if ( useFlatShading ) cacheKey += 'flat-shading:';
+				if ( useMorphTargets ) cacheKey += 'morph-targets:';
+				if ( useMorphNormals ) cacheKey += 'morph-normals:';
+				let cachedMaterial = this.cache.get( cacheKey );
+
+				if ( ! cachedMaterial ) {
+
+					cachedMaterial = material.clone();
+					if ( useSkinning ) cachedMaterial.skinning = true;
+					if ( useVertexColors ) cachedMaterial.vertexColors = true;
+					if ( useFlatShading ) cachedMaterial.flatShading = true;
+					if ( useMorphTargets ) cachedMaterial.morphTargets = true;
+					if ( useMorphNormals ) cachedMaterial.morphNormals = true;
+
+					if ( useVertexTangents ) {
+
+						cachedMaterial.vertexTangents = true; // https://github.com/mrdoob/three.js/issues/11438#issuecomment-507003995
+
+						if ( cachedMaterial.normalScale ) cachedMaterial.normalScale.y *= - 1;
+						if ( cachedMaterial.clearcoatNormalScale ) cachedMaterial.clearcoatNormalScale.y *= - 1;
+
+					}
+
+					this.cache.add( cacheKey, cachedMaterial );
+					this.associations.set( cachedMaterial, this.associations.get( material ) );
+
+				}
+
+				material = cachedMaterial;
+
+			} // workarounds for mesh and geometry
+
+
+			if ( material.aoMap && geometry.attributes.uv2 === undefined && geometry.attributes.uv !== undefined ) {
+
+				geometry.setAttribute( 'uv2', geometry.attributes.uv );
+
+			}
+
+			mesh.material = material;
+
+		}
+
+		getMaterialType( ) {
+
+			return THREE.MeshStandardMaterial;
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#materials
+   * @param {number} materialIndex
+   * @return {Promise<Material>}
+   */
+
+
+		loadMaterial( materialIndex ) {
+
+			const parser = this;
+			const json = this.json;
+			const extensions = this.extensions;
+			const materialDef = json.materials[ materialIndex ];
+			let materialType;
+			const materialParams = {};
+			const materialExtensions = materialDef.extensions || {};
+			const pending = [];
+
+			if ( materialExtensions[ EXTENSIONS.KHR_MATERIALS_PBR_SPECULAR_GLOSSINESS ] ) {
+
+				const sgExtension = extensions[ EXTENSIONS.KHR_MATERIALS_PBR_SPECULAR_GLOSSINESS ];
+				materialType = sgExtension.getMaterialType();
+				pending.push( sgExtension.extendParams( materialParams, materialDef, parser ) );
+
+			} else if ( materialExtensions[ EXTENSIONS.KHR_MATERIALS_UNLIT ] ) {
+
+				const kmuExtension = extensions[ EXTENSIONS.KHR_MATERIALS_UNLIT ];
+				materialType = kmuExtension.getMaterialType();
+				pending.push( kmuExtension.extendParams( materialParams, materialDef, parser ) );
+
+			} else {
+
+				// Specification:
+				// https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#metallic-roughness-material
+				const metallicRoughness = materialDef.pbrMetallicRoughness || {};
+				materialParams.color = new THREE.Color( 1.0, 1.0, 1.0 );
+				materialParams.opacity = 1.0;
+
+				if ( Array.isArray( metallicRoughness.baseColorFactor ) ) {
+
+					const array = metallicRoughness.baseColorFactor;
+					materialParams.color.fromArray( array );
+					materialParams.opacity = array[ 3 ];
+
+				}
+
+				if ( metallicRoughness.baseColorTexture !== undefined ) {
+
+					pending.push( parser.assignTexture( materialParams, 'map', metallicRoughness.baseColorTexture ) );
+
+				}
+
+				materialParams.metalness = metallicRoughness.metallicFactor !== undefined ? metallicRoughness.metallicFactor : 1.0;
+				materialParams.roughness = metallicRoughness.roughnessFactor !== undefined ? metallicRoughness.roughnessFactor : 1.0;
+
+				if ( metallicRoughness.metallicRoughnessTexture !== undefined ) {
+
+					pending.push( parser.assignTexture( materialParams, 'metalnessMap', metallicRoughness.metallicRoughnessTexture ) );
+					pending.push( parser.assignTexture( materialParams, 'roughnessMap', metallicRoughness.metallicRoughnessTexture ) );
+
+				}
+
+				materialType = this._invokeOne( function ( ext ) {
+
+					return ext.getMaterialType && ext.getMaterialType( materialIndex );
+
+				} );
+				pending.push( Promise.all( this._invokeAll( function ( ext ) {
+
+					return ext.extendMaterialParams && ext.extendMaterialParams( materialIndex, materialParams );
+
+				} ) ) );
+
+			}
+
+			if ( materialDef.doubleSided === true ) {
+
+				materialParams.side = THREE.DoubleSide;
+
+			}
+
+			const alphaMode = materialDef.alphaMode || ALPHA_MODES.OPAQUE;
+
+			if ( alphaMode === ALPHA_MODES.BLEND ) {
+
+				materialParams.transparent = true; // See: https://github.com/mrdoob/three.js/issues/17706
+
+				materialParams.depthWrite = false;
+
+			} else {
+
+				materialParams.transparent = false;
+
+				if ( alphaMode === ALPHA_MODES.MASK ) {
+
+					materialParams.alphaTest = materialDef.alphaCutoff !== undefined ? materialDef.alphaCutoff : 0.5;
+
+				}
+
+			}
+
+			if ( materialDef.normalTexture !== undefined && materialType !== THREE.MeshBasicMaterial ) {
+
+				pending.push( parser.assignTexture( materialParams, 'normalMap', materialDef.normalTexture ) ); // https://github.com/mrdoob/three.js/issues/11438#issuecomment-507003995
+
+				materialParams.normalScale = new THREE.Vector2( 1, - 1 );
+
+				if ( materialDef.normalTexture.scale !== undefined ) {
+
+					materialParams.normalScale.set( materialDef.normalTexture.scale, - materialDef.normalTexture.scale );
+
+				}
+
+			}
+
+			if ( materialDef.occlusionTexture !== undefined && materialType !== THREE.MeshBasicMaterial ) {
+
+				pending.push( parser.assignTexture( materialParams, 'aoMap', materialDef.occlusionTexture ) );
+
+				if ( materialDef.occlusionTexture.strength !== undefined ) {
+
+					materialParams.aoMapIntensity = materialDef.occlusionTexture.strength;
+
+				}
+
+			}
+
+			if ( materialDef.emissiveFactor !== undefined && materialType !== THREE.MeshBasicMaterial ) {
+
+				materialParams.emissive = new THREE.Color().fromArray( materialDef.emissiveFactor );
+
+			}
+
+			if ( materialDef.emissiveTexture !== undefined && materialType !== THREE.MeshBasicMaterial ) {
+
+				pending.push( parser.assignTexture( materialParams, 'emissiveMap', materialDef.emissiveTexture ) );
+
+			}
+
+			return Promise.all( pending ).then( function () {
+
+				let material;
+
+				if ( materialType === GLTFMeshStandardSGMaterial ) {
+
+					material = extensions[ EXTENSIONS.KHR_MATERIALS_PBR_SPECULAR_GLOSSINESS ].createMaterial( materialParams );
+
+				} else {
+
+					material = new materialType( materialParams );
+
+				}
+
+				if ( materialDef.name ) material.name = materialDef.name; // baseColorTexture, emissiveTexture, and specularGlossinessTexture use sRGB encoding.
+
+				if ( material.map ) material.map.encoding = THREE.sRGBEncoding;
+				if ( material.emissiveMap ) material.emissiveMap.encoding = THREE.sRGBEncoding;
+				assignExtrasToUserData( material, materialDef );
+				parser.associations.set( material, {
+					type: 'materials',
+					index: materialIndex
+				} );
+				if ( materialDef.extensions ) addUnknownExtensionsToUserData( extensions, material, materialDef );
+				return material;
+
+			} );
+
+		}
+		/** When THREE.Object3D instances are targeted by animation, they need unique names. */
+
+
+		createUniqueName( originalName ) {
+
+			const sanitizedName = THREE.PropertyBinding.sanitizeNodeName( originalName || '' );
+			let name = sanitizedName;
+
+			for ( let i = 1; this.nodeNamesUsed[ name ]; ++ i ) {
+
+				name = sanitizedName + '_' + i;
+
+			}
+
+			this.nodeNamesUsed[ name ] = true;
+			return name;
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#geometry
+   *
+   * Creates BufferGeometries from primitives.
+   *
+   * @param {Array<GLTF.Primitive>} primitives
+   * @return {Promise<Array<BufferGeometry>>}
+   */
+
+
+		loadGeometries( primitives ) {
+
+			const parser = this;
+			const extensions = this.extensions;
+			const cache = this.primitiveCache;
+
+			function createDracoPrimitive( primitive ) {
+
+				return extensions[ EXTENSIONS.KHR_DRACO_MESH_COMPRESSION ].decodePrimitive( primitive, parser ).then( function ( geometry ) {
+
+					return addPrimitiveAttributes( geometry, primitive, parser );
+
+				} );
+
+			}
+
+			const pending = [];
+
+			for ( let i = 0, il = primitives.length; i < il; i ++ ) {
+
+				const primitive = primitives[ i ];
+				const cacheKey = createPrimitiveKey( primitive ); // See if we've already created this geometry
+
+				const cached = cache[ cacheKey ];
+
+				if ( cached ) {
+
+					// Use the cached geometry if it exists
+					pending.push( cached.promise );
+
+				} else {
+
+					let geometryPromise;
+
+					if ( primitive.extensions && primitive.extensions[ EXTENSIONS.KHR_DRACO_MESH_COMPRESSION ] ) {
+
+						// Use DRACO geometry if available
+						geometryPromise = createDracoPrimitive( primitive );
+
+					} else {
+
+						// Otherwise create a new geometry
+						geometryPromise = addPrimitiveAttributes( new THREE.BufferGeometry(), primitive, parser );
+
+					} // Cache this geometry
+
+
+					cache[ cacheKey ] = {
+						primitive: primitive,
+						promise: geometryPromise
+					};
+					pending.push( geometryPromise );
+
+				}
+
+			}
+
+			return Promise.all( pending );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/blob/master/specification/2.0/README.md#meshes
+   * @param {number} meshIndex
+   * @return {Promise<Group|Mesh|SkinnedMesh>}
+   */
+
+
+		loadMesh( meshIndex ) {
+
+			const parser = this;
+			const json = this.json;
+			const extensions = this.extensions;
+			const meshDef = json.meshes[ meshIndex ];
+			const primitives = meshDef.primitives;
+			const pending = [];
+
+			for ( let i = 0, il = primitives.length; i < il; i ++ ) {
+
+				const material = primitives[ i ].material === undefined ? createDefaultMaterial( this.cache ) : this.getDependency( 'material', primitives[ i ].material );
+				pending.push( material );
+
+			}
+
+			pending.push( parser.loadGeometries( primitives ) );
+			return Promise.all( pending ).then( function ( results ) {
+
+				const materials = results.slice( 0, results.length - 1 );
+				const geometries = results[ results.length - 1 ];
+				const meshes = [];
+
+				for ( let i = 0, il = geometries.length; i < il; i ++ ) {
+
+					const geometry = geometries[ i ];
+					const primitive = primitives[ i ]; // 1. create THREE.Mesh
+
+					let mesh;
+					const material = materials[ i ];
+
+					if ( primitive.mode === WEBGL_CONSTANTS.TRIANGLES || primitive.mode === WEBGL_CONSTANTS.TRIANGLE_STRIP || primitive.mode === WEBGL_CONSTANTS.TRIANGLE_FAN || primitive.mode === undefined ) {
+
+						// .isSkinnedMesh isn't in glTF spec. See ._markDefs()
+						mesh = meshDef.isSkinnedMesh === true ? new THREE.SkinnedMesh( geometry, material ) : new THREE.Mesh( geometry, material );
+
+						if ( mesh.isSkinnedMesh === true && ! mesh.geometry.attributes.skinWeight.normalized ) {
+
+							// we normalize floating point skin weight array to fix malformed assets (see #15319)
+							// it's important to skip this for non-float32 data since normalizeSkinWeights assumes non-normalized inputs
+							mesh.normalizeSkinWeights();
+
+						}
+
+						if ( primitive.mode === WEBGL_CONSTANTS.TRIANGLE_STRIP ) {
+
+							mesh.geometry = toTrianglesDrawMode( mesh.geometry, THREE.TriangleStripDrawMode );
+
+						} else if ( primitive.mode === WEBGL_CONSTANTS.TRIANGLE_FAN ) {
+
+							mesh.geometry = toTrianglesDrawMode( mesh.geometry, THREE.TriangleFanDrawMode );
+
+						}
+
+					} else if ( primitive.mode === WEBGL_CONSTANTS.LINES ) {
+
+						mesh = new THREE.LineSegments( geometry, material );
+
+					} else if ( primitive.mode === WEBGL_CONSTANTS.LINE_STRIP ) {
+
+						mesh = new THREE.Line( geometry, material );
+
+					} else if ( primitive.mode === WEBGL_CONSTANTS.LINE_LOOP ) {
+
+						mesh = new THREE.LineLoop( geometry, material );
+
+					} else if ( primitive.mode === WEBGL_CONSTANTS.POINTS ) {
+
+						mesh = new THREE.Points( geometry, material );
+
+					} else {
+
+						throw new Error( 'THREE.GLTFLoader: Primitive mode unsupported: ' + primitive.mode );
+
+					}
+
+					if ( Object.keys( mesh.geometry.morphAttributes ).length > 0 ) {
+
+						updateMorphTargets( mesh, meshDef );
+
+					}
+
+					mesh.name = parser.createUniqueName( meshDef.name || 'mesh_' + meshIndex );
+					assignExtrasToUserData( mesh, meshDef );
+					if ( primitive.extensions ) addUnknownExtensionsToUserData( extensions, mesh, primitive );
+					parser.assignFinalMaterial( mesh );
+					meshes.push( mesh );
+
+				}
+
+				if ( meshes.length === 1 ) {
+
+					return meshes[ 0 ];
+
+				}
+
+				const group = new THREE.Group();
+
+				for ( let i = 0, il = meshes.length; i < il; i ++ ) {
+
+					group.add( meshes[ i ] );
+
+				}
+
+				return group;
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#cameras
+   * @param {number} cameraIndex
+   * @return {Promise<THREE.Camera>}
+   */
+
+
+		loadCamera( cameraIndex ) {
+
+			let camera;
+			const cameraDef = this.json.cameras[ cameraIndex ];
+			const params = cameraDef[ cameraDef.type ];
+
+			if ( ! params ) {
+
+				console.warn( 'THREE.GLTFLoader: Missing camera parameters.' );
+				return;
+
+			}
+
+			if ( cameraDef.type === 'perspective' ) {
+
+				camera = new THREE.PerspectiveCamera( THREE.MathUtils.radToDeg( params.yfov ), params.aspectRatio || 1, params.znear || 1, params.zfar || 2e6 );
+
+			} else if ( cameraDef.type === 'orthographic' ) {
+
+				camera = new THREE.OrthographicCamera( - params.xmag, params.xmag, params.ymag, - params.ymag, params.znear, params.zfar );
+
+			}
+
+			if ( cameraDef.name ) camera.name = this.createUniqueName( cameraDef.name );
+			assignExtrasToUserData( camera, cameraDef );
+			return Promise.resolve( camera );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#skins
+   * @param {number} skinIndex
+   * @return {Promise<Object>}
+   */
+
+
+		loadSkin( skinIndex ) {
+
+			const skinDef = this.json.skins[ skinIndex ];
+			const skinEntry = {
+				joints: skinDef.joints
+			};
+
+			if ( skinDef.inverseBindMatrices === undefined ) {
+
+				return Promise.resolve( skinEntry );
+
+			}
+
+			return this.getDependency( 'accessor', skinDef.inverseBindMatrices ).then( function ( accessor ) {
+
+				skinEntry.inverseBindMatrices = accessor;
+				return skinEntry;
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#animations
+   * @param {number} animationIndex
+   * @return {Promise<AnimationClip>}
+   */
+
+
+		loadAnimation( animationIndex ) {
+
+			const json = this.json;
+			const animationDef = json.animations[ animationIndex ];
+			const pendingNodes = [];
+			const pendingInputAccessors = [];
+			const pendingOutputAccessors = [];
+			const pendingSamplers = [];
+			const pendingTargets = [];
+
+			for ( let i = 0, il = animationDef.channels.length; i < il; i ++ ) {
+
+				const channel = animationDef.channels[ i ];
+				const sampler = animationDef.samplers[ channel.sampler ];
+				const target = channel.target;
+				const name = target.node !== undefined ? target.node : target.id; // NOTE: target.id is deprecated.
+
+				const input = animationDef.parameters !== undefined ? animationDef.parameters[ sampler.input ] : sampler.input;
+				const output = animationDef.parameters !== undefined ? animationDef.parameters[ sampler.output ] : sampler.output;
+				pendingNodes.push( this.getDependency( 'node', name ) );
+				pendingInputAccessors.push( this.getDependency( 'accessor', input ) );
+				pendingOutputAccessors.push( this.getDependency( 'accessor', output ) );
+				pendingSamplers.push( sampler );
+				pendingTargets.push( target );
+
+			}
+
+			return Promise.all( [ Promise.all( pendingNodes ), Promise.all( pendingInputAccessors ), Promise.all( pendingOutputAccessors ), Promise.all( pendingSamplers ), Promise.all( pendingTargets ) ] ).then( function ( dependencies ) {
+
+				const nodes = dependencies[ 0 ];
+				const inputAccessors = dependencies[ 1 ];
+				const outputAccessors = dependencies[ 2 ];
+				const samplers = dependencies[ 3 ];
+				const targets = dependencies[ 4 ];
+				const tracks = [];
+
+				for ( let i = 0, il = nodes.length; i < il; i ++ ) {
+
+					const node = nodes[ i ];
+					const inputAccessor = inputAccessors[ i ];
+					const outputAccessor = outputAccessors[ i ];
+					const sampler = samplers[ i ];
+					const target = targets[ i ];
+					if ( node === undefined ) continue;
+					node.updateMatrix();
+					node.matrixAutoUpdate = true;
+					let TypedKeyframeTrack;
+
+					switch ( PATH_PROPERTIES[ target.path ] ) {
+
+						case PATH_PROPERTIES.weights:
+							TypedKeyframeTrack = THREE.NumberKeyframeTrack;
+							break;
+
+						case PATH_PROPERTIES.rotation:
+							TypedKeyframeTrack = THREE.QuaternionKeyframeTrack;
+							break;
+
+						case PATH_PROPERTIES.position:
+						case PATH_PROPERTIES.scale:
+						default:
+							TypedKeyframeTrack = THREE.VectorKeyframeTrack;
+							break;
+
+					}
+
+					const targetName = node.name ? node.name : node.uuid;
+					const interpolation = sampler.interpolation !== undefined ? INTERPOLATION[ sampler.interpolation ] : THREE.InterpolateLinear;
+					const targetNames = [];
+
+					if ( PATH_PROPERTIES[ target.path ] === PATH_PROPERTIES.weights ) {
+
+						// Node may be a THREE.Group (glTF mesh with several primitives) or a THREE.Mesh.
+						node.traverse( function ( object ) {
+
+							if ( object.isMesh === true && object.morphTargetInfluences ) {
+
+								targetNames.push( object.name ? object.name : object.uuid );
+
+							}
+
+						} );
+
+					} else {
+
+						targetNames.push( targetName );
+
+					}
+
+					let outputArray = outputAccessor.array;
+
+					if ( outputAccessor.normalized ) {
+
+						const scale = getNormalizedComponentScale( outputArray.constructor );
+						const scaled = new Float32Array( outputArray.length );
+
+						for ( let j = 0, jl = outputArray.length; j < jl; j ++ ) {
+
+							scaled[ j ] = outputArray[ j ] * scale;
+
+						}
+
+						outputArray = scaled;
+
+					}
+
+					for ( let j = 0, jl = targetNames.length; j < jl; j ++ ) {
+
+						const track = new TypedKeyframeTrack( targetNames[ j ] + '.' + PATH_PROPERTIES[ target.path ], inputAccessor.array, outputArray, interpolation ); // Override interpolation with custom factory method.
+
+						if ( sampler.interpolation === 'CUBICSPLINE' ) {
+
+							track.createInterpolant = function InterpolantFactoryMethodGLTFCubicSpline( result ) {
+
+								// A CUBICSPLINE keyframe in glTF has three output values for each input value,
+								// representing inTangent, splineVertex, and outTangent. As a result, track.getValueSize()
+								// must be divided by three to get the interpolant's sampleSize argument.
+								return new GLTFCubicSplineInterpolant( this.times, this.values, this.getValueSize() / 3, result );
+
+							}; // Mark as CUBICSPLINE. `track.getInterpolation()` doesn't support custom interpolants.
+
+
+							track.createInterpolant.isInterpolantFactoryMethodGLTFCubicSpline = true;
+
+						}
+
+						tracks.push( track );
+
+					}
+
+				}
+
+				const name = animationDef.name ? animationDef.name : 'animation_' + animationIndex;
+				return new THREE.AnimationClip( name, undefined, tracks );
+
+			} );
+
+		}
+
+		createNodeMesh( nodeIndex ) {
+
+			const json = this.json;
+			const parser = this;
+			const nodeDef = json.nodes[ nodeIndex ];
+			if ( nodeDef.mesh === undefined ) return null;
+			return parser.getDependency( 'mesh', nodeDef.mesh ).then( function ( mesh ) {
+
+				const node = parser._getNodeRef( parser.meshCache, nodeDef.mesh, mesh ); // if weights are provided on the node, override weights on the mesh.
+
+
+				if ( nodeDef.weights !== undefined ) {
+
+					node.traverse( function ( o ) {
+
+						if ( ! o.isMesh ) return;
+
+						for ( let i = 0, il = nodeDef.weights.length; i < il; i ++ ) {
+
+							o.morphTargetInfluences[ i ] = nodeDef.weights[ i ];
+
+						}
+
+					} );
+
+				}
+
+				return node;
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#nodes-and-hierarchy
+   * @param {number} nodeIndex
+   * @return {Promise<Object3D>}
+   */
+
+
+		loadNode( nodeIndex ) {
+
+			const json = this.json;
+			const extensions = this.extensions;
+			const parser = this;
+			const nodeDef = json.nodes[ nodeIndex ]; // reserve node's name before its dependencies, so the root has the intended name.
+
+			const nodeName = nodeDef.name ? parser.createUniqueName( nodeDef.name ) : '';
+			return function () {
+
+				const pending = [];
+
+				const meshPromise = parser._invokeOne( function ( ext ) {
+
+					return ext.createNodeMesh && ext.createNodeMesh( nodeIndex );
+
+				} );
+
+				if ( meshPromise ) {
+
+					pending.push( meshPromise );
+
+				}
+
+				if ( nodeDef.camera !== undefined ) {
+
+					pending.push( parser.getDependency( 'camera', nodeDef.camera ).then( function ( camera ) {
+
+						return parser._getNodeRef( parser.cameraCache, nodeDef.camera, camera );
+
+					} ) );
+
+				}
+
+				parser._invokeAll( function ( ext ) {
+
+					return ext.createNodeAttachment && ext.createNodeAttachment( nodeIndex );
+
+				} ).forEach( function ( promise ) {
+
+					pending.push( promise );
+
+				} );
+
+				return Promise.all( pending );
+
+			}().then( function ( objects ) {
+
+				let node; // .isBone isn't in glTF spec. See ._markDefs
+
+				if ( nodeDef.isBone === true ) {
+
+					node = new THREE.Bone();
+
+				} else if ( objects.length > 1 ) {
+
+					node = new THREE.Group();
+
+				} else if ( objects.length === 1 ) {
+
+					node = objects[ 0 ];
+
+				} else {
+
+					node = new THREE.Object3D();
+
+				}
+
+				if ( node !== objects[ 0 ] ) {
+
+					for ( let i = 0, il = objects.length; i < il; i ++ ) {
+
+						node.add( objects[ i ] );
+
+					}
+
+				}
+
+				if ( nodeDef.name ) {
+
+					node.userData.name = nodeDef.name;
+					node.name = nodeName;
+
+				}
+
+				assignExtrasToUserData( node, nodeDef );
+				if ( nodeDef.extensions ) addUnknownExtensionsToUserData( extensions, node, nodeDef );
+
+				if ( nodeDef.matrix !== undefined ) {
+
+					const matrix = new THREE.Matrix4();
+					matrix.fromArray( nodeDef.matrix );
+					node.applyMatrix4( matrix );
+
+				} else {
+
+					if ( nodeDef.translation !== undefined ) {
+
+						node.position.fromArray( nodeDef.translation );
+
+					}
+
+					if ( nodeDef.rotation !== undefined ) {
+
+						node.quaternion.fromArray( nodeDef.rotation );
+
+					}
+
+					if ( nodeDef.scale !== undefined ) {
+
+						node.scale.fromArray( nodeDef.scale );
+
+					}
+
+				}
+
+				parser.associations.set( node, {
+					type: 'nodes',
+					index: nodeIndex
+				} );
+				return node;
+
+			} );
+
+		}
+		/**
+   * Specification: https://github.com/KhronosGroup/glTF/tree/master/specification/2.0#scenes
+   * @param {number} sceneIndex
+   * @return {Promise<Group>}
+   */
+
+
+		loadScene( sceneIndex ) {
+
+			const json = this.json;
+			const extensions = this.extensions;
+			const sceneDef = this.json.scenes[ sceneIndex ];
+			const parser = this; // THREE.Loader returns THREE.Group, not Scene.
+			// See: https://github.com/mrdoob/three.js/issues/18342#issuecomment-578981172
+
+			const scene = new THREE.Group();
+			if ( sceneDef.name ) scene.name = parser.createUniqueName( sceneDef.name );
+			assignExtrasToUserData( scene, sceneDef );
+			if ( sceneDef.extensions ) addUnknownExtensionsToUserData( extensions, scene, sceneDef );
+			const nodeIds = sceneDef.nodes || [];
+			const pending = [];
+
+			for ( let i = 0, il = nodeIds.length; i < il; i ++ ) {
+
+				pending.push( buildNodeHierachy( nodeIds[ i ], scene, json, parser ) );
+
+			}
+
+			return Promise.all( pending ).then( function () {
+
+				return scene;
+
+			} );
+
+		}
+
+	}
+
+	function buildNodeHierachy( nodeId, parentObject, json, parser ) {
+
+		const nodeDef = json.nodes[ nodeId ];
+		return parser.getDependency( 'node', nodeId ).then( function ( node ) {
+
+			if ( nodeDef.skin === undefined ) return node; // build skeleton here as well
+
+			let skinEntry;
+			return parser.getDependency( 'skin', nodeDef.skin ).then( function ( skin ) {
+
+				skinEntry = skin;
+				const pendingJoints = [];
+
+				for ( let i = 0, il = skinEntry.joints.length; i < il; i ++ ) {
+
+					pendingJoints.push( parser.getDependency( 'node', skinEntry.joints[ i ] ) );
+
+				}
+
+				return Promise.all( pendingJoints );
+
+			} ).then( function ( jointNodes ) {
+
+				node.traverse( function ( mesh ) {
+
+					if ( ! mesh.isMesh ) return;
+					const bones = [];
+					const boneInverses = [];
+
+					for ( let j = 0, jl = jointNodes.length; j < jl; j ++ ) {
+
+						const jointNode = jointNodes[ j ];
+
+						if ( jointNode ) {
+
+							bones.push( jointNode );
+							const mat = new THREE.Matrix4();
+
+							if ( skinEntry.inverseBindMatrices !== undefined ) {
+
+								mat.fromArray( skinEntry.inverseBindMatrices.array, j * 16 );
+
+							}
+
+							boneInverses.push( mat );
+
+						} else {
+
+							console.warn( 'THREE.GLTFLoader: Joint "%s" could not be found.', skinEntry.joints[ j ] );
+
+						}
+
+					}
+
+					mesh.bind( new THREE.Skeleton( bones, boneInverses ), mesh.matrixWorld );
+
+				} );
+				return node;
+
+			} );
+
+		} ).then( function ( node ) {
+
+			// build node hierachy
+			parentObject.add( node );
+			const pending = [];
+
+			if ( nodeDef.children ) {
+
+				const children = nodeDef.children;
+
+				for ( let i = 0, il = children.length; i < il; i ++ ) {
+
+					const child = children[ i ];
+					pending.push( buildNodeHierachy( child, node, json, parser ) );
+
+				}
+
+			}
+
+			return Promise.all( pending );
+
+		} );
+
+	}
+	/**
+ * @param {BufferGeometry} geometry
+ * @param {GLTF.Primitive} primitiveDef
+ * @param {GLTFParser} parser
+ */
+
+
+	function computeBounds( geometry, primitiveDef, parser ) {
+
+		const attributes = primitiveDef.attributes;
+		const box = new THREE.Box3();
+
+		if ( attributes.POSITION !== undefined ) {
+
+			const accessor = parser.json.accessors[ attributes.POSITION ];
+			const min = accessor.min;
+			const max = accessor.max; // glTF requires 'min' and 'max', but VRM (which extends glTF) currently ignores that requirement.
+
+			if ( min !== undefined && max !== undefined ) {
+
+				box.set( new THREE.Vector3( min[ 0 ], min[ 1 ], min[ 2 ] ), new THREE.Vector3( max[ 0 ], max[ 1 ], max[ 2 ] ) );
+
+				if ( accessor.normalized ) {
+
+					const boxScale = getNormalizedComponentScale( WEBGL_COMPONENT_TYPES[ accessor.componentType ] );
+					box.min.multiplyScalar( boxScale );
+					box.max.multiplyScalar( boxScale );
+
+				}
+
+			} else {
+
+				console.warn( 'THREE.GLTFLoader: Missing min/max properties for accessor POSITION.' );
+				return;
+
+			}
+
+		} else {
+
+			return;
+
+		}
+
+		const targets = primitiveDef.targets;
+
+		if ( targets !== undefined ) {
+
+			const maxDisplacement = new THREE.Vector3();
+			const vector = new THREE.Vector3();
+
+			for ( let i = 0, il = targets.length; i < il; i ++ ) {
+
+				const target = targets[ i ];
+
+				if ( target.POSITION !== undefined ) {
+
+					const accessor = parser.json.accessors[ target.POSITION ];
+					const min = accessor.min;
+					const max = accessor.max; // glTF requires 'min' and 'max', but VRM (which extends glTF) currently ignores that requirement.
+
+					if ( min !== undefined && max !== undefined ) {
+
+						// we need to get max of absolute components because target weight is [-1,1]
+						vector.setX( Math.max( Math.abs( min[ 0 ] ), Math.abs( max[ 0 ] ) ) );
+						vector.setY( Math.max( Math.abs( min[ 1 ] ), Math.abs( max[ 1 ] ) ) );
+						vector.setZ( Math.max( Math.abs( min[ 2 ] ), Math.abs( max[ 2 ] ) ) );
+
+						if ( accessor.normalized ) {
+
+							const boxScale = getNormalizedComponentScale( WEBGL_COMPONENT_TYPES[ accessor.componentType ] );
+							vector.multiplyScalar( boxScale );
+
+						} // Note: this assumes that the sum of all weights is at most 1. This isn't quite correct - it's more conservative
+						// to assume that each target can have a max weight of 1. However, for some use cases - notably, when morph targets
+						// are used to implement key-frame animations and as such only two are active at a time - this results in very large
+						// boxes. So for now we make a box that's sometimes a touch too small but is hopefully mostly of reasonable size.
+
+
+						maxDisplacement.max( vector );
+
+					} else {
+
+						console.warn( 'THREE.GLTFLoader: Missing min/max properties for accessor POSITION.' );
+
+					}
+
+				}
+
+			} // As per comment above this box isn't conservative, but has a reasonable size for a very large number of morph targets.
+
+
+			box.expandByVector( maxDisplacement );
+
+		}
+
+		geometry.boundingBox = box;
+		const sphere = new THREE.Sphere();
+		box.getCenter( sphere.center );
+		sphere.radius = box.min.distanceTo( box.max ) / 2;
+		geometry.boundingSphere = sphere;
+
+	}
+	/**
+ * @param {BufferGeometry} geometry
+ * @param {GLTF.Primitive} primitiveDef
+ * @param {GLTFParser} parser
+ * @return {Promise<BufferGeometry>}
+ */
+
+
+	function addPrimitiveAttributes( geometry, primitiveDef, parser ) {
+
+		const attributes = primitiveDef.attributes;
+		const pending = [];
+
+		function assignAttributeAccessor( accessorIndex, attributeName ) {
+
+			return parser.getDependency( 'accessor', accessorIndex ).then( function ( accessor ) {
+
+				geometry.setAttribute( attributeName, accessor );
+
+			} );
+
+		}
+
+		for ( const gltfAttributeName in attributes ) {
+
+			const threeAttributeName = ATTRIBUTES[ gltfAttributeName ] || gltfAttributeName.toLowerCase(); // Skip attributes already provided by e.g. Draco extension.
+
+			if ( threeAttributeName in geometry.attributes ) continue;
+			pending.push( assignAttributeAccessor( attributes[ gltfAttributeName ], threeAttributeName ) );
+
+		}
+
+		if ( primitiveDef.indices !== undefined && ! geometry.index ) {
+
+			const accessor = parser.getDependency( 'accessor', primitiveDef.indices ).then( function ( accessor ) {
+
+				geometry.setIndex( accessor );
+
+			} );
+			pending.push( accessor );
+
+		}
+
+		assignExtrasToUserData( geometry, primitiveDef );
+		computeBounds( geometry, primitiveDef, parser );
+		return Promise.all( pending ).then( function () {
+
+			return primitiveDef.targets !== undefined ? addMorphTargets( geometry, primitiveDef.targets, parser ) : geometry;
+
+		} );
+
+	}
+	/**
+ * @param {BufferGeometry} geometry
+ * @param {Number} drawMode
+ * @return {BufferGeometry}
+ */
+
+
+	function toTrianglesDrawMode( geometry, drawMode ) {
+
+		let index = geometry.getIndex(); // generate index if not present
+
+		if ( index === null ) {
+
+			const indices = [];
+			const position = geometry.getAttribute( 'position' );
+
+			if ( position !== undefined ) {
+
+				for ( let i = 0; i < position.count; i ++ ) {
+
+					indices.push( i );
+
+				}
+
+				geometry.setIndex( indices );
+				index = geometry.getIndex();
+
+			} else {
+
+				console.error( 'THREE.GLTFLoader.toTrianglesDrawMode(): Undefined position attribute. Processing not possible.' );
+				return geometry;
+
+			}
+
+		} //
+
+
+		const numberOfTriangles = index.count - 2;
+		const newIndices = [];
+
+		if ( drawMode === THREE.TriangleFanDrawMode ) {
+
+			// gl.TRIANGLE_FAN
+			for ( let i = 1; i <= numberOfTriangles; i ++ ) {
+
+				newIndices.push( index.getX( 0 ) );
+				newIndices.push( index.getX( i ) );
+				newIndices.push( index.getX( i + 1 ) );
+
+			}
+
+		} else {
+
+			// gl.TRIANGLE_STRIP
+			for ( let i = 0; i < numberOfTriangles; i ++ ) {
+
+				if ( i % 2 === 0 ) {
+
+					newIndices.push( index.getX( i ) );
+					newIndices.push( index.getX( i + 1 ) );
+					newIndices.push( index.getX( i + 2 ) );
+
+				} else {
+
+					newIndices.push( index.getX( i + 2 ) );
+					newIndices.push( index.getX( i + 1 ) );
+					newIndices.push( index.getX( i ) );
+
+				}
+
+			}
+
+		}
+
+		if ( newIndices.length / 3 !== numberOfTriangles ) {
+
+			console.error( 'THREE.GLTFLoader.toTrianglesDrawMode(): Unable to generate correct amount of triangles.' );
+
+		} // build final geometry
+
+
+		const newGeometry = geometry.clone();
+		newGeometry.setIndex( newIndices );
+		return newGeometry;
+
+	}
+
+	THREE.GLTFLoader = GLTFLoader;
+
+} )();
diff --git a/downloads/LuminosityHighPassShader.js b/downloads/LuminosityHighPassShader.js
new file mode 100644
index 0000000..a5eab35
--- /dev/null
+++ b/downloads/LuminosityHighPassShader.js
@@ -0,0 +1,71 @@
+( function () {
+
+	/**
+ * Luminosity
+ * http://en.wikipedia.org/wiki/Luminosity
+ */
+
+	const LuminosityHighPassShader = {
+		shaderID: 'luminosityHighPass',
+		uniforms: {
+			'tDiffuse': {
+				value: null
+			},
+			'luminosityThreshold': {
+				value: 1.0
+			},
+			'smoothWidth': {
+				value: 1.0
+			},
+			'defaultColor': {
+				value: new THREE.Color( 0x000000 )
+			},
+			'defaultOpacity': {
+				value: 0.0
+			}
+		},
+		vertexShader:
+  /* glsl */
+  `
+
+		varying vec2 vUv;
+
+		void main() {
+
+			vUv = uv;
+
+			gl_Position = projectionMatrix * modelViewMatrix * vec4( position, 1.0 );
+
+		}`,
+		fragmentShader:
+  /* glsl */
+  `
+
+		uniform sampler2D tDiffuse;
+		uniform vec3 defaultColor;
+		uniform float defaultOpacity;
+		uniform float luminosityThreshold;
+		uniform float smoothWidth;
+
+		varying vec2 vUv;
+
+		void main() {
+
+			vec4 texel = texture2D( tDiffuse, vUv );
+
+			vec3 luma = vec3( 0.299, 0.587, 0.114 );
+
+			float v = dot( texel.xyz, luma );
+
+			vec4 outputColor = vec4( defaultColor.rgb, defaultOpacity );
+
+			float alpha = smoothstep( luminosityThreshold, luminosityThreshold + smoothWidth, v );
+
+			gl_FragColor = mix( outputColor, texel, alpha );
+
+		}`
+	};
+
+	THREE.LuminosityHighPassShader = LuminosityHighPassShader;
+
+} )();
diff --git a/downloads/RenderPass.js b/downloads/RenderPass.js
new file mode 100644
index 0000000..b212e77
--- /dev/null
+++ b/downloads/RenderPass.js
@@ -0,0 +1,74 @@
+( function () {
+
+	class RenderPass extends THREE.Pass {
+
+		constructor( scene, camera, overrideMaterial, clearColor, clearAlpha ) {
+
+			super();
+			this.scene = scene;
+			this.camera = camera;
+			this.overrideMaterial = overrideMaterial;
+			this.clearColor = clearColor;
+			this.clearAlpha = clearAlpha !== undefined ? clearAlpha : 0;
+			this.clear = true;
+			this.clearDepth = false;
+			this.needsSwap = false;
+			this._oldClearColor = new THREE.Color();
+
+		}
+
+		render( renderer, writeBuffer, readBuffer
+			/*, deltaTime, maskActive */
+		) {
+
+			const oldAutoClear = renderer.autoClear;
+			renderer.autoClear = false;
+			let oldClearAlpha, oldOverrideMaterial;
+
+			if ( this.overrideMaterial !== undefined ) {
+
+				oldOverrideMaterial = this.scene.overrideMaterial;
+				this.scene.overrideMaterial = this.overrideMaterial;
+
+			}
+
+			if ( this.clearColor ) {
+
+				renderer.getClearColor( this._oldClearColor );
+				oldClearAlpha = renderer.getClearAlpha();
+				renderer.setClearColor( this.clearColor, this.clearAlpha );
+
+			}
+
+			if ( this.clearDepth ) {
+
+				renderer.clearDepth();
+
+			}
+
+			renderer.setRenderTarget( this.renderToScreen ? null : readBuffer ); // TODO: Avoid using autoClear properties, see https://github.com/mrdoob/three.js/pull/15571#issuecomment-465669600
+
+			if ( this.clear ) renderer.clear( renderer.autoClearColor, renderer.autoClearDepth, renderer.autoClearStencil );
+			renderer.render( this.scene, this.camera );
+
+			if ( this.clearColor ) {
+
+				renderer.setClearColor( this._oldClearColor, oldClearAlpha );
+
+			}
+
+			if ( this.overrideMaterial !== undefined ) {
+
+				this.scene.overrideMaterial = oldOverrideMaterial;
+
+			}
+
+			renderer.autoClear = oldAutoClear;
+
+		}
+
+	}
+
+	THREE.RenderPass = RenderPass;
+
+} )();
diff --git a/downloads/ShaderPass.js b/downloads/ShaderPass.js
new file mode 100644
index 0000000..9c508b3
--- /dev/null
+++ b/downloads/ShaderPass.js
@@ -0,0 +1,63 @@
+( function () {
+
+	class ShaderPass extends THREE.Pass {
+
+		constructor( shader, textureID ) {
+
+			super();
+			this.textureID = textureID !== undefined ? textureID : 'tDiffuse';
+
+			if ( shader instanceof THREE.ShaderMaterial ) {
+
+				this.uniforms = shader.uniforms;
+				this.material = shader;
+
+			} else if ( shader ) {
+
+				this.uniforms = THREE.UniformsUtils.clone( shader.uniforms );
+				this.material = new THREE.ShaderMaterial( {
+					defines: Object.assign( {}, shader.defines ),
+					uniforms: this.uniforms,
+					vertexShader: shader.vertexShader,
+					fragmentShader: shader.fragmentShader
+				} );
+
+			}
+
+			this.fsQuad = new THREE.FullScreenQuad( this.material );
+
+		}
+
+		render( renderer, writeBuffer, readBuffer
+			/*, deltaTime, maskActive */
+		) {
+
+			if ( this.uniforms[ this.textureID ] ) {
+
+				this.uniforms[ this.textureID ].value = readBuffer.texture;
+
+			}
+
+			this.fsQuad.material = this.material;
+
+			if ( this.renderToScreen ) {
+
+				renderer.setRenderTarget( null );
+				this.fsQuad.render( renderer );
+
+			} else {
+
+				renderer.setRenderTarget( writeBuffer ); // TODO: Avoid using autoClear properties, see https://github.com/mrdoob/three.js/pull/15571#issuecomment-465669600
+
+				if ( this.clear ) renderer.clear( renderer.autoClearColor, renderer.autoClearDepth, renderer.autoClearStencil );
+				this.fsQuad.render( renderer );
+
+			}
+
+		}
+
+	}
+
+	THREE.ShaderPass = ShaderPass;
+
+} )();
diff --git a/downloads/TransformControls.js b/downloads/TransformControls.js
new file mode 100644
index 0000000..8422db8
--- /dev/null
+++ b/downloads/TransformControls.js
@@ -0,0 +1,1471 @@
+( function () {
+
+	const _raycaster = new THREE.Raycaster();
+
+	const _tempVector = new THREE.Vector3();
+
+	const _tempVector2 = new THREE.Vector3();
+
+	const _tempQuaternion = new THREE.Quaternion();
+
+	const _unit = {
+		X: new THREE.Vector3( 1, 0, 0 ),
+		Y: new THREE.Vector3( 0, 1, 0 ),
+		Z: new THREE.Vector3( 0, 0, 1 )
+	};
+	const _changeEvent = {
+		type: 'change'
+	};
+	const _mouseDownEvent = {
+		type: 'mouseDown'
+	};
+	const _mouseUpEvent = {
+		type: 'mouseUp',
+		mode: null
+	};
+	const _objectChangeEvent = {
+		type: 'objectChange'
+	};
+
+	class TransformControls extends THREE.Object3D {
+
+		constructor( camera, domElement ) {
+
+			super();
+
+			if ( domElement === undefined ) {
+
+				console.warn( 'THREE.TransformControls: The second parameter "domElement" is now mandatory.' );
+				domElement = document;
+
+			}
+
+			this.visible = false;
+			this.domElement = domElement;
+
+			const _gizmo = new TransformControlsGizmo();
+
+			this._gizmo = _gizmo;
+			this.add( _gizmo );
+
+			const _plane = new TransformControlsPlane();
+
+			this._plane = _plane;
+			this.add( _plane );
+			const scope = this; // Defined getter, setter and store for a property
+
+			function defineProperty( propName, defaultValue ) {
+
+				let propValue = defaultValue;
+				Object.defineProperty( scope, propName, {
+					get: function () {
+
+						return propValue !== undefined ? propValue : defaultValue;
+
+					},
+					set: function ( value ) {
+
+						if ( propValue !== value ) {
+
+							propValue = value;
+							_plane[ propName ] = value;
+							_gizmo[ propName ] = value;
+							scope.dispatchEvent( {
+								type: propName + '-changed',
+								value: value
+							} );
+							scope.dispatchEvent( _changeEvent );
+
+						}
+
+					}
+				} );
+				scope[ propName ] = defaultValue;
+				_plane[ propName ] = defaultValue;
+				_gizmo[ propName ] = defaultValue;
+
+			} // Define properties with getters/setter
+			// Setting the defined property will automatically trigger change event
+			// Defined properties are passed down to gizmo and plane
+
+
+			defineProperty( 'camera', camera );
+			defineProperty( 'object', undefined );
+			defineProperty( 'enabled', true );
+			defineProperty( 'axis', null );
+			defineProperty( 'mode', 'translate' );
+			defineProperty( 'translationSnap', null );
+			defineProperty( 'rotationSnap', null );
+			defineProperty( 'scaleSnap', null );
+			defineProperty( 'space', 'world' );
+			defineProperty( 'size', 1 );
+			defineProperty( 'dragging', false );
+			defineProperty( 'showX', true );
+			defineProperty( 'showY', true );
+			defineProperty( 'showZ', true ); // Reusable utility variables
+
+			const worldPosition = new THREE.Vector3();
+			const worldPositionStart = new THREE.Vector3();
+			const worldQuaternion = new THREE.Quaternion();
+			const worldQuaternionStart = new THREE.Quaternion();
+			const cameraPosition = new THREE.Vector3();
+			const cameraQuaternion = new THREE.Quaternion();
+			const pointStart = new THREE.Vector3();
+			const pointEnd = new THREE.Vector3();
+			const rotationAxis = new THREE.Vector3();
+			const rotationAngle = 0;
+			const eye = new THREE.Vector3(); // TODO: remove properties unused in plane and gizmo
+
+			defineProperty( 'worldPosition', worldPosition );
+			defineProperty( 'worldPositionStart', worldPositionStart );
+			defineProperty( 'worldQuaternion', worldQuaternion );
+			defineProperty( 'worldQuaternionStart', worldQuaternionStart );
+			defineProperty( 'cameraPosition', cameraPosition );
+			defineProperty( 'cameraQuaternion', cameraQuaternion );
+			defineProperty( 'pointStart', pointStart );
+			defineProperty( 'pointEnd', pointEnd );
+			defineProperty( 'rotationAxis', rotationAxis );
+			defineProperty( 'rotationAngle', rotationAngle );
+			defineProperty( 'eye', eye );
+			this._offset = new THREE.Vector3();
+			this._startNorm = new THREE.Vector3();
+			this._endNorm = new THREE.Vector3();
+			this._cameraScale = new THREE.Vector3();
+			this._parentPosition = new THREE.Vector3();
+			this._parentQuaternion = new THREE.Quaternion();
+			this._parentQuaternionInv = new THREE.Quaternion();
+			this._parentScale = new THREE.Vector3();
+			this._worldScaleStart = new THREE.Vector3();
+			this._worldQuaternionInv = new THREE.Quaternion();
+			this._worldScale = new THREE.Vector3();
+			this._positionStart = new THREE.Vector3();
+			this._quaternionStart = new THREE.Quaternion();
+			this._scaleStart = new THREE.Vector3();
+			this._getPointer = getPointer.bind( this );
+			this._onPointerDown = onPointerDown.bind( this );
+			this._onPointerHover = onPointerHover.bind( this );
+			this._onPointerMove = onPointerMove.bind( this );
+			this._onPointerUp = onPointerUp.bind( this );
+			this.domElement.addEventListener( 'pointerdown', this._onPointerDown );
+			this.domElement.addEventListener( 'pointermove', this._onPointerHover );
+			this.domElement.ownerDocument.addEventListener( 'pointerup', this._onPointerUp );
+
+		} // updateMatrixWorld  updates key transformation variables
+
+
+		updateMatrixWorld() {
+
+			if ( this.object !== undefined ) {
+
+				this.object.updateMatrixWorld();
+
+				if ( this.object.parent === null ) {
+
+					console.error( 'TransformControls: The attached 3D object must be a part of the scene graph.' );
+
+				} else {
+
+					this.object.parent.matrixWorld.decompose( this._parentPosition, this._parentQuaternion, this._parentScale );
+
+				}
+
+				this.object.matrixWorld.decompose( this.worldPosition, this.worldQuaternion, this._worldScale );
+
+				this._parentQuaternionInv.copy( this._parentQuaternion ).invert();
+
+				this._worldQuaternionInv.copy( this.worldQuaternion ).invert();
+
+			}
+
+			this.camera.updateMatrixWorld();
+			this.camera.matrixWorld.decompose( this.cameraPosition, this.cameraQuaternion, this._cameraScale );
+			this.eye.copy( this.cameraPosition ).sub( this.worldPosition ).normalize();
+			super.updateMatrixWorld( this );
+
+		}
+
+		pointerHover( pointer ) {
+
+			if ( this.object === undefined || this.dragging === true ) return;
+
+			_raycaster.setFromCamera( pointer, this.camera );
+
+			const intersect = intersectObjectWithRay( this._gizmo.picker[ this.mode ], _raycaster );
+
+			if ( intersect ) {
+
+				this.axis = intersect.object.name;
+
+			} else {
+
+				this.axis = null;
+
+			}
+
+		}
+
+		pointerDown( pointer ) {
+
+			if ( this.object === undefined || this.dragging === true || pointer.button !== 0 ) return;
+
+			if ( this.axis !== null ) {
+
+				_raycaster.setFromCamera( pointer, this.camera );
+
+				const planeIntersect = intersectObjectWithRay( this._plane, _raycaster, true );
+
+				if ( planeIntersect ) {
+
+					let space = this.space;
+
+					if ( this.mode === 'scale' ) {
+
+						space = 'local';
+
+					} else if ( this.axis === 'E' || this.axis === 'XYZE' || this.axis === 'XYZ' ) {
+
+						space = 'world';
+
+					}
+
+					if ( space === 'local' && this.mode === 'rotate' ) {
+
+						const snap = this.rotationSnap;
+						if ( this.axis === 'X' && snap ) this.object.rotation.x = Math.round( this.object.rotation.x / snap ) * snap;
+						if ( this.axis === 'Y' && snap ) this.object.rotation.y = Math.round( this.object.rotation.y / snap ) * snap;
+						if ( this.axis === 'Z' && snap ) this.object.rotation.z = Math.round( this.object.rotation.z / snap ) * snap;
+
+					}
+
+					this.object.updateMatrixWorld();
+					this.object.parent.updateMatrixWorld();
+
+					this._positionStart.copy( this.object.position );
+
+					this._quaternionStart.copy( this.object.quaternion );
+
+					this._scaleStart.copy( this.object.scale );
+
+					this.object.matrixWorld.decompose( this.worldPositionStart, this.worldQuaternionStart, this._worldScaleStart );
+					this.pointStart.copy( planeIntersect.point ).sub( this.worldPositionStart );
+
+				}
+
+				this.dragging = true;
+				_mouseDownEvent.mode = this.mode;
+				this.dispatchEvent( _mouseDownEvent );
+
+			}
+
+		}
+
+		pointerMove( pointer ) {
+
+			const axis = this.axis;
+			const mode = this.mode;
+			const object = this.object;
+			let space = this.space;
+
+			if ( mode === 'scale' ) {
+
+				space = 'local';
+
+			} else if ( axis === 'E' || axis === 'XYZE' || axis === 'XYZ' ) {
+
+				space = 'world';
+
+			}
+
+			if ( object === undefined || axis === null || this.dragging === false || pointer.button !== - 1 ) return;
+
+			_raycaster.setFromCamera( pointer, this.camera );
+
+			const planeIntersect = intersectObjectWithRay( this._plane, _raycaster, true );
+			if ( ! planeIntersect ) return;
+			this.pointEnd.copy( planeIntersect.point ).sub( this.worldPositionStart );
+
+			if ( mode === 'translate' ) {
+
+				// Apply translate
+				this._offset.copy( this.pointEnd ).sub( this.pointStart );
+
+				if ( space === 'local' && axis !== 'XYZ' ) {
+
+					this._offset.applyQuaternion( this._worldQuaternionInv );
+
+				}
+
+				if ( axis.indexOf( 'X' ) === - 1 ) this._offset.x = 0;
+				if ( axis.indexOf( 'Y' ) === - 1 ) this._offset.y = 0;
+				if ( axis.indexOf( 'Z' ) === - 1 ) this._offset.z = 0;
+
+				if ( space === 'local' && axis !== 'XYZ' ) {
+
+					this._offset.applyQuaternion( this._quaternionStart ).divide( this._parentScale );
+
+				} else {
+
+					this._offset.applyQuaternion( this._parentQuaternionInv ).divide( this._parentScale );
+
+				}
+
+				object.position.copy( this._offset ).add( this._positionStart ); // Apply translation snap
+
+				if ( this.translationSnap ) {
+
+					if ( space === 'local' ) {
+
+						object.position.applyQuaternion( _tempQuaternion.copy( this._quaternionStart ).invert() );
+
+						if ( axis.search( 'X' ) !== - 1 ) {
+
+							object.position.x = Math.round( object.position.x / this.translationSnap ) * this.translationSnap;
+
+						}
+
+						if ( axis.search( 'Y' ) !== - 1 ) {
+
+							object.position.y = Math.round( object.position.y / this.translationSnap ) * this.translationSnap;
+
+						}
+
+						if ( axis.search( 'Z' ) !== - 1 ) {
+
+							object.position.z = Math.round( object.position.z / this.translationSnap ) * this.translationSnap;
+
+						}
+
+						object.position.applyQuaternion( this._quaternionStart );
+
+					}
+
+					if ( space === 'world' ) {
+
+						if ( object.parent ) {
+
+							object.position.add( _tempVector.setFromMatrixPosition( object.parent.matrixWorld ) );
+
+						}
+
+						if ( axis.search( 'X' ) !== - 1 ) {
+
+							object.position.x = Math.round( object.position.x / this.translationSnap ) * this.translationSnap;
+
+						}
+
+						if ( axis.search( 'Y' ) !== - 1 ) {
+
+							object.position.y = Math.round( object.position.y / this.translationSnap ) * this.translationSnap;
+
+						}
+
+						if ( axis.search( 'Z' ) !== - 1 ) {
+
+							object.position.z = Math.round( object.position.z / this.translationSnap ) * this.translationSnap;
+
+						}
+
+						if ( object.parent ) {
+
+							object.position.sub( _tempVector.setFromMatrixPosition( object.parent.matrixWorld ) );
+
+						}
+
+					}
+
+				}
+
+			} else if ( mode === 'scale' ) {
+
+				if ( axis.search( 'XYZ' ) !== - 1 ) {
+
+					let d = this.pointEnd.length() / this.pointStart.length();
+					if ( this.pointEnd.dot( this.pointStart ) < 0 ) d *= - 1;
+
+					_tempVector2.set( d, d, d );
+
+				} else {
+
+					_tempVector.copy( this.pointStart );
+
+					_tempVector2.copy( this.pointEnd );
+
+					_tempVector.applyQuaternion( this._worldQuaternionInv );
+
+					_tempVector2.applyQuaternion( this._worldQuaternionInv );
+
+					_tempVector2.divide( _tempVector );
+
+					if ( axis.search( 'X' ) === - 1 ) {
+
+						_tempVector2.x = 1;
+
+					}
+
+					if ( axis.search( 'Y' ) === - 1 ) {
+
+						_tempVector2.y = 1;
+
+					}
+
+					if ( axis.search( 'Z' ) === - 1 ) {
+
+						_tempVector2.z = 1;
+
+					}
+
+				} // Apply scale
+
+
+				object.scale.copy( this._scaleStart ).multiply( _tempVector2 );
+
+				if ( this.scaleSnap ) {
+
+					if ( axis.search( 'X' ) !== - 1 ) {
+
+						object.scale.x = Math.round( object.scale.x / this.scaleSnap ) * this.scaleSnap || this.scaleSnap;
+
+					}
+
+					if ( axis.search( 'Y' ) !== - 1 ) {
+
+						object.scale.y = Math.round( object.scale.y / this.scaleSnap ) * this.scaleSnap || this.scaleSnap;
+
+					}
+
+					if ( axis.search( 'Z' ) !== - 1 ) {
+
+						object.scale.z = Math.round( object.scale.z / this.scaleSnap ) * this.scaleSnap || this.scaleSnap;
+
+					}
+
+				}
+
+			} else if ( mode === 'rotate' ) {
+
+				this._offset.copy( this.pointEnd ).sub( this.pointStart );
+
+				const ROTATION_SPEED = 20 / this.worldPosition.distanceTo( _tempVector.setFromMatrixPosition( this.camera.matrixWorld ) );
+
+				if ( axis === 'E' ) {
+
+					this.rotationAxis.copy( this.eye );
+					this.rotationAngle = this.pointEnd.angleTo( this.pointStart );
+
+					this._startNorm.copy( this.pointStart ).normalize();
+
+					this._endNorm.copy( this.pointEnd ).normalize();
+
+					this.rotationAngle *= this._endNorm.cross( this._startNorm ).dot( this.eye ) < 0 ? 1 : - 1;
+
+				} else if ( axis === 'XYZE' ) {
+
+					this.rotationAxis.copy( this._offset ).cross( this.eye ).normalize();
+					this.rotationAngle = this._offset.dot( _tempVector.copy( this.rotationAxis ).cross( this.eye ) ) * ROTATION_SPEED;
+
+				} else if ( axis === 'X' || axis === 'Y' || axis === 'Z' ) {
+
+					this.rotationAxis.copy( _unit[ axis ] );
+
+					_tempVector.copy( _unit[ axis ] );
+
+					if ( space === 'local' ) {
+
+						_tempVector.applyQuaternion( this.worldQuaternion );
+
+					}
+
+					this.rotationAngle = this._offset.dot( _tempVector.cross( this.eye ).normalize() ) * ROTATION_SPEED;
+
+				} // Apply rotation snap
+
+
+				if ( this.rotationSnap ) this.rotationAngle = Math.round( this.rotationAngle / this.rotationSnap ) * this.rotationSnap; // Apply rotate
+
+				if ( space === 'local' && axis !== 'E' && axis !== 'XYZE' ) {
+
+					object.quaternion.copy( this._quaternionStart );
+					object.quaternion.multiply( _tempQuaternion.setFromAxisAngle( this.rotationAxis, this.rotationAngle ) ).normalize();
+
+				} else {
+
+					this.rotationAxis.applyQuaternion( this._parentQuaternionInv );
+					object.quaternion.copy( _tempQuaternion.setFromAxisAngle( this.rotationAxis, this.rotationAngle ) );
+					object.quaternion.multiply( this._quaternionStart ).normalize();
+
+				}
+
+			}
+
+			this.dispatchEvent( _changeEvent );
+			this.dispatchEvent( _objectChangeEvent );
+
+		}
+
+		pointerUp( pointer ) {
+
+			if ( pointer.button !== 0 ) return;
+
+			if ( this.dragging && this.axis !== null ) {
+
+				_mouseUpEvent.mode = this.mode;
+				this.dispatchEvent( _mouseUpEvent );
+
+			}
+
+			this.dragging = false;
+			this.axis = null;
+
+		}
+
+		dispose() {
+
+			this.domElement.removeEventListener( 'pointerdown', this._onPointerDown );
+			this.domElement.removeEventListener( 'pointermove', this._onPointerHover );
+			this.domElement.ownerDocument.removeEventListener( 'pointermove', this._onPointerMove );
+			this.domElement.ownerDocument.removeEventListener( 'pointerup', this._onPointerUp );
+			this.traverse( function ( child ) {
+
+				if ( child.geometry ) child.geometry.dispose();
+				if ( child.material ) child.material.dispose();
+
+			} );
+
+		} // Set current object
+
+
+		attach( object ) {
+
+			this.object = object;
+			this.visible = true;
+			return this;
+
+		} // Detatch from object
+
+
+		detach() {
+
+			this.object = undefined;
+			this.visible = false;
+			this.axis = null;
+			return this;
+
+		} // TODO: deprecate
+
+
+		getMode() {
+
+			return this.mode;
+
+		}
+
+		setMode( mode ) {
+
+			this.mode = mode;
+
+		}
+
+		setTranslationSnap( translationSnap ) {
+
+			this.translationSnap = translationSnap;
+
+		}
+
+		setRotationSnap( rotationSnap ) {
+
+			this.rotationSnap = rotationSnap;
+
+		}
+
+		setScaleSnap( scaleSnap ) {
+
+			this.scaleSnap = scaleSnap;
+
+		}
+
+		setSize( size ) {
+
+			this.size = size;
+
+		}
+
+		setSpace( space ) {
+
+			this.space = space;
+
+		}
+
+		update() {
+
+			console.warn( 'THREE.TransformControls: update function has no more functionality and therefore has been deprecated.' );
+
+		}
+
+	}
+
+	TransformControls.prototype.isTransformControls = true; // mouse / touch event handlers
+
+	function getPointer( event ) {
+
+		if ( this.domElement.ownerDocument.pointerLockElement ) {
+
+			return {
+				x: 0,
+				y: 0,
+				button: event.button
+			};
+
+		} else {
+
+			const pointer = event.changedTouches ? event.changedTouches[ 0 ] : event;
+			const rect = this.domElement.getBoundingClientRect();
+			return {
+				x: ( pointer.clientX - rect.left ) / rect.width * 2 - 1,
+				y: - ( pointer.clientY - rect.top ) / rect.height * 2 + 1,
+				button: event.button
+			};
+
+		}
+
+	}
+
+	function onPointerHover( event ) {
+
+		if ( ! this.enabled ) return;
+
+		switch ( event.pointerType ) {
+
+			case 'mouse':
+			case 'pen':
+				this.pointerHover( this._getPointer( event ) );
+				break;
+
+		}
+
+	}
+
+	function onPointerDown( event ) {
+
+		if ( ! this.enabled ) return;
+		this.domElement.style.touchAction = 'none'; // disable touch scroll
+
+		this.domElement.ownerDocument.addEventListener( 'pointermove', this._onPointerMove );
+		this.pointerHover( this._getPointer( event ) );
+		this.pointerDown( this._getPointer( event ) );
+
+	}
+
+	function onPointerMove( event ) {
+
+		if ( ! this.enabled ) return;
+		this.pointerMove( this._getPointer( event ) );
+
+	}
+
+	function onPointerUp( event ) {
+
+		if ( ! this.enabled ) return;
+		this.domElement.style.touchAction = '';
+		this.domElement.ownerDocument.removeEventListener( 'pointermove', this._onPointerMove );
+		this.pointerUp( this._getPointer( event ) );
+
+	}
+
+	function intersectObjectWithRay( object, raycaster, includeInvisible ) {
+
+		const allIntersections = raycaster.intersectObject( object, true );
+
+		for ( let i = 0; i < allIntersections.length; i ++ ) {
+
+			if ( allIntersections[ i ].object.visible || includeInvisible ) {
+
+				return allIntersections[ i ];
+
+			}
+
+		}
+
+		return false;
+
+	} //
+	// Reusable utility variables
+
+
+	const _tempEuler = new THREE.Euler();
+
+	const _alignVector = new THREE.Vector3( 0, 1, 0 );
+
+	const _zeroVector = new THREE.Vector3( 0, 0, 0 );
+
+	const _lookAtMatrix = new THREE.Matrix4();
+
+	const _tempQuaternion2 = new THREE.Quaternion();
+
+	const _identityQuaternion = new THREE.Quaternion();
+
+	const _dirVector = new THREE.Vector3();
+
+	const _tempMatrix = new THREE.Matrix4();
+
+	const _unitX = new THREE.Vector3( 1, 0, 0 );
+
+	const _unitY = new THREE.Vector3( 0, 1, 0 );
+
+	const _unitZ = new THREE.Vector3( 0, 0, 1 );
+
+	const _v1 = new THREE.Vector3();
+
+	const _v2 = new THREE.Vector3();
+
+	const _v3 = new THREE.Vector3();
+
+	class TransformControlsGizmo extends THREE.Object3D {
+
+		constructor() {
+
+			super();
+			this.type = 'TransformControlsGizmo'; // shared materials
+
+			const gizmoMaterial = new THREE.MeshBasicMaterial( {
+				depthTest: false,
+				depthWrite: false,
+				transparent: true,
+				side: THREE.DoubleSide,
+				fog: false,
+				toneMapped: false
+			} );
+			const gizmoLineMaterial = new THREE.LineBasicMaterial( {
+				depthTest: false,
+				depthWrite: false,
+				transparent: true,
+				linewidth: 1,
+				fog: false,
+				toneMapped: false
+			} ); // Make unique material for each axis/color
+
+			const matInvisible = gizmoMaterial.clone();
+			matInvisible.opacity = 0.15;
+			const matHelper = gizmoMaterial.clone();
+			matHelper.opacity = 0.33;
+			const matRed = gizmoMaterial.clone();
+			matRed.color.set( 0xff0000 );
+			const matGreen = gizmoMaterial.clone();
+			matGreen.color.set( 0x00ff00 );
+			const matBlue = gizmoMaterial.clone();
+			matBlue.color.set( 0x0000ff );
+			const matWhiteTransparent = gizmoMaterial.clone();
+			matWhiteTransparent.opacity = 0.25;
+			const matYellowTransparent = matWhiteTransparent.clone();
+			matYellowTransparent.color.set( 0xffff00 );
+			const matCyanTransparent = matWhiteTransparent.clone();
+			matCyanTransparent.color.set( 0x00ffff );
+			const matMagentaTransparent = matWhiteTransparent.clone();
+			matMagentaTransparent.color.set( 0xff00ff );
+			const matYellow = gizmoMaterial.clone();
+			matYellow.color.set( 0xffff00 );
+			const matLineRed = gizmoLineMaterial.clone();
+			matLineRed.color.set( 0xff0000 );
+			const matLineGreen = gizmoLineMaterial.clone();
+			matLineGreen.color.set( 0x00ff00 );
+			const matLineBlue = gizmoLineMaterial.clone();
+			matLineBlue.color.set( 0x0000ff );
+			const matLineCyan = gizmoLineMaterial.clone();
+			matLineCyan.color.set( 0x00ffff );
+			const matLineMagenta = gizmoLineMaterial.clone();
+			matLineMagenta.color.set( 0xff00ff );
+			const matLineYellow = gizmoLineMaterial.clone();
+			matLineYellow.color.set( 0xffff00 );
+			const matLineGray = gizmoLineMaterial.clone();
+			matLineGray.color.set( 0x787878 );
+			const matLineYellowTransparent = matLineYellow.clone();
+			matLineYellowTransparent.opacity = 0.25; // reusable geometry
+
+			const arrowGeometry = new THREE.CylinderGeometry( 0, 0.05, 0.2, 12, 1, false );
+			const scaleHandleGeometry = new THREE.BoxGeometry( 0.125, 0.125, 0.125 );
+			const lineGeometry = new THREE.BufferGeometry();
+			lineGeometry.setAttribute( 'position', new THREE.Float32BufferAttribute( [ 0, 0, 0, 1, 0, 0 ], 3 ) );
+
+			function CircleGeometry( radius, arc ) {
+
+				const geometry = new THREE.BufferGeometry();
+				const vertices = [];
+
+				for ( let i = 0; i <= 64 * arc; ++ i ) {
+
+					vertices.push( 0, Math.cos( i / 32 * Math.PI ) * radius, Math.sin( i / 32 * Math.PI ) * radius );
+
+				}
+
+				geometry.setAttribute( 'position', new THREE.Float32BufferAttribute( vertices, 3 ) );
+				return geometry;
+
+			} // Special geometry for transform helper. If scaled with position vector it spans from [0,0,0] to position
+
+
+			function TranslateHelperGeometry() {
+
+				const geometry = new THREE.BufferGeometry();
+				geometry.setAttribute( 'position', new THREE.Float32BufferAttribute( [ 0, 0, 0, 1, 1, 1 ], 3 ) );
+				return geometry;
+
+			} // Gizmo definitions - custom hierarchy definitions for setupGizmo() function
+
+
+			const gizmoTranslate = {
+				X: [[ new THREE.Mesh( arrowGeometry, matRed ), [ 1, 0, 0 ], [ 0, 0, - Math.PI / 2 ], null, 'fwd' ], [ new THREE.Mesh( arrowGeometry, matRed ), [ 1, 0, 0 ], [ 0, 0, Math.PI / 2 ], null, 'bwd' ], [ new THREE.Line( lineGeometry, matLineRed ) ]],
+				Y: [[ new THREE.Mesh( arrowGeometry, matGreen ), [ 0, 1, 0 ], null, null, 'fwd' ], [ new THREE.Mesh( arrowGeometry, matGreen ), [ 0, 1, 0 ], [ Math.PI, 0, 0 ], null, 'bwd' ], [ new THREE.Line( lineGeometry, matLineGreen ), null, [ 0, 0, Math.PI / 2 ]]],
+				Z: [[ new THREE.Mesh( arrowGeometry, matBlue ), [ 0, 0, 1 ], [ Math.PI / 2, 0, 0 ], null, 'fwd' ], [ new THREE.Mesh( arrowGeometry, matBlue ), [ 0, 0, 1 ], [ - Math.PI / 2, 0, 0 ], null, 'bwd' ], [ new THREE.Line( lineGeometry, matLineBlue ), null, [ 0, - Math.PI / 2, 0 ]]],
+				XYZ: [[ new THREE.Mesh( new THREE.OctahedronGeometry( 0.1, 0 ), matWhiteTransparent.clone() ), [ 0, 0, 0 ], [ 0, 0, 0 ]]],
+				XY: [[ new THREE.Mesh( new THREE.PlaneGeometry( 0.295, 0.295 ), matYellowTransparent.clone() ), [ 0.15, 0.15, 0 ]], [ new THREE.Line( lineGeometry, matLineYellow ), [ 0.18, 0.3, 0 ], null, [ 0.125, 1, 1 ]], [ new THREE.Line( lineGeometry, matLineYellow ), [ 0.3, 0.18, 0 ], [ 0, 0, Math.PI / 2 ], [ 0.125, 1, 1 ]]],
+				YZ: [[ new THREE.Mesh( new THREE.PlaneGeometry( 0.295, 0.295 ), matCyanTransparent.clone() ), [ 0, 0.15, 0.15 ], [ 0, Math.PI / 2, 0 ]], [ new THREE.Line( lineGeometry, matLineCyan ), [ 0, 0.18, 0.3 ], [ 0, 0, Math.PI / 2 ], [ 0.125, 1, 1 ]], [ new THREE.Line( lineGeometry, matLineCyan ), [ 0, 0.3, 0.18 ], [ 0, - Math.PI / 2, 0 ], [ 0.125, 1, 1 ]]],
+				XZ: [[ new THREE.Mesh( new THREE.PlaneGeometry( 0.295, 0.295 ), matMagentaTransparent.clone() ), [ 0.15, 0, 0.15 ], [ - Math.PI / 2, 0, 0 ]], [ new THREE.Line( lineGeometry, matLineMagenta ), [ 0.18, 0, 0.3 ], null, [ 0.125, 1, 1 ]], [ new THREE.Line( lineGeometry, matLineMagenta ), [ 0.3, 0, 0.18 ], [ 0, - Math.PI / 2, 0 ], [ 0.125, 1, 1 ]]]
+			};
+			const pickerTranslate = {
+				X: [[ new THREE.Mesh( new THREE.CylinderGeometry( 0.2, 0, 1, 4, 1, false ), matInvisible ), [ 0.6, 0, 0 ], [ 0, 0, - Math.PI / 2 ]]],
+				Y: [[ new THREE.Mesh( new THREE.CylinderGeometry( 0.2, 0, 1, 4, 1, false ), matInvisible ), [ 0, 0.6, 0 ]]],
+				Z: [[ new THREE.Mesh( new THREE.CylinderGeometry( 0.2, 0, 1, 4, 1, false ), matInvisible ), [ 0, 0, 0.6 ], [ Math.PI / 2, 0, 0 ]]],
+				XYZ: [[ new THREE.Mesh( new THREE.OctahedronGeometry( 0.2, 0 ), matInvisible ) ]],
+				XY: [[ new THREE.Mesh( new THREE.PlaneGeometry( 0.4, 0.4 ), matInvisible ), [ 0.2, 0.2, 0 ]]],
+				YZ: [[ new THREE.Mesh( new THREE.PlaneGeometry( 0.4, 0.4 ), matInvisible ), [ 0, 0.2, 0.2 ], [ 0, Math.PI / 2, 0 ]]],
+				XZ: [[ new THREE.Mesh( new THREE.PlaneGeometry( 0.4, 0.4 ), matInvisible ), [ 0.2, 0, 0.2 ], [ - Math.PI / 2, 0, 0 ]]]
+			};
+			const helperTranslate = {
+				START: [[ new THREE.Mesh( new THREE.OctahedronGeometry( 0.01, 2 ), matHelper ), null, null, null, 'helper' ]],
+				END: [[ new THREE.Mesh( new THREE.OctahedronGeometry( 0.01, 2 ), matHelper ), null, null, null, 'helper' ]],
+				DELTA: [[ new THREE.Line( TranslateHelperGeometry(), matHelper ), null, null, null, 'helper' ]],
+				X: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ - 1e3, 0, 0 ], null, [ 1e6, 1, 1 ], 'helper' ]],
+				Y: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ 0, - 1e3, 0 ], [ 0, 0, Math.PI / 2 ], [ 1e6, 1, 1 ], 'helper' ]],
+				Z: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ 0, 0, - 1e3 ], [ 0, - Math.PI / 2, 0 ], [ 1e6, 1, 1 ], 'helper' ]]
+			};
+			const gizmoRotate = {
+				X: [[ new THREE.Line( CircleGeometry( 1, 0.5 ), matLineRed ) ], [ new THREE.Mesh( new THREE.OctahedronGeometry( 0.04, 0 ), matRed ), [ 0, 0, 0.99 ], null, [ 1, 3, 1 ]]],
+				Y: [[ new THREE.Line( CircleGeometry( 1, 0.5 ), matLineGreen ), null, [ 0, 0, - Math.PI / 2 ]], [ new THREE.Mesh( new THREE.OctahedronGeometry( 0.04, 0 ), matGreen ), [ 0, 0, 0.99 ], null, [ 3, 1, 1 ]]],
+				Z: [[ new THREE.Line( CircleGeometry( 1, 0.5 ), matLineBlue ), null, [ 0, Math.PI / 2, 0 ]], [ new THREE.Mesh( new THREE.OctahedronGeometry( 0.04, 0 ), matBlue ), [ 0.99, 0, 0 ], null, [ 1, 3, 1 ]]],
+				E: [[ new THREE.Line( CircleGeometry( 1.25, 1 ), matLineYellowTransparent ), null, [ 0, Math.PI / 2, 0 ]], [ new THREE.Mesh( new THREE.CylinderGeometry( 0.03, 0, 0.15, 4, 1, false ), matLineYellowTransparent ), [ 1.17, 0, 0 ], [ 0, 0, - Math.PI / 2 ], [ 1, 1, 0.001 ]], [ new THREE.Mesh( new THREE.CylinderGeometry( 0.03, 0, 0.15, 4, 1, false ), matLineYellowTransparent ), [ - 1.17, 0, 0 ], [ 0, 0, Math.PI / 2 ], [ 1, 1, 0.001 ]], [ new THREE.Mesh( new THREE.CylinderGeometry( 0.03, 0, 0.15, 4, 1, false ), matLineYellowTransparent ), [ 0, - 1.17, 0 ], [ Math.PI, 0, 0 ], [ 1, 1, 0.001 ]], [ new THREE.Mesh( new THREE.CylinderGeometry( 0.03, 0, 0.15, 4, 1, false ), matLineYellowTransparent ), [ 0, 1.17, 0 ], [ 0, 0, 0 ], [ 1, 1, 0.001 ]]],
+				XYZE: [[ new THREE.Line( CircleGeometry( 1, 1 ), matLineGray ), null, [ 0, Math.PI / 2, 0 ]]]
+			};
+			const helperRotate = {
+				AXIS: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ - 1e3, 0, 0 ], null, [ 1e6, 1, 1 ], 'helper' ]]
+			};
+			const pickerRotate = {
+				X: [[ new THREE.Mesh( new THREE.TorusGeometry( 1, 0.1, 4, 24 ), matInvisible ), [ 0, 0, 0 ], [ 0, - Math.PI / 2, - Math.PI / 2 ]]],
+				Y: [[ new THREE.Mesh( new THREE.TorusGeometry( 1, 0.1, 4, 24 ), matInvisible ), [ 0, 0, 0 ], [ Math.PI / 2, 0, 0 ]]],
+				Z: [[ new THREE.Mesh( new THREE.TorusGeometry( 1, 0.1, 4, 24 ), matInvisible ), [ 0, 0, 0 ], [ 0, 0, - Math.PI / 2 ]]],
+				E: [[ new THREE.Mesh( new THREE.TorusGeometry( 1.25, 0.1, 2, 24 ), matInvisible ) ]],
+				XYZE: [[ new THREE.Mesh( new THREE.SphereGeometry( 0.7, 10, 8 ), matInvisible ) ]]
+			};
+			const gizmoScale = {
+				X: [[ new THREE.Mesh( scaleHandleGeometry, matRed ), [ 0.8, 0, 0 ], [ 0, 0, - Math.PI / 2 ]], [ new THREE.Line( lineGeometry, matLineRed ), null, null, [ 0.8, 1, 1 ]]],
+				Y: [[ new THREE.Mesh( scaleHandleGeometry, matGreen ), [ 0, 0.8, 0 ]], [ new THREE.Line( lineGeometry, matLineGreen ), null, [ 0, 0, Math.PI / 2 ], [ 0.8, 1, 1 ]]],
+				Z: [[ new THREE.Mesh( scaleHandleGeometry, matBlue ), [ 0, 0, 0.8 ], [ Math.PI / 2, 0, 0 ]], [ new THREE.Line( lineGeometry, matLineBlue ), null, [ 0, - Math.PI / 2, 0 ], [ 0.8, 1, 1 ]]],
+				XY: [[ new THREE.Mesh( scaleHandleGeometry, matYellowTransparent ), [ 0.85, 0.85, 0 ], null, [ 2, 2, 0.2 ]], [ new THREE.Line( lineGeometry, matLineYellow ), [ 0.855, 0.98, 0 ], null, [ 0.125, 1, 1 ]], [ new THREE.Line( lineGeometry, matLineYellow ), [ 0.98, 0.855, 0 ], [ 0, 0, Math.PI / 2 ], [ 0.125, 1, 1 ]]],
+				YZ: [[ new THREE.Mesh( scaleHandleGeometry, matCyanTransparent ), [ 0, 0.85, 0.85 ], null, [ 0.2, 2, 2 ]], [ new THREE.Line( lineGeometry, matLineCyan ), [ 0, 0.855, 0.98 ], [ 0, 0, Math.PI / 2 ], [ 0.125, 1, 1 ]], [ new THREE.Line( lineGeometry, matLineCyan ), [ 0, 0.98, 0.855 ], [ 0, - Math.PI / 2, 0 ], [ 0.125, 1, 1 ]]],
+				XZ: [[ new THREE.Mesh( scaleHandleGeometry, matMagentaTransparent ), [ 0.85, 0, 0.85 ], null, [ 2, 0.2, 2 ]], [ new THREE.Line( lineGeometry, matLineMagenta ), [ 0.855, 0, 0.98 ], null, [ 0.125, 1, 1 ]], [ new THREE.Line( lineGeometry, matLineMagenta ), [ 0.98, 0, 0.855 ], [ 0, - Math.PI / 2, 0 ], [ 0.125, 1, 1 ]]],
+				XYZX: [[ new THREE.Mesh( new THREE.BoxGeometry( 0.125, 0.125, 0.125 ), matWhiteTransparent.clone() ), [ 1.1, 0, 0 ]]],
+				XYZY: [[ new THREE.Mesh( new THREE.BoxGeometry( 0.125, 0.125, 0.125 ), matWhiteTransparent.clone() ), [ 0, 1.1, 0 ]]],
+				XYZZ: [[ new THREE.Mesh( new THREE.BoxGeometry( 0.125, 0.125, 0.125 ), matWhiteTransparent.clone() ), [ 0, 0, 1.1 ]]]
+			};
+			const pickerScale = {
+				X: [[ new THREE.Mesh( new THREE.CylinderGeometry( 0.2, 0, 0.8, 4, 1, false ), matInvisible ), [ 0.5, 0, 0 ], [ 0, 0, - Math.PI / 2 ]]],
+				Y: [[ new THREE.Mesh( new THREE.CylinderGeometry( 0.2, 0, 0.8, 4, 1, false ), matInvisible ), [ 0, 0.5, 0 ]]],
+				Z: [[ new THREE.Mesh( new THREE.CylinderGeometry( 0.2, 0, 0.8, 4, 1, false ), matInvisible ), [ 0, 0, 0.5 ], [ Math.PI / 2, 0, 0 ]]],
+				XY: [[ new THREE.Mesh( scaleHandleGeometry, matInvisible ), [ 0.85, 0.85, 0 ], null, [ 3, 3, 0.2 ]]],
+				YZ: [[ new THREE.Mesh( scaleHandleGeometry, matInvisible ), [ 0, 0.85, 0.85 ], null, [ 0.2, 3, 3 ]]],
+				XZ: [[ new THREE.Mesh( scaleHandleGeometry, matInvisible ), [ 0.85, 0, 0.85 ], null, [ 3, 0.2, 3 ]]],
+				XYZX: [[ new THREE.Mesh( new THREE.BoxGeometry( 0.2, 0.2, 0.2 ), matInvisible ), [ 1.1, 0, 0 ]]],
+				XYZY: [[ new THREE.Mesh( new THREE.BoxGeometry( 0.2, 0.2, 0.2 ), matInvisible ), [ 0, 1.1, 0 ]]],
+				XYZZ: [[ new THREE.Mesh( new THREE.BoxGeometry( 0.2, 0.2, 0.2 ), matInvisible ), [ 0, 0, 1.1 ]]]
+			};
+			const helperScale = {
+				X: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ - 1e3, 0, 0 ], null, [ 1e6, 1, 1 ], 'helper' ]],
+				Y: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ 0, - 1e3, 0 ], [ 0, 0, Math.PI / 2 ], [ 1e6, 1, 1 ], 'helper' ]],
+				Z: [[ new THREE.Line( lineGeometry, matHelper.clone() ), [ 0, 0, - 1e3 ], [ 0, - Math.PI / 2, 0 ], [ 1e6, 1, 1 ], 'helper' ]]
+			}; // Creates an THREE.Object3D with gizmos described in custom hierarchy definition.
+
+			function setupGizmo( gizmoMap ) {
+
+				const gizmo = new THREE.Object3D();
+
+				for ( const name in gizmoMap ) {
+
+					for ( let i = gizmoMap[ name ].length; i --; ) {
+
+						const object = gizmoMap[ name ][ i ][ 0 ].clone();
+						const position = gizmoMap[ name ][ i ][ 1 ];
+						const rotation = gizmoMap[ name ][ i ][ 2 ];
+						const scale = gizmoMap[ name ][ i ][ 3 ];
+						const tag = gizmoMap[ name ][ i ][ 4 ]; // name and tag properties are essential for picking and updating logic.
+
+						object.name = name;
+						object.tag = tag;
+
+						if ( position ) {
+
+							object.position.set( position[ 0 ], position[ 1 ], position[ 2 ] );
+
+						}
+
+						if ( rotation ) {
+
+							object.rotation.set( rotation[ 0 ], rotation[ 1 ], rotation[ 2 ] );
+
+						}
+
+						if ( scale ) {
+
+							object.scale.set( scale[ 0 ], scale[ 1 ], scale[ 2 ] );
+
+						}
+
+						object.updateMatrix();
+						const tempGeometry = object.geometry.clone();
+						tempGeometry.applyMatrix4( object.matrix );
+						object.geometry = tempGeometry;
+						object.renderOrder = Infinity;
+						object.position.set( 0, 0, 0 );
+						object.rotation.set( 0, 0, 0 );
+						object.scale.set( 1, 1, 1 );
+						gizmo.add( object );
+
+					}
+
+				}
+
+				return gizmo;
+
+			} // Gizmo creation
+
+
+			this.gizmo = {};
+			this.picker = {};
+			this.helper = {};
+			this.add( this.gizmo[ 'translate' ] = setupGizmo( gizmoTranslate ) );
+			this.add( this.gizmo[ 'rotate' ] = setupGizmo( gizmoRotate ) );
+			this.add( this.gizmo[ 'scale' ] = setupGizmo( gizmoScale ) );
+			this.add( this.picker[ 'translate' ] = setupGizmo( pickerTranslate ) );
+			this.add( this.picker[ 'rotate' ] = setupGizmo( pickerRotate ) );
+			this.add( this.picker[ 'scale' ] = setupGizmo( pickerScale ) );
+			this.add( this.helper[ 'translate' ] = setupGizmo( helperTranslate ) );
+			this.add( this.helper[ 'rotate' ] = setupGizmo( helperRotate ) );
+			this.add( this.helper[ 'scale' ] = setupGizmo( helperScale ) ); // Pickers should be hidden always
+
+			this.picker[ 'translate' ].visible = false;
+			this.picker[ 'rotate' ].visible = false;
+			this.picker[ 'scale' ].visible = false;
+
+		} // updateMatrixWorld will update transformations and appearance of individual handles
+
+
+		updateMatrixWorld( force ) {
+
+			const space = this.mode === 'scale' ? this.space : 'local'; // scale always oriented to local rotation
+
+			const quaternion = space === 'local' ? this.worldQuaternion : _identityQuaternion; // Show only gizmos for current transform mode
+
+			this.gizmo[ 'translate' ].visible = this.mode === 'translate';
+			this.gizmo[ 'rotate' ].visible = this.mode === 'rotate';
+			this.gizmo[ 'scale' ].visible = this.mode === 'scale';
+			this.helper[ 'translate' ].visible = this.mode === 'translate';
+			this.helper[ 'rotate' ].visible = this.mode === 'rotate';
+			this.helper[ 'scale' ].visible = this.mode === 'scale';
+			let handles = [];
+			handles = handles.concat( this.picker[ this.mode ].children );
+			handles = handles.concat( this.gizmo[ this.mode ].children );
+			handles = handles.concat( this.helper[ this.mode ].children );
+
+			for ( let i = 0; i < handles.length; i ++ ) {
+
+				const handle = handles[ i ]; // hide aligned to camera
+
+				handle.visible = true;
+				handle.rotation.set( 0, 0, 0 );
+				handle.position.copy( this.worldPosition );
+				let factor;
+
+				if ( this.camera.isOrthographicCamera ) {
+
+					factor = ( this.camera.top - this.camera.bottom ) / this.camera.zoom;
+
+				} else {
+
+					factor = this.worldPosition.distanceTo( this.cameraPosition ) * Math.min( 1.9 * Math.tan( Math.PI * this.camera.fov / 360 ) / this.camera.zoom, 7 );
+
+				}
+
+				handle.scale.set( 1, 1, 1 ).multiplyScalar( factor * this.size / 7 ); // TODO: simplify helpers and consider decoupling from gizmo
+
+				if ( handle.tag === 'helper' ) {
+
+					handle.visible = false;
+
+					if ( handle.name === 'AXIS' ) {
+
+						handle.position.copy( this.worldPositionStart );
+						handle.visible = !! this.axis;
+
+						if ( this.axis === 'X' ) {
+
+							_tempQuaternion.setFromEuler( _tempEuler.set( 0, 0, 0 ) );
+
+							handle.quaternion.copy( quaternion ).multiply( _tempQuaternion );
+
+							if ( Math.abs( _alignVector.copy( _unitX ).applyQuaternion( quaternion ).dot( this.eye ) ) > 0.9 ) {
+
+								handle.visible = false;
+
+							}
+
+						}
+
+						if ( this.axis === 'Y' ) {
+
+							_tempQuaternion.setFromEuler( _tempEuler.set( 0, 0, Math.PI / 2 ) );
+
+							handle.quaternion.copy( quaternion ).multiply( _tempQuaternion );
+
+							if ( Math.abs( _alignVector.copy( _unitY ).applyQuaternion( quaternion ).dot( this.eye ) ) > 0.9 ) {
+
+								handle.visible = false;
+
+							}
+
+						}
+
+						if ( this.axis === 'Z' ) {
+
+							_tempQuaternion.setFromEuler( _tempEuler.set( 0, Math.PI / 2, 0 ) );
+
+							handle.quaternion.copy( quaternion ).multiply( _tempQuaternion );
+
+							if ( Math.abs( _alignVector.copy( _unitZ ).applyQuaternion( quaternion ).dot( this.eye ) ) > 0.9 ) {
+
+								handle.visible = false;
+
+							}
+
+						}
+
+						if ( this.axis === 'XYZE' ) {
+
+							_tempQuaternion.setFromEuler( _tempEuler.set( 0, Math.PI / 2, 0 ) );
+
+							_alignVector.copy( this.rotationAxis );
+
+							handle.quaternion.setFromRotationMatrix( _lookAtMatrix.lookAt( _zeroVector, _alignVector, _unitY ) );
+							handle.quaternion.multiply( _tempQuaternion );
+							handle.visible = this.dragging;
+
+						}
+
+						if ( this.axis === 'E' ) {
+
+							handle.visible = false;
+
+						}
+
+					} else if ( handle.name === 'START' ) {
+
+						handle.position.copy( this.worldPositionStart );
+						handle.visible = this.dragging;
+
+					} else if ( handle.name === 'END' ) {
+
+						handle.position.copy( this.worldPosition );
+						handle.visible = this.dragging;
+
+					} else if ( handle.name === 'DELTA' ) {
+
+						handle.position.copy( this.worldPositionStart );
+						handle.quaternion.copy( this.worldQuaternionStart );
+
+						_tempVector.set( 1e-10, 1e-10, 1e-10 ).add( this.worldPositionStart ).sub( this.worldPosition ).multiplyScalar( - 1 );
+
+						_tempVector.applyQuaternion( this.worldQuaternionStart.clone().invert() );
+
+						handle.scale.copy( _tempVector );
+						handle.visible = this.dragging;
+
+					} else {
+
+						handle.quaternion.copy( quaternion );
+
+						if ( this.dragging ) {
+
+							handle.position.copy( this.worldPositionStart );
+
+						} else {
+
+							handle.position.copy( this.worldPosition );
+
+						}
+
+						if ( this.axis ) {
+
+							handle.visible = this.axis.search( handle.name ) !== - 1;
+
+						}
+
+					} // If updating helper, skip rest of the loop
+
+
+					continue;
+
+				} // Align handles to current local or world rotation
+
+
+				handle.quaternion.copy( quaternion );
+
+				if ( this.mode === 'translate' || this.mode === 'scale' ) {
+
+					// Hide translate and scale axis facing the camera
+					const AXIS_HIDE_TRESHOLD = 0.99;
+					const PLANE_HIDE_TRESHOLD = 0.2;
+					const AXIS_FLIP_TRESHOLD = 0.0;
+
+					if ( handle.name === 'X' || handle.name === 'XYZX' ) {
+
+						if ( Math.abs( _alignVector.copy( _unitX ).applyQuaternion( quaternion ).dot( this.eye ) ) > AXIS_HIDE_TRESHOLD ) {
+
+							handle.scale.set( 1e-10, 1e-10, 1e-10 );
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name === 'Y' || handle.name === 'XYZY' ) {
+
+						if ( Math.abs( _alignVector.copy( _unitY ).applyQuaternion( quaternion ).dot( this.eye ) ) > AXIS_HIDE_TRESHOLD ) {
+
+							handle.scale.set( 1e-10, 1e-10, 1e-10 );
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name === 'Z' || handle.name === 'XYZZ' ) {
+
+						if ( Math.abs( _alignVector.copy( _unitZ ).applyQuaternion( quaternion ).dot( this.eye ) ) > AXIS_HIDE_TRESHOLD ) {
+
+							handle.scale.set( 1e-10, 1e-10, 1e-10 );
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name === 'XY' ) {
+
+						if ( Math.abs( _alignVector.copy( _unitZ ).applyQuaternion( quaternion ).dot( this.eye ) ) < PLANE_HIDE_TRESHOLD ) {
+
+							handle.scale.set( 1e-10, 1e-10, 1e-10 );
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name === 'YZ' ) {
+
+						if ( Math.abs( _alignVector.copy( _unitX ).applyQuaternion( quaternion ).dot( this.eye ) ) < PLANE_HIDE_TRESHOLD ) {
+
+							handle.scale.set( 1e-10, 1e-10, 1e-10 );
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name === 'XZ' ) {
+
+						if ( Math.abs( _alignVector.copy( _unitY ).applyQuaternion( quaternion ).dot( this.eye ) ) < PLANE_HIDE_TRESHOLD ) {
+
+							handle.scale.set( 1e-10, 1e-10, 1e-10 );
+							handle.visible = false;
+
+						}
+
+					} // Flip translate and scale axis ocluded behind another axis
+
+
+					if ( handle.name.search( 'X' ) !== - 1 ) {
+
+						if ( _alignVector.copy( _unitX ).applyQuaternion( quaternion ).dot( this.eye ) < AXIS_FLIP_TRESHOLD ) {
+
+							if ( handle.tag === 'fwd' ) {
+
+								handle.visible = false;
+
+							} else {
+
+								handle.scale.x *= - 1;
+
+							}
+
+						} else if ( handle.tag === 'bwd' ) {
+
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name.search( 'Y' ) !== - 1 ) {
+
+						if ( _alignVector.copy( _unitY ).applyQuaternion( quaternion ).dot( this.eye ) < AXIS_FLIP_TRESHOLD ) {
+
+							if ( handle.tag === 'fwd' ) {
+
+								handle.visible = false;
+
+							} else {
+
+								handle.scale.y *= - 1;
+
+							}
+
+						} else if ( handle.tag === 'bwd' ) {
+
+							handle.visible = false;
+
+						}
+
+					}
+
+					if ( handle.name.search( 'Z' ) !== - 1 ) {
+
+						if ( _alignVector.copy( _unitZ ).applyQuaternion( quaternion ).dot( this.eye ) < AXIS_FLIP_TRESHOLD ) {
+
+							if ( handle.tag === 'fwd' ) {
+
+								handle.visible = false;
+
+							} else {
+
+								handle.scale.z *= - 1;
+
+							}
+
+						} else if ( handle.tag === 'bwd' ) {
+
+							handle.visible = false;
+
+						}
+
+					}
+
+				} else if ( this.mode === 'rotate' ) {
+
+					// Align handles to current local or world rotation
+					_tempQuaternion2.copy( quaternion );
+
+					_alignVector.copy( this.eye ).applyQuaternion( _tempQuaternion.copy( quaternion ).invert() );
+
+					if ( handle.name.search( 'E' ) !== - 1 ) {
+
+						handle.quaternion.setFromRotationMatrix( _lookAtMatrix.lookAt( this.eye, _zeroVector, _unitY ) );
+
+					}
+
+					if ( handle.name === 'X' ) {
+
+						_tempQuaternion.setFromAxisAngle( _unitX, Math.atan2( - _alignVector.y, _alignVector.z ) );
+
+						_tempQuaternion.multiplyQuaternions( _tempQuaternion2, _tempQuaternion );
+
+						handle.quaternion.copy( _tempQuaternion );
+
+					}
+
+					if ( handle.name === 'Y' ) {
+
+						_tempQuaternion.setFromAxisAngle( _unitY, Math.atan2( _alignVector.x, _alignVector.z ) );
+
+						_tempQuaternion.multiplyQuaternions( _tempQuaternion2, _tempQuaternion );
+
+						handle.quaternion.copy( _tempQuaternion );
+
+					}
+
+					if ( handle.name === 'Z' ) {
+
+						_tempQuaternion.setFromAxisAngle( _unitZ, Math.atan2( _alignVector.y, _alignVector.x ) );
+
+						_tempQuaternion.multiplyQuaternions( _tempQuaternion2, _tempQuaternion );
+
+						handle.quaternion.copy( _tempQuaternion );
+
+					}
+
+				} // Hide disabled axes
+
+
+				handle.visible = handle.visible && ( handle.name.indexOf( 'X' ) === - 1 || this.showX );
+				handle.visible = handle.visible && ( handle.name.indexOf( 'Y' ) === - 1 || this.showY );
+				handle.visible = handle.visible && ( handle.name.indexOf( 'Z' ) === - 1 || this.showZ );
+				handle.visible = handle.visible && ( handle.name.indexOf( 'E' ) === - 1 || this.showX && this.showY && this.showZ ); // highlight selected axis
+
+				handle.material._opacity = handle.material._opacity || handle.material.opacity;
+				handle.material._color = handle.material._color || handle.material.color.clone();
+				handle.material.color.copy( handle.material._color );
+				handle.material.opacity = handle.material._opacity;
+
+				if ( ! this.enabled ) {
+
+					handle.material.opacity *= 0.5;
+					handle.material.color.lerp( new THREE.Color( 1, 1, 1 ), 0.5 );
+
+				} else if ( this.axis ) {
+
+					if ( handle.name === this.axis ) {
+
+						handle.material.opacity = 1.0;
+						handle.material.color.lerp( new THREE.Color( 1, 1, 1 ), 0.5 );
+
+					} else if ( this.axis.split( '' ).some( function ( a ) {
+
+						return handle.name === a;
+
+					} ) ) {
+
+						handle.material.opacity = 1.0;
+						handle.material.color.lerp( new THREE.Color( 1, 1, 1 ), 0.5 );
+
+					} else {
+
+						handle.material.opacity *= 0.25;
+						handle.material.color.lerp( new THREE.Color( 1, 1, 1 ), 0.5 );
+
+					}
+
+				}
+
+			}
+
+			super.updateMatrixWorld( force );
+
+		}
+
+	}
+
+	TransformControlsGizmo.prototype.isTransformControlsGizmo = true; //
+
+	class TransformControlsPlane extends THREE.Mesh {
+
+		constructor() {
+
+			super( new THREE.PlaneGeometry( 100000, 100000, 2, 2 ), new THREE.MeshBasicMaterial( {
+				visible: false,
+				wireframe: true,
+				side: THREE.DoubleSide,
+				transparent: true,
+				opacity: 0.1,
+				toneMapped: false
+			} ) );
+			this.type = 'TransformControlsPlane';
+
+		}
+
+		updateMatrixWorld( force ) {
+
+			let space = this.space;
+			this.position.copy( this.worldPosition );
+			if ( this.mode === 'scale' ) space = 'local'; // scale always oriented to local rotation
+
+			_v1.copy( _unitX ).applyQuaternion( space === 'local' ? this.worldQuaternion : _identityQuaternion );
+
+			_v2.copy( _unitY ).applyQuaternion( space === 'local' ? this.worldQuaternion : _identityQuaternion );
+
+			_v3.copy( _unitZ ).applyQuaternion( space === 'local' ? this.worldQuaternion : _identityQuaternion ); // Align the plane for current transform mode, axis and space.
+
+
+			_alignVector.copy( _v2 );
+
+			switch ( this.mode ) {
+
+				case 'translate':
+				case 'scale':
+					switch ( this.axis ) {
+
+						case 'X':
+							_alignVector.copy( this.eye ).cross( _v1 );
+
+							_dirVector.copy( _v1 ).cross( _alignVector );
+
+							break;
+
+						case 'Y':
+							_alignVector.copy( this.eye ).cross( _v2 );
+
+							_dirVector.copy( _v2 ).cross( _alignVector );
+
+							break;
+
+						case 'Z':
+							_alignVector.copy( this.eye ).cross( _v3 );
+
+							_dirVector.copy( _v3 ).cross( _alignVector );
+
+							break;
+
+						case 'XY':
+							_dirVector.copy( _v3 );
+
+							break;
+
+						case 'YZ':
+							_dirVector.copy( _v1 );
+
+							break;
+
+						case 'XZ':
+							_alignVector.copy( _v3 );
+
+							_dirVector.copy( _v2 );
+
+							break;
+
+						case 'XYZ':
+						case 'E':
+							_dirVector.set( 0, 0, 0 );
+
+							break;
+
+					}
+
+					break;
+
+				case 'rotate':
+				default:
+					// special case for rotate
+					_dirVector.set( 0, 0, 0 );
+
+			}
+
+			if ( _dirVector.length() === 0 ) {
+
+				// If in rotate mode, make the plane parallel to camera
+				this.quaternion.copy( this.cameraQuaternion );
+
+			} else {
+
+				_tempMatrix.lookAt( _tempVector.set( 0, 0, 0 ), _dirVector, _alignVector );
+
+				this.quaternion.setFromRotationMatrix( _tempMatrix );
+
+			}
+
+			super.updateMatrixWorld( force );
+
+		}
+
+	}
+
+	TransformControlsPlane.prototype.isTransformControlsPlane = true;
+
+	THREE.TransformControls = TransformControls;
+	THREE.TransformControlsGizmo = TransformControlsGizmo;
+	THREE.TransformControlsPlane = TransformControlsPlane;
+
+} )();
diff --git a/downloads/UnrealBloomPass.js b/downloads/UnrealBloomPass.js
new file mode 100644
index 0000000..66316b3
--- /dev/null
+++ b/downloads/UnrealBloomPass.js
@@ -0,0 +1,366 @@
+( function () {
+
+	/**
+ * UnrealBloomPass is inspired by the bloom pass of Unreal Engine. It creates a
+ * mip map chain of bloom textures and blurs them with different radii. Because
+ * of the weighted combination of mips, and because larger blurs are done on
+ * higher mips, this effect provides good quality and performance.
+ *
+ * Reference:
+ * - https://docs.unrealengine.com/latest/INT/Engine/Rendering/PostProcessEffects/Bloom/
+ */
+
+	class UnrealBloomPass extends THREE.Pass {
+
+		constructor( resolution, strength, radius, threshold ) {
+
+			super();
+			this.strength = strength !== undefined ? strength : 1;
+			this.radius = radius;
+			this.threshold = threshold;
+			this.resolution = resolution !== undefined ? new THREE.Vector2( resolution.x, resolution.y ) : new THREE.Vector2( 256, 256 ); // create color only once here, reuse it later inside the render function
+
+			this.clearColor = new THREE.Color( 0, 0, 0 ); // render targets
+
+			const pars = {
+				minFilter: THREE.LinearFilter,
+				magFilter: THREE.LinearFilter,
+				format: THREE.RGBAFormat
+			};
+			this.renderTargetsHorizontal = [];
+			this.renderTargetsVertical = [];
+			this.nMips = 5;
+			let resx = Math.round( this.resolution.x / 2 );
+			let resy = Math.round( this.resolution.y / 2 );
+			this.renderTargetBright = new THREE.WebGLRenderTarget( resx, resy, pars );
+			this.renderTargetBright.texture.name = 'UnrealBloomPass.bright';
+			this.renderTargetBright.texture.generateMipmaps = false;
+
+			for ( let i = 0; i < this.nMips; i ++ ) {
+
+				const renderTargetHorizonal = new THREE.WebGLRenderTarget( resx, resy, pars );
+				renderTargetHorizonal.texture.name = 'UnrealBloomPass.h' + i;
+				renderTargetHorizonal.texture.generateMipmaps = false;
+				this.renderTargetsHorizontal.push( renderTargetHorizonal );
+				const renderTargetVertical = new THREE.WebGLRenderTarget( resx, resy, pars );
+				renderTargetVertical.texture.name = 'UnrealBloomPass.v' + i;
+				renderTargetVertical.texture.generateMipmaps = false;
+				this.renderTargetsVertical.push( renderTargetVertical );
+				resx = Math.round( resx / 2 );
+				resy = Math.round( resy / 2 );
+
+			} // luminosity high pass material
+
+
+			if ( THREE.LuminosityHighPassShader === undefined ) console.error( 'THREE.UnrealBloomPass relies on THREE.LuminosityHighPassShader' );
+			const highPassShader = THREE.LuminosityHighPassShader;
+			this.highPassUniforms = THREE.UniformsUtils.clone( highPassShader.uniforms );
+			this.highPassUniforms[ 'luminosityThreshold' ].value = threshold;
+			this.highPassUniforms[ 'smoothWidth' ].value = 0.01;
+			this.materialHighPassFilter = new THREE.ShaderMaterial( {
+				uniforms: this.highPassUniforms,
+				vertexShader: highPassShader.vertexShader,
+				fragmentShader: highPassShader.fragmentShader,
+				defines: {}
+			} ); // Gaussian Blur Materials
+
+			this.separableBlurMaterials = [];
+			const kernelSizeArray = [ 3, 5, 7, 9, 11 ];
+			resx = Math.round( this.resolution.x / 2 );
+			resy = Math.round( this.resolution.y / 2 );
+
+			for ( let i = 0; i < this.nMips; i ++ ) {
+
+				this.separableBlurMaterials.push( this.getSeperableBlurMaterial( kernelSizeArray[ i ] ) );
+				this.separableBlurMaterials[ i ].uniforms[ 'texSize' ].value = new THREE.Vector2( resx, resy );
+				resx = Math.round( resx / 2 );
+				resy = Math.round( resy / 2 );
+
+			} // Composite material
+
+
+			this.compositeMaterial = this.getCompositeMaterial( this.nMips );
+			this.compositeMaterial.uniforms[ 'blurTexture1' ].value = this.renderTargetsVertical[ 0 ].texture;
+			this.compositeMaterial.uniforms[ 'blurTexture2' ].value = this.renderTargetsVertical[ 1 ].texture;
+			this.compositeMaterial.uniforms[ 'blurTexture3' ].value = this.renderTargetsVertical[ 2 ].texture;
+			this.compositeMaterial.uniforms[ 'blurTexture4' ].value = this.renderTargetsVertical[ 3 ].texture;
+			this.compositeMaterial.uniforms[ 'blurTexture5' ].value = this.renderTargetsVertical[ 4 ].texture;
+			this.compositeMaterial.uniforms[ 'bloomStrength' ].value = strength;
+			this.compositeMaterial.uniforms[ 'bloomRadius' ].value = 0.1;
+			this.compositeMaterial.needsUpdate = true;
+			const bloomFactors = [ 1.0, 0.8, 0.6, 0.4, 0.2 ];
+			this.compositeMaterial.uniforms[ 'bloomFactors' ].value = bloomFactors;
+			this.bloomTintColors = [ new THREE.Vector3( 1, 1, 1 ), new THREE.Vector3( 1, 1, 1 ), new THREE.Vector3( 1, 1, 1 ), new THREE.Vector3( 1, 1, 1 ), new THREE.Vector3( 1, 1, 1 ) ];
+			this.compositeMaterial.uniforms[ 'bloomTintColors' ].value = this.bloomTintColors; // copy material
+
+			if ( THREE.CopyShader === undefined ) {
+
+				console.error( 'THREE.UnrealBloomPass relies on THREE.CopyShader' );
+
+			}
+
+			const copyShader = THREE.CopyShader;
+			this.copyUniforms = THREE.UniformsUtils.clone( copyShader.uniforms );
+			this.copyUniforms[ 'opacity' ].value = 1.0;
+			this.materialCopy = new THREE.ShaderMaterial( {
+				uniforms: this.copyUniforms,
+				vertexShader: copyShader.vertexShader,
+				fragmentShader: copyShader.fragmentShader,
+				blending: THREE.AdditiveBlending,
+				depthTest: false,
+				depthWrite: false,
+				transparent: true
+			} );
+			this.enabled = true;
+			this.needsSwap = false;
+			this._oldClearColor = new THREE.Color();
+			this.oldClearAlpha = 1;
+			this.basic = new THREE.MeshBasicMaterial();
+			this.fsQuad = new THREE.FullScreenQuad( null );
+
+		}
+
+		dispose() {
+
+			for ( let i = 0; i < this.renderTargetsHorizontal.length; i ++ ) {
+
+				this.renderTargetsHorizontal[ i ].dispose();
+
+			}
+
+			for ( let i = 0; i < this.renderTargetsVertical.length; i ++ ) {
+
+				this.renderTargetsVertical[ i ].dispose();
+
+			}
+
+			this.renderTargetBright.dispose();
+
+		}
+
+		setSize( width, height ) {
+
+			let resx = Math.round( width / 2 );
+			let resy = Math.round( height / 2 );
+			this.renderTargetBright.setSize( resx, resy );
+
+			for ( let i = 0; i < this.nMips; i ++ ) {
+
+				this.renderTargetsHorizontal[ i ].setSize( resx, resy );
+				this.renderTargetsVertical[ i ].setSize( resx, resy );
+				this.separableBlurMaterials[ i ].uniforms[ 'texSize' ].value = new THREE.Vector2( resx, resy );
+				resx = Math.round( resx / 2 );
+				resy = Math.round( resy / 2 );
+
+			}
+
+		}
+
+		render( renderer, writeBuffer, readBuffer, deltaTime, maskActive ) {
+
+			renderer.getClearColor( this._oldClearColor );
+			this.oldClearAlpha = renderer.getClearAlpha();
+			const oldAutoClear = renderer.autoClear;
+			renderer.autoClear = false;
+			renderer.setClearColor( this.clearColor, 0 );
+			if ( maskActive ) renderer.state.buffers.stencil.setTest( false ); // Render input to screen
+
+			if ( this.renderToScreen ) {
+
+				this.fsQuad.material = this.basic;
+				this.basic.map = readBuffer.texture;
+				renderer.setRenderTarget( null );
+				renderer.clear();
+				this.fsQuad.render( renderer );
+
+			} // 1. Extract Bright Areas
+
+
+			this.highPassUniforms[ 'tDiffuse' ].value = readBuffer.texture;
+			this.highPassUniforms[ 'luminosityThreshold' ].value = this.threshold;
+			this.fsQuad.material = this.materialHighPassFilter;
+			renderer.setRenderTarget( this.renderTargetBright );
+			renderer.clear();
+			this.fsQuad.render( renderer ); // 2. Blur All the mips progressively
+
+			let inputRenderTarget = this.renderTargetBright;
+
+			for ( let i = 0; i < this.nMips; i ++ ) {
+
+				this.fsQuad.material = this.separableBlurMaterials[ i ];
+				this.separableBlurMaterials[ i ].uniforms[ 'colorTexture' ].value = inputRenderTarget.texture;
+				this.separableBlurMaterials[ i ].uniforms[ 'direction' ].value = UnrealBloomPass.BlurDirectionX;
+				renderer.setRenderTarget( this.renderTargetsHorizontal[ i ] );
+				renderer.clear();
+				this.fsQuad.render( renderer );
+				this.separableBlurMaterials[ i ].uniforms[ 'colorTexture' ].value = this.renderTargetsHorizontal[ i ].texture;
+				this.separableBlurMaterials[ i ].uniforms[ 'direction' ].value = UnrealBloomPass.BlurDirectionY;
+				renderer.setRenderTarget( this.renderTargetsVertical[ i ] );
+				renderer.clear();
+				this.fsQuad.render( renderer );
+				inputRenderTarget = this.renderTargetsVertical[ i ];
+
+			} // Composite All the mips
+
+
+			this.fsQuad.material = this.compositeMaterial;
+			this.compositeMaterial.uniforms[ 'bloomStrength' ].value = this.strength;
+			this.compositeMaterial.uniforms[ 'bloomRadius' ].value = this.radius;
+			this.compositeMaterial.uniforms[ 'bloomTintColors' ].value = this.bloomTintColors;
+			renderer.setRenderTarget( this.renderTargetsHorizontal[ 0 ] );
+			renderer.clear();
+			this.fsQuad.render( renderer ); // Blend it additively over the input texture
+
+			this.fsQuad.material = this.materialCopy;
+			this.copyUniforms[ 'tDiffuse' ].value = this.renderTargetsHorizontal[ 0 ].texture;
+			if ( maskActive ) renderer.state.buffers.stencil.setTest( true );
+
+			if ( this.renderToScreen ) {
+
+				renderer.setRenderTarget( null );
+				this.fsQuad.render( renderer );
+
+			} else {
+
+				renderer.setRenderTarget( readBuffer );
+				this.fsQuad.render( renderer );
+
+			} // Restore renderer settings
+
+
+			renderer.setClearColor( this._oldClearColor, this.oldClearAlpha );
+			renderer.autoClear = oldAutoClear;
+
+		}
+
+		getSeperableBlurMaterial( kernelRadius ) {
+
+			return new THREE.ShaderMaterial( {
+				defines: {
+					'KERNEL_RADIUS': kernelRadius,
+					'SIGMA': kernelRadius
+				},
+				uniforms: {
+					'colorTexture': {
+						value: null
+					},
+					'texSize': {
+						value: new THREE.Vector2( 0.5, 0.5 )
+					},
+					'direction': {
+						value: new THREE.Vector2( 0.5, 0.5 )
+					}
+				},
+				vertexShader: `varying vec2 vUv;
+				void main() {
+					vUv = uv;
+					gl_Position = projectionMatrix * modelViewMatrix * vec4( position, 1.0 );
+				}`,
+				fragmentShader: `#include <common>
+				varying vec2 vUv;
+				uniform sampler2D colorTexture;
+				uniform vec2 texSize;
+				uniform vec2 direction;
+
+				float gaussianPdf(in float x, in float sigma) {
+					return 0.39894 * exp( -0.5 * x * x/( sigma * sigma))/sigma;
+				}
+				void main() {
+					vec2 invSize = 1.0 / texSize;
+					float fSigma = float(SIGMA);
+					float weightSum = gaussianPdf(0.0, fSigma);
+					vec3 diffuseSum = texture2D( colorTexture, vUv).rgb * weightSum;
+					for( int i = 1; i < KERNEL_RADIUS; i ++ ) {
+						float x = float(i);
+						float w = gaussianPdf(x, fSigma);
+						vec2 uvOffset = direction * invSize * x;
+						vec3 sample1 = texture2D( colorTexture, vUv + uvOffset).rgb;
+						vec3 sample2 = texture2D( colorTexture, vUv - uvOffset).rgb;
+						diffuseSum += (sample1 + sample2) * w;
+						weightSum += 2.0 * w;
+					}
+					gl_FragColor = vec4(diffuseSum/weightSum, 1.0);
+				}`
+			} );
+
+		}
+
+		getCompositeMaterial( nMips ) {
+
+			return new THREE.ShaderMaterial( {
+				defines: {
+					'NUM_MIPS': nMips
+				},
+				uniforms: {
+					'blurTexture1': {
+						value: null
+					},
+					'blurTexture2': {
+						value: null
+					},
+					'blurTexture3': {
+						value: null
+					},
+					'blurTexture4': {
+						value: null
+					},
+					'blurTexture5': {
+						value: null
+					},
+					'dirtTexture': {
+						value: null
+					},
+					'bloomStrength': {
+						value: 1.0
+					},
+					'bloomFactors': {
+						value: null
+					},
+					'bloomTintColors': {
+						value: null
+					},
+					'bloomRadius': {
+						value: 0.0
+					}
+				},
+				vertexShader: `varying vec2 vUv;
+				void main() {
+					vUv = uv;
+					gl_Position = projectionMatrix * modelViewMatrix * vec4( position, 1.0 );
+				}`,
+				fragmentShader: `varying vec2 vUv;
+				uniform sampler2D blurTexture1;
+				uniform sampler2D blurTexture2;
+				uniform sampler2D blurTexture3;
+				uniform sampler2D blurTexture4;
+				uniform sampler2D blurTexture5;
+				uniform sampler2D dirtTexture;
+				uniform float bloomStrength;
+				uniform float bloomRadius;
+				uniform float bloomFactors[NUM_MIPS];
+				uniform vec3 bloomTintColors[NUM_MIPS];
+
+				float lerpBloomFactor(const in float factor) {
+					float mirrorFactor = 1.2 - factor;
+					return mix(factor, mirrorFactor, bloomRadius);
+				}
+
+				void main() {
+					gl_FragColor = bloomStrength * ( lerpBloomFactor(bloomFactors[0]) * vec4(bloomTintColors[0], 1.0) * texture2D(blurTexture1, vUv) +
+						lerpBloomFactor(bloomFactors[1]) * vec4(bloomTintColors[1], 1.0) * texture2D(blurTexture2, vUv) +
+						lerpBloomFactor(bloomFactors[2]) * vec4(bloomTintColors[2], 1.0) * texture2D(blurTexture3, vUv) +
+						lerpBloomFactor(bloomFactors[3]) * vec4(bloomTintColors[3], 1.0) * texture2D(blurTexture4, vUv) +
+						lerpBloomFactor(bloomFactors[4]) * vec4(bloomTintColors[4], 1.0) * texture2D(blurTexture5, vUv) );
+				}`
+			} );
+
+		}
+
+	}
+
+	UnrealBloomPass.BlurDirectionX = new THREE.Vector2( 1.0, 0.0 );
+	UnrealBloomPass.BlurDirectionY = new THREE.Vector2( 0.0, 1.0 );
+
+	THREE.UnrealBloomPass = UnrealBloomPass;
+
+} )();
diff --git a/downloads/dashboard.html b/downloads/dashboard.html
new file mode 100644
index 0000000..d4275f2
--- /dev/null
+++ b/downloads/dashboard.html
@@ -0,0 +1,643 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>newOS4 Dashboard</title>
+    <style>
+        :root {
+            --bg: #0a0f0a;
+            --surface: #0f1a0f;
+            --border: #1a3320;
+            --accent: #00ff41;
+            --accent-dim: #00cc33;
+            --accent-glow: rgba(0, 255, 65, 0.15);
+            --text: #e0ffe6;
+            --text-dim: #88aa88;
+            --warn: #ffcc00;
+            --danger: #ff4444;
+            --info: #44aaff;
+        }
+        * { box-sizing: border-box; margin: 0; padding: 0; }
+        body {
+            background: var(--bg);
+            color: var(--text);
+            font-family: 'Segoe UI', system-ui, sans-serif;
+            line-height: 1.5;
+            min-height: 100vh;
+        }
+        header {
+            border-bottom: 1px solid var(--border);
+            padding: 1rem 1.5rem;
+            background: var(--surface);
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            flex-wrap: wrap;
+            gap: 0.5rem;
+            position: sticky;
+            top: 0;
+            z-index: 10;
+        }
+        header h1 {
+            font-size: 1.2rem;
+            color: var(--accent);
+            text-shadow: 0 0 8px var(--accent-glow);
+        }
+        header .meta {
+            font-size: 0.8rem;
+            color: var(--text-dim);
+        }
+        .header-controls {
+            display: flex;
+            gap: 0.5rem;
+            align-items: center;
+        }
+        .header-controls button {
+            background: var(--surface);
+            border: 1px solid var(--border);
+            color: var(--text);
+            padding: 0.3rem 0.8rem;
+            border-radius: 4px;
+            cursor: pointer;
+            font-size: 0.8rem;
+            font-family: inherit;
+        }
+        .header-controls button:hover {
+            border-color: var(--accent);
+            color: var(--accent);
+        }
+        .header-controls .status-dot {
+            display: inline-block;
+            width: 8px;
+            height: 8px;
+            border-radius: 50%;
+            margin-right: 4px;
+        }
+        .status-dot.green { background: var(--accent); box-shadow: 0 0 6px var(--accent); }
+        .status-dot.yellow { background: var(--warn); box-shadow: 0 0 6px var(--warn); }
+        .status-dot.red { background: var(--danger); box-shadow: 0 0 6px var(--danger); }
+        .status-dot.gray { background: var(--text-dim); }
+
+        .container { max-width: 1200px; margin: 0 auto; padding: 1rem; }
+
+        .grid {
+            display: grid;
+            grid-template-columns: repeat(auto-fit, minmax(240px, 1fr));
+            gap: 1rem;
+            margin-bottom: 1.5rem;
+        }
+        .panel {
+            background: var(--surface);
+            border: 1px solid var(--border);
+            border-radius: 6px;
+            padding: 1rem;
+            transition: border-color 0.3s;
+        }
+        .panel:hover { border-color: var(--accent-dim); }
+        .panel h3 {
+            font-size: 0.75rem;
+            text-transform: uppercase;
+            letter-spacing: 0.05em;
+            color: var(--text-dim);
+            margin-bottom: 0.5rem;
+            display: flex;
+            align-items: center;
+            gap: 0.4rem;
+        }
+        .panel .value {
+            font-size: 1.8rem;
+            font-weight: 700;
+            color: var(--text);
+        }
+        .panel .sub {
+            font-size: 0.75rem;
+            color: var(--text-dim);
+            margin-top: 0.2rem;
+        }
+        .panel .progress {
+            height: 4px;
+            background: #1a3320;
+            border-radius: 2px;
+            overflow: hidden;
+            margin-top: 0.5rem;
+        }
+        .panel .progress-fill {
+            height: 100%;
+            border-radius: 2px;
+            transition: width 0.5s;
+        }
+        .progress-fill.green { background: var(--accent); }
+        .progress-fill.yellow { background: var(--warn); }
+        .progress-fill.red { background: var(--danger); }
+
+        .section {
+            margin: 1.5rem 0;
+            padding: 1rem;
+            background: var(--surface);
+            border-left: 3px solid var(--accent);
+            border-radius: 0 6px 6px 0;
+        }
+        .section h2 {
+            font-size: 1rem;
+            color: var(--accent);
+            margin-bottom: 0.75rem;
+        }
+        .section.warn { border-left-color: var(--warn); }
+        .section.danger { border-left-color: var(--danger); }
+
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            font-size: 0.85rem;
+        }
+        th, td {
+            text-align: left;
+            padding: 0.4rem 0.6rem;
+            border-bottom: 1px solid var(--border);
+        }
+        th {
+            color: var(--accent);
+            font-weight: 600;
+            text-transform: uppercase;
+            font-size: 0.7rem;
+            letter-spacing: 0.05em;
+        }
+        td { color: var(--text); }
+        tr:hover td { background: rgba(0,255,65,0.04); }
+
+        .badge {
+            display: inline-block;
+            padding: 0.1rem 0.4rem;
+            border: 1px solid var(--border);
+            font-size: 0.7rem;
+            border-radius: 3px;
+            color: var(--text-dim);
+        }
+        .badge.green { border-color: var(--accent); color: var(--accent); }
+        .badge.yellow { border-color: var(--warn); color: var(--warn); }
+        .badge.red { border-color: var(--danger); color: var(--danger); }
+        .badge.blue { border-color: var(--info); color: var(--info); }
+
+        .agent-row {
+            display: flex;
+            justify-content: space-between;
+            align-items: center;
+            padding: 0.4rem 0;
+            border-bottom: 1px dashed var(--border);
+            font-size: 0.85rem;
+        }
+        .agent-row:last-child { border-bottom: none; }
+        .agent-row .name { color: var(--text); }
+        .agent-row .status { font-size: 0.75rem; }
+        .agent-row .caps { font-size: 0.7rem; color: var(--text-dim); }
+
+        .metric-row {
+            display: flex;
+            justify-content: space-between;
+            padding: 0.3rem 0;
+            border-bottom: 1px dashed var(--border);
+            font-size: 0.85rem;
+        }
+        .metric-row:last-child { border-bottom: none; }
+
+        .loading {
+            text-align: center;
+            padding: 3rem;
+            color: var(--text-dim);
+        }
+        .loading .spinner {
+            display: inline-block;
+            width: 24px;
+            height: 24px;
+            border: 2px solid var(--border);
+            border-top-color: var(--accent);
+            border-radius: 50%;
+            animation: spin 0.8s linear infinite;
+            margin-bottom: 0.5rem;
+        }
+        @keyframes spin { to { transform: rotate(360deg); } }
+
+        .error-banner {
+            background: rgba(255,68,68,0.1);
+            border: 1px solid var(--danger);
+            color: var(--danger);
+            padding: 0.75rem;
+            border-radius: 6px;
+            margin-bottom: 1rem;
+            font-size: 0.85rem;
+        }
+
+        .last-updated {
+            text-align: center;
+            font-size: 0.7rem;
+            color: var(--text-dim);
+            padding: 1rem;
+            border-top: 1px solid var(--border);
+            margin-top: 1rem;
+        }
+
+        @media (max-width: 640px) {
+            header { padding: 0.75rem; flex-direction: column; align-items: flex-start; }
+            .container { padding: 0.75rem; }
+            .grid { grid-template-columns: 1fr 1fr; }
+            .panel .value { font-size: 1.4rem; }
+        }
+        @media (max-width: 400px) {
+            .grid { grid-template-columns: 1fr; }
+        }
+    </style>
+</head>
+<body>
+<header>
+    <div>
+        <h1>⬡ newOS4 Dashboard</h1>
+        <div class="meta">Live system telemetry · <span id="version-display">v?</span></div>
+    </div>
+    <div class="header-controls">
+        <span id="connection-status"><span class="status-dot gray"></span> Loading...</span>
+        <button onclick="refreshNow()">⟳ Refresh</button>
+        <button onclick="document.querySelector('.container').classList.toggle('compact')">⊞ Toggle</button>
+    </div>
+</header>
+
+<div class="container">
+    <div id="error-banner" class="error-banner" style="display:none"></div>
+
+    <div id="loading" class="loading">
+        <div class="spinner"></div>
+        <div>Connecting to newOS4...</div>
+    </div>
+
+    <div id="dashboard-content" style="display:none">
+        <!-- Metric Panels -->
+        <div class="grid" id="metric-grid">
+            <div class="panel" id="panel-modules">
+                <h3>🧩 Modules</h3>
+                <div class="value" id="val-modules">--</div>
+                <div class="sub" id="sub-modules"></div>
+                <div class="progress"><div class="progress-fill green" id="bar-modules" style="width:0%"></div></div>
+            </div>
+            <div class="panel" id="panel-agents">
+                <h3>🤖 Agents</h3>
+                <div class="value" id="val-agents">--</div>
+                <div class="sub" id="sub-agents"></div>
+                <div class="progress"><div class="progress-fill" id="bar-agents" style="width:0%"></div></div>
+            </div>
+            <div class="panel" id="panel-memory">
+                <h3>💾 Memory</h3>
+                <div class="value" id="val-memory">--</div>
+                <div class="sub" id="sub-memory"></div>
+                <div class="progress"><div class="progress-fill green" id="bar-memory" style="width:0%"></div></div>
+            </div>
+            <div class="panel" id="panel-vfs">
+                <h3>📁 VFS</h3>
+                <div class="value" id="val-vfs">--</div>
+                <div class="sub" id="sub-vfs"></div>
+                <div class="progress"><div class="progress-fill green" id="bar-vfs" style="width:0%"></div></div>
+            </div>
+            <div class="panel" id="panel-ollama">
+                <h3>🧠 Ollama</h3>
+                <div class="value" id="val-ollama">--</div>
+                <div class="sub" id="sub-ollama"></div>
+                <div class="progress"><div class="progress-fill green" id="bar-ollama" style="width:0%"></div></div>
+            </div>
+            <div class="panel" id="panel-skills">
+                <h3>📚 Skills</h3>
+                <div class="value" id="val-skills">--</div>
+                <div class="sub" id="sub-skills"></div>
+                <div class="progress"><div class="progress-fill green" id="bar-skills" style="width:0%"></div></div>
+            </div>
+        </div>
+
+        <!-- Agent Pool -->
+        <div class="section" id="section-agents">
+            <h2>🤖 Agent Pool</h2>
+            <div id="agent-list"><div class="metric-row">No agents spawned</div></div>
+        </div>
+
+        <!-- Token Usage -->
+        <div class="section" id="section-tokens">
+            <h2>📊 LLM Token Usage</h2>
+            <div id="token-summary"></div>
+            <div style="margin-top:0.5rem">
+                <table>
+                    <thead><tr><th>Model</th><th>Requests</th><th>Tokens</th><th>%</th></tr></thead>
+                    <tbody id="token-by-model"></tbody>
+                </table>
+            </div>
+        </div>
+
+        <!-- Tool Latency -->
+        <div class="section warn" id="section-latency">
+            <h2>⏱ Tool Latency (Top 10)</h2>
+            <table>
+                <thead><tr><th>Tool</th><th>Avg</th><th>Max</th><th>Calls</th><th>Errors</th></tr></thead>
+                <tbody id="latency-table"></tbody>
+            </table>
+        </div>
+
+        <!-- World Model -->
+        <div class="section" id="section-world-model">
+            <h2>🌐 World Model</h2>
+            <div id="world-model-metrics">
+                <div class="metric-row"><span>Not synthesized yet</span><span>—</span></div>
+            </div>
+        </div>
+
+        <!-- System Health -->
+        <div class="section" id="section-health">
+            <h2>🩺 System Health</h2>
+            <div id="health-metrics"></div>
+        </div>
+    </div>
+
+    <div class="last-updated">
+        Last updated: <span id="last-updated-time">--</span> · Auto-refresh every 5s
+    </div>
+</div>
+
+<script>
+(function() {
+    'use strict';
+
+    const DASHBOARD_KEY = 'webx11_dashboard_data';
+    const REFRESH_INTERVAL = 5000;
+    let refreshTimer = null;
+    let lastData = null;
+
+    function showError(msg) {
+        const banner = document.getElementById('error-banner');
+        banner.textContent = '⚠️ ' + msg;
+        banner.style.display = 'block';
+    }
+
+    function hideError() {
+        document.getElementById('error-banner').style.display = 'none';
+    }
+
+    function showLoading() {
+        document.getElementById('loading').style.display = 'block';
+        document.getElementById('dashboard-content').style.display = 'none';
+    }
+
+    function showContent() {
+        document.getElementById('loading').style.display = 'none';
+        document.getElementById('dashboard-content').style.display = 'block';
+    }
+
+    function updateConnectionStatus(ok) {
+        const el = document.getElementById('connection-status');
+        if (ok) {
+            el.innerHTML = '<span class="status-dot green"></span> Connected';
+        } else {
+            el.innerHTML = '<span class="status-dot red"></span> Disconnected';
+        }
+    }
+
+    function fetchDashboardData() {
+        // Try to get data from localStorage (set by the AI tool or terminal command)
+        try {
+            const raw = localStorage.getItem(DASHBOARD_KEY);
+            if (raw) {
+                const data = JSON.parse(raw);
+                if (data && data.timestamp && (Date.now() - data.timestamp < 10000)) {
+                    return data; // fresh enough
+                }
+            }
+        } catch (e) {}
+        return null;
+    }
+
+    function renderDashboard(data) {
+        if (!data) {
+            showError('No dashboard data available. Open newOS4 terminal and run: dashboard');
+            updateConnectionStatus(false);
+            return;
+        }
+
+        hideError();
+        updateConnectionStatus(true);
+        lastData = data;
+
+        // Version
+        document.getElementById('version-display').textContent = data.version || 'v?';
+
+        // ── Metric Panels ──
+        // Modules
+        const modCount = data.modules?.loaded || 0;
+        const modTotal = data.modules?.total || modCount;
+        document.getElementById('val-modules').textContent = modCount + '/' + modTotal;
+        document.getElementById('sub-modules').textContent = (data.modules?.modifiedCount || 0) + ' modified';
+        document.getElementById('bar-modules').style.width = (modTotal > 0 ? (modCount / modTotal * 100) : 0) + '%';
+
+        // Agents
+        const agents = data.agents || {};
+        const agentTotal = agents.total || 0;
+        const agentBusy = agents.busy || 0;
+        const agentIdle = agents.idle || 0;
+        document.getElementById('val-agents').textContent = agentTotal;
+        document.getElementById('sub-agents').textContent = agentBusy + ' busy, ' + agentIdle + ' idle' + (agents.sleeping ? ', ' + agents.sleeping + ' sleeping' : '');
+        const barAgents = document.getElementById('bar-agents');
+        barAgents.style.width = (agentTotal > 0 ? (agentBusy / agentTotal * 100) : 0) + '%';
+        barAgents.className = 'progress-fill ' + (agentBusy > 0 ? 'yellow' : 'green');
+
+        // Memory
+        const memStr = data.memory?.heap || 'N/A';
+        const memNum = parseFloat(memStr) || 0;
+        document.getElementById('val-memory').textContent = memStr;
+        document.getElementById('sub-memory').textContent = data.memory?.graphNodes ? data.memory.graphNodes + ' graph nodes' : '';
+        const barMem = document.getElementById('bar-memory');
+        barMem.style.width = Math.min(memNum / 2, 100) + '%';
+        barMem.className = 'progress-fill ' + (memNum > 100 ? 'yellow' : (memNum > 200 ? 'red' : 'green'));
+
+        // VFS
+        const vfs = data.vfs || {};
+        document.getElementById('val-vfs').textContent = vfs.files || 0;
+        document.getElementById('sub-vfs').textContent = (vfs.dirs || 0) + ' dirs, ' + (vfs.size || '0KB');
+        document.getElementById('bar-vfs').style.width = Math.min((vfs.files || 0) / 2, 100) + '%';
+
+        // Ollama
+        const ollama = data.ollama || {};
+        const ollamaOk = ollama.connected || false;
+        document.getElementById('val-ollama').textContent = ollamaOk ? (ollama.model || 'Connected') : 'Disconnected';
+        document.getElementById('sub-ollama').textContent = ollamaOk ? (ollama.provider || '') : '';
+        const barOllama = document.getElementById('bar-ollama');
+        barOllama.style.width = ollamaOk ? '100%' : '0%';
+        barOllama.className = 'progress-fill ' + (ollamaOk ? 'green' : 'red');
+
+        // Skills
+        const skillCount = data.skills?.count || 0;
+        document.getElementById('val-skills').textContent = skillCount;
+        document.getElementById('sub-skills').textContent = data.skills?.note || '';
+        document.getElementById('bar-skills').style.width = Math.min(skillCount * 2.5, 100) + '%';
+
+        // ── Agent Pool ──
+        const agentList = document.getElementById('agent-list');
+        if (agents.list && agents.list.length > 0) {
+            let html = '';
+            for (const a of agents.list) {
+                const statusClass = a.status === 'busy' ? 'yellow' : a.status === 'idle' ? 'green' : a.status === 'sleeping' ? 'blue' : 'red';
+                html += '<div class="agent-row">' +
+                    '<div><span class="name">' + a.id + '</span> <span class="caps">[' + (a.role || 'worker') + ']</span></div>' +
+                    '<div><span class="badge ' + statusClass + '">' + a.status + '</span></div>' +
+                    '</div>';
+            }
+            agentList.innerHTML = html;
+        } else {
+            agentList.innerHTML = '<div class="metric-row">No agents spawned</div>';
+        }
+
+        // ── Token Usage ──
+        const tokenSection = document.getElementById('token-summary');
+        const usage = data.usage || {};
+        if (usage.total && usage.total > 0) {
+            const avgLat = usage.avgLatency || 0;
+            const totalTok = (usage.totalPrompt || 0) + (usage.totalCompletion || 0);
+            tokenSection.innerHTML =
+                '<div class="metric-row"><span>Total requests</span><span>' + usage.total + '</span></div>' +
+                '<div class="metric-row"><span>Total tokens</span><span>' + totalTok.toLocaleString() + '</span></div>' +
+                '<div class="metric-row"><span>Avg latency</span><span>' + avgLat + 'ms</span></div>';
+
+            // Per-model breakdown
+            const tbody = document.getElementById('token-by-model');
+            const byModel = usage.byModel || {};
+            const modelKeys = Object.keys(byModel);
+            if (modelKeys.length > 0) {
+                let html = '';
+                for (const model of modelKeys) {
+                    const m = byModel[model];
+                    const pct = totalTok > 0 ? (m.tokens / totalTok * 100).toFixed(1) : '0';
+                    html += '<tr><td>' + model + '</td><td>' + m.requests + '</td><td>' + m.tokens.toLocaleString() + '</td><td>' + pct + '%</td></tr>';
+                }
+                tbody.innerHTML = html;
+            } else {
+                tbody.innerHTML = '<tr><td colspan="4" style="color:var(--text-dim)">No usage data yet</td></tr>';
+            }
+        } else {
+            tokenSection.innerHTML = '<div class="metric-row" style="color:var(--text-dim)">No usage data yet</div>';
+            document.getElementById('token-by-model').innerHTML = '<tr><td colspan="4" style="color:var(--text-dim)">Run some AI queries to see usage</td></tr>';
+        }
+
+        // ── Tool Latency ──
+        const latencyTbody = document.getElementById('latency-table');
+        const latency = data.latency || [];
+        if (latency.length > 0) {
+            let html = '';
+            for (const t of latency.slice(0, 10)) {
+                const errClass = t.errors > 0 ? ' class="yellow"' : '';
+                html += '<tr' + errClass + '><td>' + t.name + '</td><td>' + t.avg + 'ms</td><td>' + t.max + 'ms</td><td>' + t.calls + '</td><td>' + (t.errors > 0 ? '⚠️ ' + t.errors : '0') + '</td></tr>';
+            }
+            latencyTbody.innerHTML = html;
+        } else {
+            latencyTbody.innerHTML = '<tr><td colspan="5" style="color:var(--text-dim)">No latency data yet</td></tr>';
+        }
+
+        // ── World Model ──
+        const wmDiv = document.getElementById('world-model-metrics');
+        const wmData = data.worldModel;
+        if (wmData) {
+            const synTime = wmData.synthesized ? new Date(wmData.synthesized).toLocaleTimeString() : '?';
+            let wmHtml = '';
+            wmHtml += '<div class="metric-row"><span>Version</span><span>' + (wmData.version || '?') + '</span></div>';
+            wmHtml += '<div class="metric-row"><span>Last synthesized</span><span>' + synTime + '</span></div>';
+            wmHtml += '<div class="metric-row"><span>Modules</span><span>' + (wmData.modules || '?') + '</span></div>';
+            wmHtml += '<div class="metric-row"><span>Skills</span><span>' + (wmData.skills || 0) + '</span></div>';
+            wmHtml += '<div class="metric-row"><span>Files</span><span>' + (wmData.files || 0) + '</span></div>';
+            wmHtml += '<div class="metric-row"><span>Agents</span><span>' + (wmData.agents || 0) + '</span></div>';
+            wmHtml += '<div class="metric-row"><span>Memory graph</span><span>' + (wmData.memoryNodes || 0) + ' nodes, ' + (wmData.memoryEdges || 0) + ' edges</span></div>';
+            wmHtml += '<div class="metric-row"><span>Health</span><span>' + (wmData.health || '?') + '</span></div>';
+            if (wmData.activeProjects && wmData.activeProjects.length > 0) {
+                wmHtml += '<div class="metric-row"><span>Active projects</span><span>' + wmData.activeProjects.join(', ') + '</span></div>';
+            }
+            if (wmData.recent && wmData.recent.length > 0) {
+                wmHtml += '<div class="metric-row"><span>Recent changes</span><span>' + wmData.recent.join('; ') + '</span></div>';
+            }
+            wmDiv.innerHTML = wmHtml;
+        } else {
+            wmDiv.innerHTML = '<div class="metric-row" style="color:var(--text-dim)">World model not synthesized — run world-model-refresh in terminal</div>';
+        }
+
+        // ── System Health ──
+        const healthDiv = document.getElementById('health-metrics');
+        const health = data.health || {};
+        let healthHtml = '';
+        healthHtml += '<div class="metric-row"><span>Modules loaded</span><span>' + (health.modules || '?') + '</span></div>';
+        healthHtml += '<div class="metric-row"><span>VFS size</span><span>' + (health.vfsSize || '?') + '</span></div>';
+        healthHtml += '<div class="metric-row"><span>Online</span><span>' + (health.online ? '✅ Online' : '🔴 Offline') + '</span></div>';
+        healthHtml += '<div class="metric-row"><span>Errors</span><span>' + (health.errors > 0 ? '⚠️ ' + health.errors : '✅ 0') + '</span></div>';
+        healthHtml += '<div class="metric-row"><span>Predictor accuracy</span><span>' + (health.predictorAccuracy || 'N/A') + '</span></div>';
+        healthDiv.innerHTML = healthHtml;
+
+        // Timestamp
+        document.getElementById('last-updated-time').textContent = new Date().toLocaleTimeString();
+    }
+
+    function refreshNow() {
+        // Signal the terminal to update dashboard data
+        try {
+            localStorage.setItem(DASHBOARD_KEY + '_request', Date.now().toString());
+        } catch (e) {}
+        // Try reading fresh data
+        const data = fetchDashboardData();
+        if (data) {
+            renderDashboard(data);
+        } else {
+            // If no data, try to fetch via the newOS4 API
+            fetchDashboardFromAPI();
+        }
+    }
+
+    async function fetchDashboardFromAPI() {
+        showLoading();
+        try {
+            // Try the proxy API endpoint
+            const resp = await fetch('/api/dashboard', { signal: AbortSignal.timeout(5000) });
+            if (resp.ok) {
+                const data = await resp.json();
+                localStorage.setItem(DASHBOARD_KEY, JSON.stringify({...data, timestamp: Date.now()}));
+                renderDashboard(data);
+                showContent();
+                return;
+            }
+        } catch (e) {
+            // API not available — try localStorage fallback
+        }
+
+        // Fallback: check localStorage
+        const data = fetchDashboardData();
+        if (data) {
+            renderDashboard(data);
+            showContent();
+        } else {
+            showError('Cannot connect to newOS4. Open the terminal and run: dashboard');
+            updateConnectionStatus(false);
+            showContent();
+        }
+    }
+
+    // Auto-refresh loop
+    function startAutoRefresh() {
+        if (refreshTimer) clearInterval(refreshTimer);
+        refreshTimer = setInterval(() => {
+            const data = fetchDashboardData();
+            if (data) renderDashboard(data);
+        }, REFRESH_INTERVAL);
+    }
+
+    // Init
+    const initialData = fetchDashboardData();
+    if (initialData) {
+        renderDashboard(initialData);
+        showContent();
+    } else {
+        fetchDashboardFromAPI();
+    }
+    startAutoRefresh();
+
+    // Expose refresh for the button
+    window.refreshNow = refreshNow;
+})();
+</script>
+</body>
+</html>
diff --git a/downloads/evolution_plan/gunes-uygarligi-gercekci.html b/downloads/evolution_plan/gunes-uygarligi-gercekci.html
new file mode 100644
index 0000000..5b6e352
--- /dev/null
+++ b/downloads/evolution_plan/gunes-uygarligi-gercekci.html
@@ -0,0 +1,197 @@
+<!DOCTYPE html>
+<html lang="tr">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Güneş Uygarlığı × newOS4 — Gerçekçi Değerlendirme</title>
+<meta name="theme-color" content="#FF8C42">
+<style>
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body {
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
+  background: #0a0a0a;
+  color: #e0e0e0;
+  line-height: 1.7;
+  padding: 2rem 1.5rem;
+  max-width: 680px;
+  margin: 0 auto;
+}
+h1 { font-size: 1.5rem; color: #FF8C42; margin-bottom: 0.5rem; }
+h2 { font-size: 1.15rem; color: #FF8C42; margin: 1.5rem 0 0.5rem; }
+h3 { font-size: 1rem; color: #FFD700; margin: 1rem 0 0.3rem; }
+p { margin-bottom: 0.8rem; color: #c0c0c0; }
+a { color: #FF8C42; }
+hr { border: none; border-top: 1px solid rgba(255,140,66,0.15); margin: 1.5rem 0; }
+.tag {
+  display: inline-block;
+  background: rgba(255,140,66,0.1);
+  color: #FF8C42;
+  padding: 0.15rem 0.5rem;
+  border-radius: 4px;
+  font-size: 0.8rem;
+  margin: 0.1rem;
+}
+.box {
+  border: 1px solid rgba(255,140,66,0.2);
+  border-radius: 10px;
+  padding: 1rem;
+  margin: 1rem 0;
+  background: rgba(255,140,66,0.03);
+}
+.box-green { border-color: rgba(74,222,128,0.2); background: rgba(74,222,128,0.03); }
+.box-red { border-color: rgba(248,113,113,0.2); background: rgba(248,113,113,0.03); }
+ul { list-style: none; margin: 0.5rem 0; }
+li { padding: 0.3rem 0 0.3rem 1.2rem; position: relative; color: #c0c0c0; font-size: 0.95rem; }
+li::before { content: '›'; position: absolute; left: 0; color: #FF8C42; font-weight: bold; }
+.meta { color: #777; font-size: 0.85rem; }
+.status { font-size: 0.8rem; font-family: monospace; }
+.status-done { color: #4ade80; }
+.status-wip { color: #fbbf24; }
+.status-dream { color: #f87171; }
+</style>
+</head>
+<body>
+
+<h1>☀️ Güneş Uygarlığı × newOS4<br><span style="color:#888; font-size:1rem;">Gerçekçi Değerlendirme — Ne Var, Ne Yok, Ne Mümkün</span></h1>
+
+<p class="meta">Temmuz 2026 · v4.6.10 · <span style="color:#FF8C42;">Sadece gerçekler, abartı yok</span></p>
+
+<hr>
+
+<h2>🧠 newOS4 Nedir? (Kısa)</h2>
+<p>Tarayıcıda çalışan bir "işletim sistemi" taklidi. 44 modülü var, 90+ komutu var, içinde bir YZ ajanı çalışıyor. Güzel tarafı: tamamen açık kaynak, kendi kendini değiştirebiliyor, hafızası var. Kötü tarafı: tek başına bir anlam ifade etmez — bir kullanıcı ve bir LLM olmadan çalışmaz.</p>
+
+<div class="box box-green">
+  <strong style="color:#4ade80;">✅ Gerçekten çalışanlar:</strong>
+  <ul>
+    <li>Terminal + 90 komut — sağlam, her gün kullanılıyor</li>
+    <li>YZ ajan döngüsü — düşünür, araç kullanır, yineler</li>
+    <li>4 model yönlendirme — glm-5.2, gemma4, mistral, minimax</li>
+    <li>Hafıza grafiği (83 düğüm) — oturumlar arası bağlam</li>
+    <li>Debug Supervisor — hataları yakalar, sınıflandırır</li>
+    <li>WebDAV senkronizasyonu — yedekleme çalışıyor</li>
+  </ul>
+</div>
+
+<div class="box box-red">
+  <strong style="color:#f87171;">⚠️ Abartmayalım:</strong>
+  <ul>
+    <li>"Kendini iyileştirme" = hataları kaydedip YZ'ye önermek. Otomatik düzeltme henüz emekleme aşamasında</li>
+    <li>"Çoklu ajan" = 3 basit işçi ajan. Karmaşık görevlerde takılıyor</li>
+    <li>"Neural VFS" = basit bir anlamsal arama. Google değil</li>
+    <li>17 beceri var ama çoğu yarım — sürekli güncelleniyor</li>
+    <li>500 oturum verisi var ama hepsi aynı kalitede değil</li>
+  </ul>
+</div>
+
+<hr>
+
+<h2>☀️ newOS4, Güneş Uygarlığı'na Gerçekte Ne Verebilir?</h2>
+
+<p>Abartısız, bugün itibarıyla çalışan ve çalışmayan şeyler:</p>
+
+<h3>📚 Eğitim — Kısmen</h3>
+<p>17 beceri modülü var. Güneş enerjisi 101 içeriği yazılabilir. Ama "interaktif simülasyon" falan yok — SimpleGUI ile basit prototipler yapılabilir, o kadar. Mindmap modülü planlama için kullanılabilir. Çoklu dil: YZ çeviri yapabiliyor, otomatik değil.</p>
+<p class="status"><span class="status-done">✓ Çalışan:</span> beceri sistemi, Mindmap, çeviri desteği<br><span class="status-dream">✗ Olmayan:</span> hazır güneş enerjisi eğitim içeriği, simülasyon motoru</p>
+
+<h3>🌍 Organizasyon — Kısmen</h3>
+<p>Çoklu ajan sistemi var ama basit. Gönüllü koordinasyonu için özel bir modül yok — terminal + YZ ile idare edilebilir. A2A sözleşmeleri: modül var ama kullanımı sınırlı. WebDAV dosya paylaşımı çalışıyor, şifreleme var.</p>
+<p class="status"><span class="status-done">✓ Çalışan:</span> WebDAV, şifreleme, ajan sistemi (basit)<br><span class="status-wip">⟳ Eksik:</span> gönüllü yönetimi arayüzü, A2A şablonları</p>
+
+<h3>🔬 Araştırma — En Güçlü Alan</h3>
+<p>SearXNG + YZ ajanı ile literatür taraması yapılabiliyor. Neural VFS ile kavram bazlı arama çalışıyor. Hafıza grafiği araştırma bağlantılarını görselleştirebilir. Bu alan gerçekten işe yarıyor.</p>
+<p class="status"><span class="status-done">✓ Çalışan:</span> SearXNG, Neural VFS, hafıza grafiği, oturum geçmişi</p>
+
+<h3>🏗️ Tasarım — Çok Sınırlı</h3>
+<p>SimpleGUI ile basit arayüz prototipleri yapılabilir. Floating UI ile etkileşimli öğeler eklenebilir. Ama "Güneşkent planlama asistanı" falan yok — bu tamamen hayal. Terminal betikleriyle enerji verisi analiz edilebilir, grafik çizilebilir.</p>
+<p class="status"><span class="status-wip">⟳ Yapılabilir:</span> basit prototipler, veri analizi<br><span class="status-dream">✗ Olmayan:</span> şehir planlama aracı, 3B model, simülasyon</p>
+
+<h3>📢 Yayın — İşe Yarar</h3>
+<p>Chat Studio ile manifesto yayınlanabiliyor. Cron ile otomatik paylaşım planlanabiliyor. Voice modülü var ama TTS kalitesi düşük. WPM ile içerik paketleri dağıtılabilir. Bu alan en olgun olanı.</p>
+<p class="status"><span class="status-done">✓ Çalışan:</span> Chat Studio, Cron, WPM<br><span class="status-wip">⟳ Zayıf:</span> Voice/TTS kalitesi</p>
+
+<h3>🛡️ Sürdürülebilirlik — Sağlam</h3>
+<p>Debug Supervisor gerçekten hata yakalıyor ve sınıflandırıyor. Sunucu Monitör çalışıyor. WebDAV yedekleme + şifreleme sağlam. Bu alan en güvenilir olanı.</p>
+<p class="status"><span class="status-done">✓ Çalışan:</span> Debug Supervisor, Sunucu Monitör, yedekleme, şifreleme</p>
+
+<hr>
+
+<h2>🎯 Özel Model Teklifi — Gerçekçi Bakış</h2>
+
+<p>Şu anki durum: newOS4, Ollama üzerinden 4 farklı model kullanıyor. Haftada ~500 istek, ~8M token. İşe yarıyor ama hiçbiri Güneş Uygarlığı'nı bilmiyor. Genel modellerle idare ediyoruz.</p>
+
+<p><strong style="color:#FF8C42;">Özel model ne getirir?</strong></p>
+<ul>
+  <li><strong>Hız:</strong> 500-2000ms → 50-100ms. Bu gerçek bir kazanç.</li>
+  <li><strong>Uzmanlık:</strong> Güneş enerjisi, Anadolu kültürü, manifesto bilgisi. Genel modellerin bilmediği şeyler.</li>
+  <li><strong>Bağımsızlık:</strong> Harici API yok, sansür yok, kesinti yok. Bu en büyük kazanç.</li>
+  <li><strong>Maliyet:</strong> Eğitim maliyeti var ama aylık işletme maliyeti sıfır. 8M token/hafta × €0.15 = €1.20/hafta tasarruf.</li>
+</ul>
+
+<p><strong style="color:#f87171;">Ama şunlar da gerçek:</strong></p>
+<ul>
+  <li>500 oturum verisi az. 8M token, bir model eğitimi için yetersiz. Sentetik genişletme şart.</li>
+  <li>CPU-only sunucuda (15GB RAM) hiçbir model çalışmaz. GPU kiralamak zorunlu.</li>
+  <li>QLoRA 14B, 1× A100'de ~20 saat sürer. Bu €35-100 demek.</li>
+  <li>MoE eğitimi (Mixtral 8x7B) 2× A100'de ~48 saat. €200-500.</li>
+  <li>Eğitimden sonra modeli çalıştırmak için aylık GPU kirası gerek: ~€50-200/ay.</li>
+  <li>Medusa başlıkları + MoE = araştırma seviyesi. Kolay değil.</li>
+</ul>
+
+<div class="box" style="border-color:#FF8C42;">
+  <strong style="color:#FF8C42;">💡 En gerçekçi yol:</strong>
+  <p style="font-size:0.95rem; margin-top:0.5rem;">Aşama 0 (veri seti) + Aşama 1 (QLoRA 14B) = <strong>€135-300</strong>. 1× A100 kiralık, 20 saat. Çıkan modeli Ollama'ya yükle, dene. İşe yararsa devam et. Yarımazsa €0 kayıp (RAG'a dön).</p>
+</div>
+
+<hr>
+
+<h2>📋 Özet — Olduğu Gibi</h2>
+
+<div class="box box-green">
+  <strong style="color:#4ade80;">✅ Bugün kullanılabilir:</strong>
+  <ul>
+    <li>Terminal + YZ ajanı — günlük iş akışı</li>
+    <li>SearXNG ile araştırma — literatür taraması</li>
+    <li>Chat Studio ile yayın — manifesto, makale</li>
+    <li>WebDAV ile dosya paylaşımı — merkeziyetsiz arşiv</li>
+    <li>Debug Supervisor — hata takibi</li>
+    <li>Cron ile otomatik görevler — planlı paylaşım</li>
+  </ul>
+</div>
+
+<div class="box box-red">
+  <strong style="color:#f87171;">❌ Henüz olmayan / abartılı:</strong>
+  <ul>
+    <li>"Güneşkent planlama asistanı" — yok, basit prototip ancak yapılır</li>
+    <li>"İnteraktif simülasyon" — yok, SimpleGUI ile basit demo yapılabilir</li>
+    <li>"Otomatik literatür taraması" — SearXNG + YZ ile yarım yamalak çalışır</li>
+    <li>"Kendini iyileştirme" — hata kaydı tutar, otomatik düzeltme sınırlı</li>
+    <li>"Özel model" — €300-500 ile PoC yapılabilir, tam model €8K+</li>
+  </ul>
+</div>
+
+<p style="text-align:center; color:#888; font-style:italic; margin-top:2rem; font-size:0.9rem;">
+  newOS4 sağlam bir altyapı. Ama sihirli değil.<br>
+  Güneş Uygarlığı için kullanılabilir — doğru beklentilerle.
+</p>
+
+<hr>
+
+<p style="text-align:center;">
+  <strong>🔗 Tam İnceleme:</strong><br>
+  <a href="https://webx11.duckdns.org/spaces/newos4/downloads/evolution_plan/gunes-uygarligi-sistem.html">webx11.duckdns.org/spaces/newos4/downloads/evolution_plan/gunes-uygarligi-sistem.html</a>
+</p>
+
+<p style="text-align:center; margin-top:1rem;">
+  <span class="tag">#GüneşUygarlığı</span>
+  <span class="tag">#newOS4</span>
+  <span class="tag">#Gerçekçi</span>
+</p>
+
+<p class="meta" style="text-align:center; margin-top:1.5rem;">
+  newOS4 v4.6.10 · Temmuz 2026<br>
+  <a href="https://webx11.duckdns.org/gunesuygarligi" style="color:#FF8C42;">🌞 Ana Kanal</a>
+</p>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/downloads/evolution_plan/gunes-uygarligi-newos4.html b/downloads/evolution_plan/gunes-uygarligi-newos4.html
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+<!DOCTYPE html>
+<html lang="tr">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Güneş Uygarlığı × newOS4 — Dijital Altyapı İncelemesi</title>
+<meta name="theme-color" content="#FFD700">
+<style>
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body {
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
+  background: #0a0a0a;
+  color: #f4f4f4;
+  line-height: 1.7;
+  padding: 2rem 1.5rem;
+  max-width: 680px;
+  margin: 0 auto;
+}
+h1 { font-size: 1.6rem; color: #FFD700; margin-bottom: 0.5rem; }
+h2 { font-size: 1.2rem; color: #FFD700; margin: 1.5rem 0 0.5rem; }
+p { margin-bottom: 1rem; color: #d0d0d0; }
+a { color: #FFD700; text-decoration: none; }
+a:hover { text-decoration: underline; }
+hr { border: none; border-top: 1px solid rgba(255,215,0,0.15); margin: 1.5rem 0; }
+.tag {
+  display: inline-block;
+  background: rgba(255,215,0,0.1);
+  color: #FFD700;
+  padding: 0.15rem 0.5rem;
+  border-radius: 4px;
+  font-size: 0.8rem;
+  margin: 0.1rem;
+}
+.quote {
+  border-left: 3px solid #FFD700;
+  padding: 0.8rem 1rem;
+  margin: 1rem 0;
+  background: rgba(255,215,0,0.04);
+  border-radius: 0 8px 8px 0;
+  color: #b8b8b8;
+  font-style: italic;
+}
+.meta { color: #888; font-size: 0.85rem; margin-top: 1.5rem; }
+ul { list-style: none; margin: 0.5rem 0; }
+li { padding: 0.3rem 0 0.3rem 1.2rem; position: relative; color: #d0d0d0; }
+li::before { content: '☀'; position: absolute; left: 0; color: #FFD700; }
+</style>
+</head>
+<body>
+
+<h1>☀️ Güneş Uygarlığı × newOS4<br>Dijital Altyapı İncelemesi</h1>
+
+<p style="color:#888; font-size:0.9rem;">Temmuz 2026 · v4.6.10</p>
+
+<hr>
+
+<h2>🧠 newOS4 Nedir?</h2>
+<p>newOS4, tarayıcı tabanlı bir işletim sistemi ve içine gömülü yapay zeka ajanıdır. 44 modül, 90+ komut, 17 beceri ve 296 dosyadan oluşan bu sistem, kendi kendini değiştirebilen, hafızası olan ve kendini iyileştirebilen bir dijital organizmadır.</p>
+
+<div class="quote">YZ sistemi işletim sisteminin beynidir — sohbet robotu değil, sistemin zekası.</div>
+
+<h2>☀️ Güneş Uygarlığı'nın Dijital Altyapısı</h2>
+<p>newOS4, Güneş Uygarlığı Hareketi'nin 6 temel ihtiyacını karşılayan entegre bir teknoloji platformudur:</p>
+
+<ul>
+  <li><strong>📚 Eğitim &amp; Bilinçlendirme</strong> — 17 beceriyle güneş enerjisi eğitimi, interaktif simülasyonlar, çoklu dil yayını</li>
+  <li><strong>🌍 Topluluk &amp; Organizasyon</strong> — Çoklu ajanla gönüllü koordinasyonu, A2A sözleşmeleriyle şeffaf oylama, merkeziyetsiz arşiv</li>
+  <li><strong>🔬 Araştırma &amp; Veri</strong> — SearXNG + YZ ile otomatik literatür taraması, Neural VFS ile anlamsal arama, hafıza grafiği ile görselleştirme</li>
+  <li><strong>🏗️ Güneşkent Tasarımı</strong> — SimpleGUI ile prototip geliştirme, Floating UI ile etkileşimli haritalar, enerji veri analizi</li>
+  <li><strong>📢 Yayın &amp; İletişim</strong> — Chat Studio ile manifesto yayını, Voice ile sesli içerik, Cron ile otomatik paylaşım</li>
+  <li><strong>🛡️ Sürdürülebilirlik</strong> — Kendini iyileştiren altyapı, Debug Supervisor ile hata takibi, Sunucu Monitör ile enerji izleme</li>
+</ul>
+
+<h2>🎯 Özel Model Teklifi</h2>
+<p>Bugün newOS4, genel amaçlı modellerle çalışıyor. Özel bir model, Güneş Uygarlığı'nın ihtiyaçlarına %100 uyumlu bir yapay zeka anlamına gelir:</p>
+
+<ul>
+  <li><strong>🌞 Güneş Enerjisi Uzmanlığı</strong> — Panel verimliliği, akü yönetimi, yatırım geri dönüşü hesaplamaları</li>
+  <li><strong>🏘️ Güneşkent Planlama Asistanı</strong> — Bina yönlendirme, çatı açısı, topluluk şebekesi tasarımı</li>
+  <li><strong>📖 Kültürel &amp; Tarihsel Bağlam</strong> — Anadolu güneş kültürü, Hitit Güneş Kursu, manifesto felsefesi</li>
+  <li><strong>🤝 Topluluk Yönetişimi</strong> — A2A sözleşmeleri, oylama analizi, gönüllü eşleştirme</li>
+  <li><strong>🔒 Bağımsızlık &amp; Egemenlik</strong> — Harici API yok, tam dijital egemenlik, sansürsüz</li>
+</ul>
+
+<div class="quote">Özel bir model, Güneş Uygarlığı'nı sadece bir teknoloji kullanıcısı olmaktan çıkarıp, kendi zekasını kendi kontrol eden bir harekete dönüştürür.</div>
+
+<h2>🔬 Eğitim Süreci</h2>
+<p>5 aşamalı bir yol haritası — veri seti mühendisliğinden özel MoE modeline:</p>
+<ul>
+  <li><strong>Aşama 0:</strong> Veri Seti Mühendisliği (€100-200)</li>
+  <li><strong>Aşama 1:</strong> QLoRA Kavram Kanıtı (€35-100)</li>
+  <li><strong>Aşama 2:</strong> MoE İnce Ayarı (€200-500)</li>
+  <li><strong>Aşama 3:</strong> Derin MoE + Çoklu Token (€2,000-8,000)</li>
+  <li><strong>Aşama 4:</strong> Dağıtım &amp; Entegrasyon</li>
+</ul>
+
+<p style="text-align:center; background:rgba(255,215,0,0.08); border:1px solid #FFD700; border-radius:12px; padding:1.5rem; margin:1.5rem 0;">
+  <strong style="color:#FFD700; font-size:1.3rem;">€300-500</strong><br>
+  <span style="color:#b8b8b8;">Aşama 0+1 — Kavram Kanıtı</span><br>
+  <span style="color:#888; font-size:0.85rem;">Konsepti kanıtlar. Geri kalan her şey isteğe bağlıdır.</span>
+</p>
+
+<hr>
+
+<h2>📋 Özet</h2>
+<p><strong style="color:#FFD700;">Bugün var olanlar:</strong> 44 modül, 4 model, çoklu ajan sistemi, hafıza grafiği, kendini iyileştirme, 500+ oturum verisi, sıfır harici API maliyeti.</p>
+<p><strong style="color:#FFD700;">Özel eğitimle gelecek:</strong> 50-100ms yanıt süresi, Güneş Uygarlığı uzmanlığı, tam dijital egemenlik, sürekli kendini güncelleme, €300-500 ile başlar.</p>
+
+<div class="quote" style="text-align:center; border:none; font-style:normal;">
+  Bu bir ürün tanıtımı değil.<br>
+  Bu, bir sisteme kendi beynini verme planıdır.
+</div>
+
+<hr>
+
+<p style="text-align:center;">
+  <strong>🔗 İnceleme Belgesi:</strong><br>
+  <a href="https://webx11.duckdns.org/spaces/newos4/downloads/evolution_plan/gunes-uygarligi-sistem.html">webx11.duckdns.org/spaces/newos4/downloads/evolution_plan/gunes-uygarligi-sistem.html</a>
+</p>
+
+<p style="text-align:center; margin-top:1rem;">
+  <span class="tag">#GüneşUygarlığı</span>
+  <span class="tag">#newOS4</span>
+  <span class="tag">#SolarCivilization</span>
+  <span class="tag">#YapayZeka</span>
+  <span class="tag">#AçıkKaynak</span>
+</p>
+
+<p class="meta" style="text-align:center;">
+  Güneş Uygarlığı Hareketi · newOS4 v4.6.10 · Temmuz 2026<br>
+  <a href="https://webx11.duckdns.org/gunesuygarligi">🌞 Ana Kanal</a>
+</p>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/downloads/evolution_plan/gunes-uygarligi-sistem.html b/downloads/evolution_plan/gunes-uygarligi-sistem.html
new file mode 100644
index 0000000..5460739
--- /dev/null
+++ b/downloads/evolution_plan/gunes-uygarligi-sistem.html
@@ -0,0 +1,403 @@
+<!DOCTYPE html>
+<html lang="tr">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Güneş Uygarlığı × newOS4 — Gerçekçi Değerlendirme</title>
+<meta name="description" content="Güneş Uygarlığı Hareketi için newOS4: ne var, ne yok, ne mümkün. Abartısız, sadece gerçekler.">
+<meta name="theme-color" content="#FF8C42">
+<meta name="color-scheme" content="dark">
+
+<style>
+:root {
+  --bg: #0a0a0a;
+  --bg-soft: #141414;
+  --bg-elev: #1c1c1c;
+  --fg: #e0e0e0;
+  --fg-dim: #b0b0b0;
+  --fg-mute: #777;
+  --gold: #FFD700;
+  --dawn: #FF8C42;
+  --green: #4ade80;
+  --red: #f87171;
+  --yellow: #fbbf24;
+  --line: rgba(255,140,66,0.15);
+  --line-soft: rgba(255,255,255,0.06);
+  --font: system-ui, -apple-system, 'Segoe UI', sans-serif;
+  --font-mono: 'SF Mono', 'Cascadia Code', ui-monospace, monospace;
+}
+*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
+html { scroll-behavior: smooth; }
+body {
+  font-family: var(--font);
+  font-size: 1rem;
+  line-height: 1.7;
+  color: var(--fg);
+  background: var(--bg);
+  background-image: radial-gradient(ellipse at top, rgba(255,140,66,0.04) 0%, transparent 50%);
+  min-height: 100vh;
+}
+h1, h2, h3 { font-weight: 600; line-height: 1.3; }
+h1 { font-size: 1.5rem; color: var(--dawn); margin-bottom: 0.3rem; }
+h2 { font-size: 1.2rem; color: var(--dawn); margin: 2rem 0 0.5rem; }
+h3 { font-size: 1.05rem; color: var(--gold); margin: 1.2rem 0 0.3rem; }
+p { margin-bottom: 0.8rem; color: var(--fg-dim); max-width: 68ch; }
+a { color: var(--dawn); text-decoration: none; }
+a:hover { text-decoration: underline; }
+
+.wrapper {
+  max-width: 680px;
+  margin: 0 auto;
+  padding: 2rem 1.5rem 4rem;
+}
+
+/* Hero */
+.hero { text-align: center; padding: 2rem 0 1.5rem; border-bottom: 1px solid var(--line); margin-bottom: 2rem; }
+.hero .subtitle { color: var(--fg-mute); font-size: 0.9rem; margin-top: 0.5rem; }
+
+/* Tags */
+.tag {
+  display: inline-block;
+  background: rgba(255,140,66,0.1);
+  color: var(--dawn);
+  padding: 0.15rem 0.5rem;
+  border-radius: 4px;
+  font-size: 0.8rem;
+  margin: 0.1rem;
+  font-family: var(--font-mono);
+}
+
+/* Boxes */
+.box {
+  border: 1px solid var(--line);
+  border-radius: 10px;
+  padding: 1rem 1.2rem;
+  margin: 1rem 0;
+  background: rgba(255,140,66,0.03);
+}
+.box-green { border-color: rgba(74,222,128,0.2); background: rgba(74,222,128,0.03); }
+.box-red { border-color: rgba(248,113,113,0.2); background: rgba(248,113,113,0.03); }
+.box-gold { border-color: rgba(255,215,0,0.2); background: rgba(255,215,0,0.03); }
+
+/* Lists */
+ul { list-style: none; margin: 0.5rem 0; }
+li { padding: 0.25rem 0 0.25rem 1.2rem; position: relative; color: var(--fg-dim); font-size: 0.95rem; }
+li::before { content: '›'; position: absolute; left: 0; color: var(--dawn); font-weight: bold; }
+
+/* Status labels */
+.status { font-size: 0.8rem; font-family: var(--font-mono); margin: 0.3rem 0 0.8rem; }
+.status-done { color: var(--green); }
+.status-wip { color: var(--yellow); }
+.status-dream { color: var(--red); }
+
+/* Section */
+.section { margin-bottom: 1.5rem; padding-bottom: 1.5rem; border-bottom: 1px solid var(--line-soft); }
+.section:last-child { border-bottom: none; }
+
+/* TOC */
+.toc { margin: 1rem 0; }
+.toc a {
+  display: block;
+  padding: 0.4rem 0.75rem;
+  color: var(--fg-dim);
+  border-left: 2px solid var(--line);
+  margin-bottom: 0.2rem;
+  font-size: 0.9rem;
+  transition: all 0.2s;
+}
+.toc a:hover { color: var(--dawn); border-left-color: var(--dawn); padding-left: 1rem; }
+
+/* Two col */
+.two-col { display: grid; grid-template-columns: 1fr 1fr; gap: 1rem; margin: 1rem 0; }
+@media (max-width: 600px) { .two-col { grid-template-columns: 1fr; } }
+
+/* Phase grid */
+.phase-grid { display: grid; grid-template-columns: repeat(auto-fit, minmax(160px, 1fr)); gap: 0.6rem; margin: 1rem 0; }
+.phase-card {
+  background: var(--bg-elev);
+  border: 1px solid var(--line-soft);
+  border-radius: 10px;
+  padding: 0.8rem;
+  text-align: center;
+}
+.phase-card .phase-icon { font-size: 1.4rem; margin-bottom: 0.3rem; }
+.phase-card h4 { font-size: 0.9rem; color: var(--gold); font-weight: 600; }
+.phase-card p { font-size: 0.8rem; color: var(--fg-mute); margin: 0; }
+
+/* Ask box */
+.ask-box {
+  border: 1px solid var(--dawn);
+  border-radius: 12px;
+  padding: 1.5rem;
+  text-align: center;
+  margin: 1.5rem 0;
+  background: rgba(255,140,66,0.05);
+}
+.ask-box .amount { font-size: 2rem; color: var(--dawn); font-weight: 700; }
+.ask-box .sub { color: var(--fg-dim); font-size: 1rem; }
+
+/* Highlight */
+.highlight { background: rgba(255,140,66,0.05); border-left: 3px solid var(--dawn); padding: 0.8rem 1rem; margin: 1rem 0; border-radius: 0 8px 8px 0; }
+
+.meta { color: var(--fg-mute); font-size: 0.85rem; }
+.mono { font-family: var(--font-mono); font-size: 0.85rem; }
+
+/* Scrollspy active state via JS */
+.toc a.active { color: var(--dawn); border-left-color: var(--dawn); padding-left: 1rem; }
+
+@media (max-width: 480px) {
+  .wrapper { padding: 1.5rem 1rem 3rem; }
+  h1 { font-size: 1.3rem; }
+}
+</style>
+</head>
+<body>
+
+<div class="wrapper">
+
+  <!-- HERO -->
+  <div class="hero">
+    <h1>☀️ Güneş Uygarlığı × newOS4</h1>
+    <p style="font-size:1.1rem; color:var(--fg-dim);">Gerçekçi Değerlendirme — Ne Var, Ne Yok, Ne Mümkün</p>
+    <p class="subtitle">Temmuz 2026 · newOS4 v4.6.10 · <span style="color:var(--dawn);">Sadece gerçekler, abartı yok</span></p>
+  </div>
+
+  <!-- TOC -->
+  <div class="section">
+    <div class="toc" id="toc">
+      <a href="#nedir">🧠 newOS4 Nedir?</a>
+      <a href="#calisan">✅ Gerçekten Çalışanlar</a>
+      <a href="#abarti">⚠️ Abartmayalım</a>
+      <a href="#gunes">☀️ Güneş Uygarlığı'na Katkılar</a>
+      <a href="#ozel-model">🎯 Özel Model — Gerçekçi Bakış</a>
+      <a href="#egitim">🔬 Eğitim Süreci & Maliyetler</a>
+      <a href="#ozet">📋 Özet — Olduğu Gibi</a>
+    </div>
+  </div>
+
+  <!-- 1. newOS4 Nedir -->
+  <div class="section" id="nedir">
+    <h2>🧠 newOS4 Nedir? (Kısa)</h2>
+    <p>Tarayıcıda çalışan bir "işletim sistemi" taklidi. 44 modülü var, 90+ komutu var, içinde bir YZ ajanı çalışıyor. Güzel tarafı: tamamen açık kaynak, kendi kendini değiştirebiliyor, hafızası var. Kötü tarafı: tek başına bir anlam ifade etmez — bir kullanıcı ve bir LLM olmadan çalışmaz.</p>
+  </div>
+
+  <!-- 2. Çalışanlar -->
+  <div class="section" id="calisan">
+    <h2>✅ Gerçekten Çalışanlar</h2>
+    <div class="box box-green">
+      <ul>
+        <li><strong>Terminal + 90 komut</strong> — sağlam, her gün kullanılıyor</li>
+        <li><strong>YZ ajan döngüsü</strong> — düşünür, araç kullanır, yineler</li>
+        <li><strong>4 model yönlendirme</strong> — glm-5.2, gemma4, mistral, minimax</li>
+        <li><strong>Hafıza grafiği</strong> (83 düğüm) — oturumlar arası bağlam</li>
+        <li><strong>Debug Supervisor</strong> — hataları yakalar, sınıflandırır</li>
+        <li><strong>WebDAV senkronizasyonu</strong> — yedekleme çalışıyor</li>
+        <li><strong>SearXNG arama</strong> — web ve literatür taraması</li>
+        <li><strong>Chat Studio</strong> — manifesto ve makale yayını</li>
+        <li><strong>Cron</strong> — otomatik görev planlama</li>
+        <li><strong>Şifreleme + Gzip</strong> — güvenli depolama</li>
+      </ul>
+    </div>
+  </div>
+
+  <!-- 3. Abartmayalım -->
+  <div class="section" id="abarti">
+    <h2>⚠️ Abartmayalım</h2>
+    <div class="box box-red">
+      <ul>
+        <li><strong>"Kendini iyileştirme"</strong> = hataları kaydedip YZ'ye önermek. Otomatik düzeltme henüz emekleme aşamasında</li>
+        <li><strong>"Çoklu ajan"</strong> = 3 basit işçi ajan. Karmaşık görevlerde takılıyor</li>
+        <li><strong>"Neural VFS"</strong> = basit bir anlamsal arama. Google değil</li>
+        <li><strong>17 beceri</strong> var ama çoğu yarım — sürekli güncelleniyor</li>
+        <li><strong>500 oturum verisi</strong> var ama hepsi aynı kalitede değil</li>
+        <li><strong>Voice/TTS</strong> kalitesi düşük, pek kullanışlı değil</li>
+        <li><strong>SimpleGUI</strong> ile simülasyon değil, ancak basit prototip yapılabilir</li>
+      </ul>
+    </div>
+  </div>
+
+  <!-- 4. Güneş Uygarlığı'na Katkılar -->
+  <div class="section" id="gunes">
+    <h2>☀️ newOS4, Güneş Uygarlığı'na Gerçekte Ne Verebilir?</h2>
+    <p>Abartısız, bugün itibarıyla çalışan ve çalışmayan şeyler:</p>
+
+    <h3>📚 Eğitim — Kısmen</h3>
+    <p>17 beceri modülü var. Güneş enerjisi 101 içeriği yazılabilir. Ama "interaktif simülasyon" falan yok — SimpleGUI ile basit prototipler yapılabilir, o kadar. Mindmap modülü planlama için kullanılabilir. Çoklu dil: YZ çeviri yapabiliyor, otomatik değil.</p>
+    <p class="status"><span class="status-done">✓ Çalışan:</span> beceri sistemi, Mindmap, çeviri desteği &nbsp; <span class="status-dream">✗ Olmayan:</span> hazır güneş enerjisi eğitim içeriği, simülasyon motoru</p>
+
+    <h3>🌍 Organizasyon — Kısmen</h3>
+    <p>Çoklu ajan sistemi var ama basit. Gönüllü koordinasyonu için özel bir modül yok — terminal + YZ ile idare edilebilir. A2A sözleşmeleri: modül var ama kullanımı sınırlı. WebDAV dosya paylaşımı çalışıyor, şifreleme var.</p>
+    <p class="status"><span class="status-done">✓ Çalışan:</span> WebDAV, şifreleme, ajan sistemi (basit) &nbsp; <span class="status-wip">⟳ Eksik:</span> gönüllü yönetimi arayüzü, A2A şablonları</p>
+
+    <h3>🔬 Araştırma — En Güçlü Alan</h3>
+    <p>SearXNG + YZ ajanı ile literatür taraması yapılabiliyor. Neural VFS ile kavram bazlı arama çalışıyor. Hafıza grafiği araştırma bağlantılarını görselleştirebilir. Bu alan gerçekten işe yarıyor.</p>
+    <p class="status"><span class="status-done">✓ Çalışan:</span> SearXNG, Neural VFS, hafıza grafiği, oturum geçmişi</p>
+
+    <h3>🏗️ Tasarım — Çok Sınırlı</h3>
+    <p>SimpleGUI ile basit arayüz prototipleri yapılabilir. Floating UI ile etkileşimli öğeler eklenebilir. Ama "Güneşkent planlama asistanı" falan yok — bu tamamen hayal. Terminal betikleriyle enerji verisi analiz edilebilir, grafik çizilebilir.</p>
+    <p class="status"><span class="status-wip">⟳ Yapılabilir:</span> basit prototipler, veri analizi &nbsp; <span class="status-dream">✗ Olmayan:</span> şehir planlama aracı, 3B model, simülasyon</p>
+
+    <h3>📢 Yayın — İşe Yarar</h3>
+    <p>Chat Studio ile manifesto yayınlanabiliyor. Cron ile otomatik paylaşım planlanabiliyor. Voice modülü var ama TTS kalitesi düşük. WPM ile içerik paketleri dağıtılabilir. Bu alan en olgun olanı.</p>
+    <p class="status"><span class="status-done">✓ Çalışan:</span> Chat Studio, Cron, WPM &nbsp; <span class="status-wip">⟳ Zayıf:</span> Voice/TTS kalitesi</p>
+
+    <h3>🛡️ Sürdürülebilirlik — Sağlam</h3>
+    <p>Debug Supervisor gerçekten hata yakalıyor ve sınıflandırıyor. Sunucu Monitör çalışıyor. WebDAV yedekleme + şifreleme sağlam. Bu alan en güvenilir olanı.</p>
+    <p class="status"><span class="status-done">✓ Çalışan:</span> Debug Supervisor, Sunucu Monitör, yedekleme, şifreleme</p>
+
+    <div class="highlight">
+      <p style="margin:0; font-size:0.9rem;"><strong style="color:var(--dawn);">Özet:</strong> newOS4'ün Güneş Uygarlığı'na en büyük katkısı araştırma, yayın ve altyapı alanlarında. Eğitim ve tasarım için özel içerik geliştirmek gerek. Organizasyon için mevcut araçlar idare eder ama özel bir çözüm daha iyi olur.</p>
+    </div>
+  </div>
+
+  <!-- 5. Özel Model -->
+  <div class="section" id="ozel-model">
+    <h2>🎯 Özel Model — Gerçekçi Bakış</h2>
+    <p>Şu anki durum: newOS4, Ollama üzerinden 4 farklı model kullanıyor. Haftada ~500 istek, ~8M token. İşe yarıyor ama hiçbiri Güneş Uygarlığı'nı bilmiyor. Genel modellerle idare ediyoruz.</p>
+
+    <div class="two-col">
+      <div class="box box-green">
+        <strong style="color:var(--green);">✅ Özel modelin gerçek kazançları:</strong>
+        <ul>
+          <li><strong>Hız:</strong> 500-2000ms → 50-100ms. Bu gerçek bir kazanç.</li>
+          <li><strong>Uzmanlık:</strong> Güneş enerjisi, Anadolu kültürü, manifesto bilgisi</li>
+          <li><strong>Bağımsızlık:</strong> Harici API yok, sansür yok, kesinti yok</li>
+          <li><strong>Maliyet:</strong> Aylık işletme maliyeti sıfır (GPU kirası hariç)</li>
+        </ul>
+      </div>
+      <div class="box box-red">
+        <strong style="color:var(--red);">⚠️ Ama şunlar da gerçek:</strong>
+        <ul>
+          <li>500 oturum / 8M token az. Sentetik genişletme şart</li>
+          <li>CPU-only sunucuda (15GB RAM) hiçbir model çalışmaz</li>
+          <li>GPU kiralamak zorunlu: ~€50-200/ay</li>
+          <li>MoE + Medusa = araştırma seviyesi, kolay değil</li>
+          <li>Eğitim başarısız olursa € boşa gider</li>
+        </ul>
+      </div>
+    </div>
+
+    <div class="box box-gold">
+      <strong style="color:var(--gold);">💡 En gerçekçi yol:</strong>
+      <p style="font-size:0.95rem; margin-top:0.5rem;">Aşama 0 (veri seti) + Aşama 1 (QLoRA 14B) = <strong>€135-300</strong>. 1× A100 kiralık, 20 saat. Çıkan modeli Ollama'ya yükle, dene. İşe yararsa devam et. Yarımazsa €0 kayıp (RAG'a dön).</p>
+    </div>
+  </div>
+
+  <!-- 6. Eğitim Süreci -->
+  <div class="section" id="egitim">
+    <h2>🔬 Eğitim Süreci & Maliyetler</h2>
+    <p>5 aşamalı yol haritası — gerçekçi maliyetlerle:</p>
+    <div class="phase-grid">
+      <div class="phase-card" style="border-color:rgba(74,222,128,0.3);">
+        <div class="phase-icon" style="color:var(--green);">0</div>
+        <h4>Veri Seti</h4>
+        <p>€100-200<br>500 oturum → eğitim verisi</p>
+      </div>
+      <div class="phase-card" style="border-color:rgba(74,222,128,0.3);">
+        <div class="phase-icon" style="color:var(--green);">1</div>
+        <h4>QLoRA PoC</h4>
+        <p>€35-100<br>14B, 1× A100, 20 saat</p>
+      </div>
+      <div class="phase-card" style="border-color:rgba(255,191,36,0.3);">
+        <div class="phase-icon" style="color:var(--yellow);">2</div>
+        <h4>MoE İnce Ayar</h4>
+        <p>€200-500<br>Mixtral 8x7B, 2× A100</p>
+      </div>
+      <div class="phase-card" style="border-color:rgba(248,113,113,0.3);">
+        <div class="phase-icon" style="color:var(--red);">3</div>
+        <h4>Derin MoE</h4>
+        <p>€2,000-8,000<br>8× H100, 72 saat</p>
+      </div>
+      <div class="phase-card" style="border-color:rgba(255,140,66,0.3);">
+        <div class="phase-icon" style="color:var(--dawn);">4</div>
+        <h4>Dağıtım</h4>
+        <p>€50-200/ay<br>GPU kirası + Ollama</p>
+      </div>
+    </div>
+
+    <div class="ask-box">
+      <p style="font-size:0.85rem; color:var(--fg-mute); margin-bottom:0.3rem;">En gerçekçi başlangıç:</p>
+      <div class="amount">€135-300</div>
+      <p class="sub">Aşama 0+1 — Kavram Kanıtı</p>
+      <p style="font-size:0.85rem; color:var(--fg-mute); margin-top:0.5rem;">Konsepti kanıtlar. Gerisi isteğe bağlı. Başarısız olursa RAG'a dönülür.</p>
+    </div>
+  </div>
+
+  <!-- 7. Özet -->
+  <div class="section" id="ozet">
+    <h2>📋 Özet — Olduğu Gibi</h2>
+
+    <div class="two-col">
+      <div class="box box-green">
+        <strong style="color:var(--green);">✅ Bugün kullanılabilir:</strong>
+        <ul>
+          <li>Terminal + YZ ajanı — günlük iş akışı</li>
+          <li>SearXNG ile araştırma — literatür taraması</li>
+          <li>Chat Studio ile yayın — manifesto, makale</li>
+          <li>WebDAV ile dosya paylaşımı</li>
+          <li>Debug Supervisor — hata takibi</li>
+          <li>Cron ile otomatik görevler</li>
+          <li>Şifreleme + yedekleme</li>
+        </ul>
+      </div>
+      <div class="box box-red">
+        <strong style="color:var(--red);">❌ Henüz olmayan / abartılı:</strong>
+        <ul>
+          <li>"Güneşkent planlama asistanı" — yok</li>
+          <li>"İnteraktif simülasyon" — yok</li>
+          <li>"Otomatik literatür" — yarım yamalak</li>
+          <li>"Kendini iyileştirme" — sınırlı</li>
+          <li>"Özel model" — PoC €135-300, tam €8K+</li>
+          <li>"Çoklu ajan" — basit, karmaşık görevlerde takılır</li>
+        </ul>
+      </div>
+    </div>
+
+    <div class="highlight" style="text-align:center; border-left:none; border:1px solid var(--line);">
+      <p style="margin:0; color:var(--fg-mute); font-style:italic; font-size:0.9rem;">
+        newOS4 sağlam bir altyapı. Ama sihirli değil.<br>
+        Güneş Uygarlığı için kullanılabilir — doğru beklentilerle.
+      </p>
+    </div>
+
+    <p style="text-align:center; margin-top:2rem;">
+      <span class="tag">#GüneşUygarlığı</span>
+      <span class="tag">#newOS4</span>
+      <span class="tag">#Gerçekçi</span>
+    </p>
+
+    <p class="meta" style="text-align:center; margin-top:1.5rem;">
+      newOS4 v4.6.10 · Temmuz 2026<br>
+      <a href="https://webx11.duckdns.org/gunesuygarligi" style="color:var(--dawn);">🌞 Ana Kanal</a>
+    </p>
+  </div>
+
+</div><!-- /wrapper -->
+
+<!-- Minimal TOC scrollspy (tiny JS, no libraries) -->
+<script>
+(function(){
+  var tocLinks = document.querySelectorAll('#toc a');
+  var sections = [];
+  tocLinks.forEach(function(a){
+    var id = a.getAttribute('href').substring(1);
+    var el = document.getElementById(id);
+    if(el) sections.push({el: el, link: a});
+  });
+  function update(){
+    var scrollY = window.scrollY + 100;
+    var active = null;
+    for(var i=0; i<sections.length; i++){
+      var s = sections[i];
+      if(s.el.offsetTop <= scrollY) active = s;
+    }
+    tocLinks.forEach(function(a){ a.classList.remove('active'); });
+    if(active) active.link.classList.add('active');
+  }
+  window.addEventListener('scroll', update);
+  update();
+})();
+</script>
+
+</body>
+</html>
diff --git a/downloads/evolution_plan/presentation.html b/downloads/evolution_plan/presentation.html
new file mode 100644
index 0000000..9830d4e
--- /dev/null
+++ b/downloads/evolution_plan/presentation.html
@@ -0,0 +1,812 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no">
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+<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
+<meta name="theme-color" content="#0d0d0d">
+<title>🔥 Core Model Evolution — Presentation</title>
+<style>
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+</head>
+<body>
+<div id="deck">
+
+<!-- ═══════════════ SLIDE 1: TITLE ═══════════════ -->
+<div class="slide active" data-title="Title">
+<div class="hero">
+<div class="emoji">🔥</div>
+<h1>Core Model Evolution</h1>
+<p class="subtitle">From Session Logs to Core Weights<br>Recursive Cognitive Evolution</p>
+<div class="tagline">Year of the Firehorse 🔥<br>July 2026 · v3.0 Presentation</div>
+<div class="card card-accent" style="text-align:left">
+<h3 style="margin-top:0">What This Is</h3>
+<p>A realistic, researched plan to evolve our AI from a general-purpose assistant into a specialized intelligence — trained on our collaboration history, our decisions, and our style.</p>
+<p style="margin-bottom:0"><strong>Architecture target:</strong> Sparse MoE + Multi-Token Generation</p>
+</div>
+<div class="swipe-hint">← Swipe or tap arrows to navigate →</div>
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 2: PROGRESS SUMMARY ═══════════════ -->
+<div class="slide" data-title="Progress">
+<h1>✅ What We've Done So Far</h1>
+<p style="color:#aaa;margin-bottom:14px">A summary of progress before we talk budget.</p>
+
+<h2>Completed Milestones</h2>
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>System Foundation Built</h4>
+<p>Full operating environment with 44 modules, 17 skills, 293 files, 3 agents, memory graph (67 nodes), and VFS filesystem.</p>
+<span class="when">Ongoing since early 2026</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>Collaboration History Captured</h4>
+<p>Session logs, reasoning chains, command history, and decision patterns stored across sessions. This is the raw training data.</p>
+<span class="when">Continuous</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>Training Strategy Defined</h4>
+<p>QLoRA for Phase 1 (efficient, cheap), scaling to deep fine-tuning of existing MoE models. NOT training from scratch — 10-50x cheaper.</p>
+<span class="when">Researched & validated</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>GPU Market Research</h4>
+<p>Researched actual pricing across RunPod, Lambda Labs, Vast.ai, Hetzner. Spot instances identified as key cost saver (50-70% off).</p>
+<span class="when">July 2026</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>Detailed Budget Plan v2.0</h4>
+<p>4-phase plan with itemized costs, risk matrix, and 4 fallback plans. Saved as HTML document for review.</p>
+<span class="when">This session</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>Architecture Decision: MoE + Sparse + Multi-Token</h4>
+<p>Decided on Sparse Mixture of Experts (like Mixtral/DeepSeek) with Multi-Token Generation (Medusa heads) for speed + intelligence.</p>
+<span class="when">This session</span>
+</div>
+</div>
+
+<h2>Current Status</h2>
+<div class="stat-row">
+<div class="stat"><div class="num green">6/6</div><div class="lbl">Planning tasks done</div></div>
+<div class="stat"><div class="num blue">0</div><div class="lbl">Phases executed</div></div>
+<div class="stat"><div class="num gold">€0</div><div class="lbl">Spent so far</div></div>
+</div>
+
+<div class="card card-green">
+<strong>✅ Ready to start Phase 0</strong> — we have the data, the plan, the architecture decision, and the budget. We need the funding to begin.
+</div>
+
+<div class="divider"></div>
+
+<h2>What's Next</h2>
+<div class="check-item"><div class="check-icon pending">!</div><div>Phase 0: Dataset Engineering (€100-€200)</div></div>
+<div class="check-item"><div class="check-icon pending">!</div><div>Phase 1: QLoRA Proof of Concept (€35-€100)</div></div>
+<div class="check-item"><div class="check-icon pending">!</div><div>Phase 2: Production Adapter on Mixtral MoE</div></div>
+<div class="check-item"><div class="check-icon pending">!</div><div>Phase 3: Full MoE + Multi-Token Generation</div></div>
+</div>
+
+<!-- ═══════════════ SLIDE 3: THE VISION ═══════════════ -->
+<div class="slide" data-title="Vision">
+<h1>🎯 The Vision</h1>
+<p style="color:#aaa">Why we're doing this and what we're building.</p>
+
+<h2>The Problem</h2>
+<div class="card">
+<p>Every session, the AI starts fresh. It doesn't remember our shorthand, our architectural decisions, or our preferred patterns. We re-explain context every time.</p>
+<p style="margin-bottom:0">This isn't a bug — it's a <strong>fundamental limitation</strong> of using a general-purpose model without personalization.</p>
+</div>
+
+<h2>The Solution</h2>
+<div class="card card-accent">
+<p>Fine-tune a model on <strong>our actual collaboration history</strong> — the reasoning chains, the code edits, the decisions, the creative jumps.</p>
+<p style="margin-bottom:0">The model doesn't just "know" our history. It <strong>thinks</strong> in our style.</p>
+</div>
+
+<h2>Target Architecture</h2>
+<div class="grid2">
+<div class="mini">
+<h4>🧠 Sparse MoE</h4>
+<p>Mixture of Experts: multiple specialized sub-networks. Only the relevant "experts" activate per token. Huge capacity, efficient inference.</p>
+</div>
+<div class="mini">
+<h4>⚡ Multi-Token</h4>
+<p>Medusa heads predict 3-5 tokens simultaneously instead of 1-by-1. 2-3x faster output. Feels instant.</p>
+</div>
+<div class="mini">
+<h4>🔒 QLoRA</h4>
+<p>4-bit quantized fine-tuning. Trains adapters, not the full model. 10-50x cheaper, 70% less VRAM via Unsloth.</p>
+</div>
+<div class="mini">
+<h4>📦 Tiny Adapters</h4>
+<p>LoRA adapters are ≤50 MB. Load/unload instantly. Switch between "modes" (coding, research, creative) in real-time.</p>
+</div>
+</div>
+
+<div class="card card-gold">
+<strong>Key insight:</strong> We do NOT train from scratch. We take an existing open-weights model (Mixtral, DeepSeek, Llama) and fine-tune it. This is 10-50x cheaper while achieving similar personalization quality.
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 4: GPU PRICING ═══════════════ -->
+<div class="slide" data-title="GPU Pricing">
+<h1>💻 GPU Market Pricing</h1>
+<p style="color:#aaa">Real rates as of July 2026 (RunPod, Lambda, Vast.ai)</p>
+
+<div class="tscroll">
+<table class="tbl">
+<tr><th>GPU</th><th>VRAM</th><th>€/hr</th><th>Best For</th></tr>
+<tr><td>RTX 4090</td><td>24GB</td><td>€0.31-0.73</td><td>7B QLoRA</td></tr>
+<tr><td>A100 40GB</td><td>40GB</td><td>€1.00-1.50</td><td>7B-13B</td></tr>
+<tr><td>A100 80GB</td><td>80GB</td><td>€1.29-2.30</td><td>13B-30B</td></tr>
+<tr><td>L40S</td><td>48GB</td><td>€1.06-1.61</td><td>Alt to A100</td></tr>
+<tr><td>H100 PCIe</td><td>80GB</td><td>€2.29-4.59</td><td>8B-70B fast</td></tr>
+<tr><td>H100 SXM</td><td>80GB</td><td>€2.99-4.60</td><td>Multi-GPU</td></tr>
+<tr class="total"><td><strong>8x H100 Node</strong></td><td><strong>640GB</strong></td><td><strong>€17.50-32.20</strong></td><td><strong>MoE training</strong></td></tr>
+</table>
+</div>
+
+<div class="card card-blue">
+<strong>💡 Cost saver:</strong> <code>spot/preemptible</code> instances are 50-70% cheaper. For PoC training (restartable), always use spot pricing.
+</div>
+
+<h2>Estimated Training Time by Model Size</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Model</th><th>Method</th><th>GPU</th><th>Hours</th><th>Cost (€)</th></tr>
+<tr><td>7B-8B</td><td>QLoRA</td><td>1x A100 spot</td><td>8-15</td><td>€10-19</td></tr>
+<tr><td>14B</td><td>QLoRA</td><td>1x A100 80GB</td><td>15-25</td><td>€19-32</td></tr>
+<tr><td>32B</td><td>QLoRA</td><td>2x A100 80GB</td><td>30-50</td><td>€77-115</td></tr>
+<tr><td>Mixtral 8x7B</td><td>QLoRA</td><td>1x H100</td><td>40-60</td><td>€92-184</td></tr>
+<tr><td>Mixtral 8x22B</td><td>Full FT</td><td>8x H100</td><td>100-140</td><td>€1,750-3,200</td></tr>
+</table>
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 5: PHASE 0 ═══════════════ -->
+<div class="slide" data-title="Phase 0">
+<h1>📋 Phase 0: Dataset Engineering</h1>
+<span class="cost low">Budget: €100 – €200</span>
+
+<h2>Goal</h2>
+<p>Transform raw session logs into a high-fidelity training dataset. Quality here determines 80% of final model quality.</p>
+
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Task</th><th>Time</th><th>Cost</th></tr>
+<tr><td>Log export & aggregation</td><td>2-3 days</td><td>€0 (scripted)</td></tr>
+<tr><td>Quality curation</td><td>3-5 days</td><td>€0 (manual)</td></tr>
+<tr><td>Synthetic expansion (5K API calls)</td><td>1-2 days</td><td><strong>€50-100</strong></td></tr>
+<tr><td>Tokenization & formatting</td><td>1 day</td><td>€0 (scripted)</td></tr>
+<tr><td>Validation & dedup</td><td>1 day</td><td>€0 (scripted)</td></tr>
+<tr><td>Storage (NVMe/cloud)</td><td>Ongoing</td><td>€5-15/mo</td></tr>
+<tr class="total"><td colspan="2"><strong>Phase 0 Total</strong></td><td><strong>€100-200</strong></td></tr>
+</table>
+</div>
+
+<h2>Expected Output</h2>
+<div class="grid2">
+<div class="mini">
+<h4>Training Set</h4>
+<p>~3,000-10,000 high-quality (instruction, response) pairs. Each is a "lesson" reflecting our collaborative style.</p>
+</div>
+<div class="mini">
+<h4>Validation Set</h4>
+<p>~150-500 held-out pairs. Detects overfitting. If validation loss rises, we stop.</p>
+</div>
+</div>
+
+<div class="card card-warn">
+<strong>⚠️ Critical:</strong> Skipping this phase or using raw uncleaned logs produces a model that "hallucinates" our style instead of embodying it. This is NOT a place to cut costs.
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 6: PHASE 1 ═══════════════ -->
+<div class="slide" data-title="Phase 1">
+<h1>🧪 Phase 1: QLoRA PoC</h1>
+<span class="cost low">Budget: €35 – €100 (compute only)</span>
+
+<h2>Goal</h2>
+<p>Prove that fine-tuning on our history produces a measurably better model. Small, cheap, fast validation.</p>
+
+<h2>Base Model Options</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Model</th><th>Params</th><th>VRAM</th><th>Quality</th></tr>
+<tr><td>Llama-3.2-3B</td><td>3B</td><td>~8GB</td><td>⭐⭐⭐</td></tr>
+<tr><td>Llama-3-8B</td><td>8B</td><td>~12GB</td><td>⭐⭐⭐⭐</td></tr>
+<tr><td>Mistral-7B v0.3</td><td>7B</td><td>~10GB</td><td>⭐⭐⭐⭐</td></tr>
+<tr><td>Qwen2.5-14B</td><td>14B</td><td>~18GB</td><td>⭐⭐⭐⭐⭐</td></tr>
+</table>
+</div>
+
+<h2>Cost Breakdown (Qwen2.5-14B)</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Component</th><th>Hours</th><th>Cost (€)</th></tr>
+<tr><td>1x A100 80GB (spot)</td><td>15</td><td>€19.35</td></tr>
+<tr><td>1x A100 80GB (on-demand fallback)</td><td>5</td><td>€11.50</td></tr>
+<tr><td>Storage (100GB disk)</td><td>20</td><td>€2.00</td></tr>
+<tr><td>Unsloth framework</td><td>—</td><td>€0</td></tr>
+<tr><td>Buffer (15%)</td><td>—</td><td>€5.00</td></tr>
+<tr class="total"><td colspan="2"><strong>Compute Total</strong></td><td><strong>€37.85</strong></td></tr>
+</table>
+</div>
+
+<h2>Success Criteria</h2>
+<ul>
+<li>Model adopts our shorthand without explicit prompting</li>
+<li>Maintains general capability (MMLU, HumanEval within 2% of base)</li>
+<li>Validation loss decreases without overfitting</li>
+<li>LoRA adapter ≤50 MB, instant load/unload</li>
+</ul>
+
+<div class="card card-warn">
+<strong>⚠️ If PoC fails:</strong> We re-examine the dataset (Phase 0). Cost of failure: ~€35. Data is reusable.
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 7: PHASE 2 ═══════════════ -->
+<div class="slide" data-title="Phase 2">
+<h1>🚀 Phase 2: Production Quality</h1>
+<span class="cost mid">Budget: €200 – €500 (compute)</span>
+
+<h2>Goal</h2>
+<p>Scale from PoC to production. Train on Mixtral 8x7B — already a Sparse MoE. This validates MoE training before Phase 3.</p>
+
+<h2>Configuration Options</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Option</th><th>Model</th><th>GPU</th><th>Cost (€)</th></tr>
+<tr><td>A: Budget</td><td>Llama-3-8B</td><td>1x H100 spot</td><td>€69-139</td></tr>
+<tr><td>B: Balanced</td><td>Qwen2.5-32B</td><td>2x A100 80GB</td><td>€103-184</td></tr>
+<tr><td><strong>C: Recommended</strong></td><td><strong>Mixtral 8x7B</strong></td><td><strong>1x H100</strong></td><td><strong>€115-230</strong></td></tr>
+<tr><td>D: Maximum</td><td>Llama-3-70B</td><td>4x A100 80GB</td><td>€310-575</td></tr>
+</table>
+</div>
+
+<h2>Why Mixtral 8x7B?</h2>
+<div class="card card-blue">
+<ul style="margin:0">
+<li>It's already a Sparse MoE — our stepping stone to Phase 3</li>
+<li>Only ~13B params activate per token (out of ~47B total)</li>
+<li>Training is cheaper than a dense 47B model</li>
+<li>QLoRA on MoE trains experts selectively → naturally creates "specialists"</li>
+<li>Can train multiple adapters: coding / research / creative</li>
+</ul>
+</div>
+
+<h2>Detailed Cost (Option C)</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Item</th><th>Hours</th><th>Cost (€)</th></tr>
+<tr><td>1x H100 80GB spot</td><td>40</td><td>€91.60</td></tr>
+<tr><td>1x H100 on-demand buffer</td><td>10</td><td>€45.90</td></tr>
+<tr><td>Storage 200GB</td><td>50</td><td>€5.00</td></tr>
+<tr><td>Multi-adapter (+3 modes)</td><td>+15</td><td>€34.35</td></tr>
+<tr><td>Buffer (20%)</td><td>—</td><td>€35.00</td></tr>
+<tr class="total"><td colspan="2"><strong>Phase 2 Total</strong></td><td><strong>€211.85</strong></td></tr>
+</table>
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 8: PHASE 3 ═══════════════ -->
+<div class="slide" data-title="Phase 3">
+<h1>🌌 Phase 3: Full MoE</h1>
+<span class="cost high">Budget: €2,000 – €8,000</span>
+
+<h2>Goal</h2>
+<p>Deep fine-tune a large MoE model (DeepSeek-V3 or Mixtral 8x22B) with Multi-Token Generation via Medusa heads.</p>
+
+<h2>Build vs Fine-Tune</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Approach</th><th>Cost</th><th>Risk</th><th>Verdict</th></tr>
+<tr><td>Build from scratch</td><td>€15K-100K+</td><td><span class="badge red">EXTREME</span></td><td>❌ No</td></tr>
+<tr><td><strong>Deep fine-tune existing</strong></td><td><strong>€2K-8K</strong></td><td><span class="badge gold">MODERATE</span></td><td><strong>✅ Yes</strong></td></tr>
+<tr><td>Distill into custom</td><td>€5K-20K</td><td><span class="badge red">HIGH</span></td><td>⏳ Future</td></tr>
+</table>
+</div>
+
+<h2>Cost Breakdown</h2>
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Component</th><th>Hours</th><th>Cost (€)</th></tr>
+<tr><td>8x H100 SXM (spot)</td><td>100</td><td>€1,750</td></tr>
+<tr><td>8x H100 (on-demand buffer)</td><td>20</td><td>€644</td></tr>
+<tr><td>Storage 1TB NVMe</td><td>120</td><td>€24</td></tr>
+<tr><td>Medusa head training</td><td>+20</td><td>€350-644</td></tr>
+<tr><td>Buffer (25%)</td><td>—</td><td>€685</td></tr>
+<tr class="total"><td colspan="2"><strong>Phase 3 Total</strong></td><td><strong>€3,467-4,762</strong></td></tr>
+</table>
+</div>
+
+<h2>Multi-Token Generation</h2>
+<div class="grid2">
+<div class="mini">
+<h4>Medusa Heads</h4>
+<p>Lightweight prediction heads predict multiple future tokens. +15-20% training time. 2-3x inference speedup.</p>
+</div>
+<div class="mini">
+<h4>Speculative Decoding</h4>
+<p>Small "draft" model predicts, large model verifies. No training needed. 1.5-2x speedup at inference.</p>
+</div>
+</div>
+
+<div class="card card-warn">
+<strong>⚠️ Catastrophic forgetting risk:</strong> Must mix custom data with general data (30/70 ratio). Increases compute ~40%. Monitored via eval benchmarks.
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 9: TECH STACK ═══════════════ -->
+<div class="slide" data-title="Tech Stack">
+<h1>🛠️ Technical Stack</h1>
+<p style="color:#aaa">All open-source. The only cost is GPU rental.</p>
+
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Component</th><th>Tool</th><th>Cost</th></tr>
+<tr><td>Training Framework</td><td><strong>Unsloth 2</strong></td><td>Free</td></tr>
+<tr><td>Adapter Library</td><td>HuggingFace PEFT</td><td>Free</td></tr>
+<tr><td>Quantization</td><td>bitsandbytes (NF4)</td><td>Free</td></tr>
+<tr><td>Multi-Token</td><td>Medusa / Speculative</td><td>Free</td></tr>
+<tr><td>Dataset Tools</td><td>datasets, tokenizers</td><td>Free</td></tr>
+<tr><td>GPU (PoC)</td><td>RunPod spot</td><td>Pay/hr</td></tr>
+<tr><td>GPU (Phase 3)</td><td>Lambda / CoreWeave</td><td>Pay/hr</td></tr>
+<tr><td>Containers</td><td>Docker + CUDA</td><td>Free</td></tr>
+<tr><td>Tracking</td><td>Weights & Biases</td><td>Free tier</td></tr>
+<tr><td>Evaluation</td><td>lm-evaluation-harness</td><td>Free</td></tr>
+</table>
+</div>
+
+<div class="card card-green">
+<strong>Unsloth 2</strong> is the secret weapon: 2x faster training, 70% less VRAM. This is what makes Phase 1 cost €35 instead of €200.
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 10: RISKS ═══════════════ -->
+<div class="slide" data-title="Risks">
+<h1>⚠️ Risk Matrix</h1>
+<p style="color:#aaa">Every risk has a mitigation plan.</p>
+
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Risk</th><th>Prob</th><th>Impact</th><th>Mitigation</th></tr>
+<tr><td>Catastrophic forgetting</td><td><span class="badge gold">Med</span></td><td>High</td><td>Mix data 30/70, monitor benchmarks</td></tr>
+<tr><td>Overfitting (parrot)</td><td><span class="badge gold">Med</span></td><td>Med</td><td>Early stopping, dropout, diverse data</td></tr>
+<tr><td>Dataset too small</td><td><span class="badge red">High</span></td><td>High</td><td>Phase 0 quality, synthetic expansion</td></tr>
+<tr><td>Spot interruption</td><td><span class="badge red">High</span></td><td>Low</td><td>Checkpoint every 50 steps, buffer</td></tr>
+<tr><td>GPU price spike</td><td><span class="badge blue">Low</span></td><td>Med</td><td>Multi-provider, off-peak hours</td></tr>
+<tr><td>MoE instability</td><td><span class="badge blue">Low</span></td><td>High</td><td>Phase 2 validates MoE first</td></tr>
+<tr><td>Multi-token degrades</td><td><span class="badge blue">Low</span></td><td>Low</td><td>Medusa is additive, removable</td></tr>
+</table>
+</div>
+
+<h2>Fallback Plans</h2>
+<div class="grid2">
+<div class="mini">
+<h4>🅰️ Ultra-Budget</h4>
+<p>Google Colab Pro+ €9.99/mo. Spread training over sessions. ~€20-40 total. Proves concept for the price of coffee.</p>
+</div>
+<div class="mini">
+<h4>🅱️ No-Train RAG</h4>
+<p>Retrieval-Augmented Generation with session history as context. No weight changes. 70% of benefit. Cost: €0.</p>
+</div>
+<div class="mini">
+<h4>🅲️ API Distillation</h4>
+<p>Use GPT-4o/Claude with stored patterns as system prompts. Bridge solution. €50-100/mo.</p>
+</div>
+<div class="mini">
+<h4>🅳️ Gradual Scaling</h4>
+<p>Start with €200 (Phase 0+1). Use PoC results to secure Phase 2/3 funding. The adapter IS the demo.</p>
+</div>
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 11: TIMELINE ═══════════════ -->
+<div class="slide" data-title="Timeline">
+<h1>📅 Timeline & Milestones</h1>
+
+<div class="tl-item">
+<div class="tl-dot done"></div>
+<div class="tl-content">
+<h4>Planning & Research ✅</h4>
+<p>Architecture decision, GPU research, budget plan, risk analysis</p>
+<span class="when">Done</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot active"></div>
+<div class="tl-content">
+<h4>Phase 0: Dataset Engineering</h4>
+<p>Log export, curation, synthetic expansion, tokenization</p>
+<span class="when">1-2 weeks · €100-200</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot future"></div>
+<div class="tl-content">
+<h4>Phase 1: QLoRA PoC</h4>
+<p>Train adapter on 8B-14B model, evaluate results</p>
+<span class="when">3-5 days · €35-100</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot future"></div>
+<div class="tl-content">
+<h4>Decision Gate: Go / No-Go</h4>
+<p>Human evaluation: "Does this feel like us?"</p>
+<span class="when">1-2 weeks review</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot future"></div>
+<div class="tl-content">
+<h4>Phase 2: Production Adapter</h4>
+<p>Multi-adapter suite on Mixtral 8x7B MoE</p>
+<span class="when">1-2 weeks · €200-500</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot future"></div>
+<div class="tl-content">
+<h4>Funding & Setup</h4>
+<p>Secure Phase 3 budget, provision 8x H100 cluster</p>
+<span class="when">2-4 weeks</span>
+</div>
+</div>
+<div class="tl-item">
+<div class="tl-dot future"></div>
+<div class="tl-content">
+<h4>Phase 3: Full MoE + Multi-Token</h4>
+<p>Deep fine-tune, Medusa heads, deploy, benchmark</p>
+<span class="when">2-4 weeks · €2K-8K</span>
+</div>
+</div>
+
+<div class="card card-gold" style="text-align:center">
+<strong>Total timeline: ~2-3 months end-to-end</strong>
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 12: BUDGET SUMMARY ═══════════════ -->
+<div class="slide" data-title="Budget">
+<h1>💰 Total Budget Summary</h1>
+
+<div class="tscroll">
+<table class="tbl">
+<tr><th>Phase</th><th>Description</th><th>Low</th><th>High</th></tr>
+<tr><td>Phase 0</td><td>Dataset Engineering</td><td class="green">€100</td><td>€200</td></tr>
+<tr><td>Phase 1</td><td>QLoRA PoC</td><td class="green">€35</td><td>€100</td></tr>
+<tr><td>Phase 2</td><td>Production (Mixtral MoE)</td><td class="blue">€200</td><td>€500</td></tr>
+<tr><td>Phase 3</td><td>Full MoE + Multi-Token</td><td style="color:var(--gold)">€2,000</td><td>€8,000</td></tr>
+<tr class="total"><td colspan="2"><strong>GRAND TOTAL</strong></td><td><strong>€2,335</strong></td><td><strong>€8,800</strong></td></tr>
+</table>
+</div>
+
+<h2>Progressive Spend</h2>
+<div style="margin:12px 0">
+<p style="font-size:12px;margin:4px 0">Phase 0+1 (Prove it works)</p>
+<div class="pbar"><div class="pbar-fill pf-green" style="width:8%"></div></div>
+<p style="font-size:12px;margin:4px 0">Phase 2 (Production)</p>
+<div class="pbar"><div class="pbar-fill pf-blue" style="width:18%"></div></div>
+<p style="font-size:12px;margin:4px 0">Phase 3 (Full MoE)</p>
+<div class="pbar"><div class="pbar-fill pf-red" style="width:74%"></div></div>
+</div>
+
+<div class="ask-box">
+<p style="font-size:14px;color:#ccc">The ask for now:</p>
+<div class="amount">€300 – €500</div>
+<p class="desc">Funds Phase 0 + Phase 1<br>Proves the concept works before larger investment</p>
+</div>
+
+<div class="card card-green">
+<strong>Breakdown of the ask:</strong>
+<ul style="margin:8px 0 0">
+<li>€100-200 → Data preparation (API calls, storage)</li>
+<li>€35-100 → GPU rental (spot, ~20 hours)</li>
+<li>€50-100 → Buffer for re-runs & debugging</li>
+</ul>
+</div>
+</div>
+
+<!-- ═══════════════ SLIDE 13: THANK YOU ═══════════════ -->
+<div class="slide" data-title="Thank You">
+<div class="hero" style="padding-top:40px">
+<div class="emoji">🔥</div>
+<h1>Thank You</h1>
+<p class="subtitle">Year of the Firehorse</p>
+
+<div class="card card-accent" style="text-align:left;margin-top:20px">
+<h3 style="margin-top:0">What we're asking for</h3>
+<p><strong>€300-€500</strong> to fund Phase 0 + Phase 1. This is the "prove it works" budget.</p>
+<p>Once the PoC shows measurable improvement, we present results and discuss Phase 2/3 funding separately.</p>
+<p style="margin-bottom:0">This de-risks the investment. Everyone sees results before committing larger amounts.</p>
+</div>
+
+<div class="card card-gold" style="text-align:center">
+<p style="font-size:16px;margin:8px 0">¡Y claro que sí!<br>Cuando nos veamos, nos echamos esa llamada en español. 🇪🇸</p>
+</div>
+
+<div class="card card-blue" style="text-align:center">
+<p style="margin:8px 0">Looking forward to good progress,<br>good experiences, and meeting soon. 🙌</p>
+</div>
+
+<div style="text-align:center;margin-top:30px">
+<p style="font-size:13px;color:var(--accent);font-weight:bold">🔥 Year of the Firehorse 🔥</p>
+<p style="font-size:11px;color:var(--muted);margin-top:8px">Core Model Evolution Plan v3.0<br>July 2026</p>
+</div>
+</div>
+</div>
+
+</div>
+
+<!-- ═══════════════ NAV ═══════════════ -->
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+<div id="nav">
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new file mode 100644
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+<div class="deck" id="deck">
+
+<!-- ===== SLIDE 1: TITLE ===== -->
+<div class="slide title-slide active" data-title="Title">
+<div class="fire">🐴🔥</div>
+<h1>newOS4 v4.6.10</h1>
+<p class="subtitle">System Review & Custom Model Training Proposal</p>
+<div style="margin-top:20px">
+<span class="badge core">22 Core Modules</span>
+<span class="badge ext">21 Ext Modules</span>
+<span class="badge new">v4.6.10</span>
+</div>
+<div style="margin-top:14px">
+<span class="badge live">● System Online</span>
+<span class="badge done">44 Modules Loaded</span>
+<span class="badge done">0 JS Errors</span>
+</div>
+<p class="small" style="margin-top:20px">Prepared for review · July 2026</p>
+</div>
+
+<!-- ===== SLIDE 2: WHAT IS newOS4 ===== -->
+<div class="slide" data-title="What is newOS4">
+<h2>🧠 What is newOS4?</h2>
+<p>newOS4 is a <strong>browser-based operating system</strong> with a built-in AI agent. It runs entirely in the browser — no server-side compute needed. Think of it as a self-contained, self-aware desktop environment where:</p>
+<div class="card accent">
+<ul>
+<li><strong>The AI lives inside the OS</strong> — not as a chatbot, but as the system's brain</li>
+<li><strong>Everything is a terminal command</strong> — 90+ commands across 43 modules</li>
+<li><strong>It can modify itself</strong> — view, edit, test, and ship its own source code</li>
+<li><strong>It has memory</strong> — session history, user profile, skill library, memory graph</li>
+<li><strong>It can spawn agents</strong> — multi-agent orchestration for parallel work</li>
+<li><strong>It self-heals</strong> — DebugSupervisorModule catches & classifies errors, suggests fixes</li>
+</ul>
+</div>
+<div class="stat-row">
+<div class="stat-box"><div class="num">44</div><div class="label">Modules</div></div>
+<div class="stat-box"><div class="num">90+</div><div class="label">Commands</div></div>
+<div class="stat-box"><div class="num">17</div><div class="label">Skills</div></div>
+<div class="stat-box"><div class="num">296</div><div class="label">Files</div></div>
+</div>
+</div>
+
+<!-- ===== SLIDE 3: SYSTEM ARCHITECTURE ===== -->
+<div class="slide" data-title="Architecture">
+<h2>🏗️ System Architecture</h2>
+<p>The system is built in layers. Each layer can talk to the one below, but the AI sits on top and can access everything.</p>
+<div class="arch-diagram">
+<div class="arch-layer ai">
+<strong>AI Layer</strong> — Agent Loop · LLM Router · Smart Context
+<div class="arch-items">glm-5.2 · gemma4:31b · mistral-large-3:675b · minimax-m3</div>
+</div>
+<div style="text-align:center;color:var(--accent);margin:2px 0">↓ ↑</div>
+<div class="arch-layer core">
+<strong>Core Modules (22)</strong> — Terminal · VFS · AI Assistant · Config · Security
+<div class="arch-items">Debug Supervisor · Neural VFS · Ollama · Orchestrator · Agent Registry · SearXNG · Server Monitor · Secret Vault</div>
+</div>
+<div style="text-align:center;color:var(--accent);margin:2px 0">↓ ↑</div>
+<div class="arch-layer ext">
+<strong>Extension Modules (21)</strong> — Editor · Shell · Cron · WebDAV · Voice · Mindmap
+<div class="arch-items">Debug Panel · Floating UI · Media · JS Console · File Manager · Theme · Tutorial · WPM</div>
+</div>
+<div style="text-align:center;color:var(--accent);margin:2px 0">↓ ↑</div>
+<div class="arch-layer vfs">
+<strong>Virtual File System</strong> — 296 files · 149 dirs · 836KB
+<div class="arch-items">localStorage-backed · WebDAV sync · Neural search index</div>
+</div>
+</div>
+<p class="small">The AI agent sits at the top and can read/write any layer. This is what makes it self-aware and self-modifying.</p>
+</div>
+
+<!-- ===== SLIDE 4: CAPABILITY MAP ===== -->
+<div class="slide" data-title="Capabilities">
+<h2>⚡ Full Capability Map</h2>
+<h3>🖥️ System & OS</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">Terminal (90+ cmds)</span>
+<span class="pill">Virtual FS</span>
+<span class="pill">Config Manager</span>
+<span class="pill">Security Levels</span>
+<span class="pill">Secret Vault</span>
+<span class="pill">Module Loader</span>
+<span class="pill">Debug Supervisor</span>
+</div>
+<h3>🤖 AI & Agents</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">AI Assistant (Agent Loop)</span>
+<span class="pill">Ollama Integration</span>
+<span class="pill">Multi-Model Router</span>
+<span class="pill">Agent Registry</span>
+<span class="pill">Orchestrator</span>
+<span class="pill">Lease System</span>
+<span class="pill">Smart Context Profiles</span>
+</div>
+<h3>🔧 Development</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">Code Editor</span>
+<span class="pill">Module View/Edit/Test</span>
+<span class="pill">JS Console</span>
+<span class="pill">Diff Tool</span>
+<span class="pill">Shell (script/export)</span>
+<span class="pill">WPM Package Manager</span>
+</div>
+<h3>🌐 Web & Research</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">Web Search (SearXNG)</span>
+<span class="pill">Web Fetch</span>
+<span class="pill">URL Content Extract</span>
+</div>
+<h3>💾 Data & Sync</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">WebDAV Cloud Sync</span>
+<span class="pill">Backup/Restore</span>
+<span class="pill">Crypto + Gzip</span>
+<span class="pill">File Manager</span>
+</div>
+<h3>🎨 UI & Productivity</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">Mindmaps (SVG)</span>
+<span class="pill">Floating UI</span>
+<span class="pill">Voice Control</span>
+<span class="pill">Themes</span>
+<span class="pill">Tutorials</span>
+<span class="pill">Simple GUI</span>
+<span class="pill">Chat Studio</span>
+</div>
+<h3>🛡️ Self-Healing</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px">
+<span class="pill">Error Interception</span>
+<span class="pill">Root-Cause Analysis</span>
+<span class="pill">Auto-Fix Pipeline</span>
+<span class="pill">Self-Diagnostic</span>
+<span class="pill">Health Check</span>
+</div>
+</div>
+
+<!-- ===== SLIDE 5: AI ENGINE ===== -->
+<div class="slide" data-title="AI Engine">
+<h2>🤖 The AI Engine</h2>
+<p>The AI is not a simple chatbot. It's a full <strong>agent loop</strong> — it thinks, plans, uses tools, observes results, and iterates.</p>
+<div class="flow">
+<div class="flow-step">
+<div class="flow-title">1. User Request</div>
+<div class="flow-desc">Natural language → system prompt + context + memory</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">2. Smart Context Selection</div>
+<div class="flow-desc">8 profiles: coding, debug, creative, technical, chat, system-admin, research, security</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">3. Tool Selection & Execution</div>
+<div class="flow-desc">40+ tools available — filesystem, web, modules, agents, VFS, skills, etc.</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">4. Observation</div>
+<div class="flow-desc">Tool results fed back → analyze → decide next action</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">5. Multi-Agent Delegation</div>
+<div class="flow-desc">Spawn workers (auto-learner, kernel-architect, searcher) for parallel tasks</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">6. Response + Memory</div>
+<div class="flow-desc">Answer user → save session → update memory graph → auto-improve</div>
+</div>
+</div>
+<div class="card blue">
+<h3 style="margin-top:0">📊 Current LLM Usage (7 days)</h3>
+<div class="stat-row">
+<div class="stat-box"><div class="num">500</div><div class="label">Requests</div></div>
+<div class="stat-box"><div class="num">8M</div><div class="label">Tokens</div></div>
+<div class="stat-box"><div class="num">4</div><div class="label">Models</div></div>
+</div>
+<table class="compare-table" style="margin-top:8px">
+<tr><th>Model</th><th>Requests</th><th>Tokens</th></tr>
+<tr><td>glm-5.2:cloud</td><td>214</td><td>4.99M</td></tr>
+<tr><td>minimax-m3:cloud</td><td>219</td><td>2.60M</td></tr>
+<tr><td>gemma4:31b-cloud</td><td>35</td><td>219K</td></tr>
+<tr><td>mistral-large-3:675b</td><td>32</td><td>237K</td></tr>
+</table>
+<p class="small" style="margin-top:6px">All inference via Ollama (self-hosted API). Zero external API costs.</p>
+</div>
+</div>
+
+<!-- ===== SLIDE 6: MULTI-AGENT SYSTEM ===== -->
+<div class="slide" data-title="Multi-Agent">
+<h2>👥 Multi-Agent System</h2>
+<p>newOS4 can spawn <strong>specialized worker agents</strong> that run tasks in parallel. Each agent has its own role and capabilities.</p>
+<div class="grid-3" style="margin:10px 0">
+<div class="agent-card">
+<div class="agent-name">🔍 Searcher</div>
+<div class="agent-role">Web research & data gathering</div>
+<div class="agent-caps"><span class="tag blue">web_search</span><span class="tag blue">read_file</span></div>
+</div>
+<div class="agent-card">
+<div class="agent-name">🏗️ Kernel Architect</div>
+<div class="agent-role">Code writing & system changes</div>
+<div class="agent-caps"><span class="tag orange">write_file</span><span class="tag orange">run_command</span></div>
+</div>
+<div class="agent-card">
+<div class="agent-name">📚 Auto-Learner</div>
+<div class="agent-role">Pattern extraction & learning</div>
+<div class="agent-caps"><span class="tag purple">view_module</span><span class="tag purple">write_file</span></div>
+</div>
+</div>
+<div class="card">
+<h3 style="margin-top:0">How it works</h3>
+<ul>
+<li><strong>Agent Registry</strong> — agents register with capabilities and contracts</li>
+<li><strong>Lease System</strong> — tasks assigned via time-limited leases</li>
+<li><strong>Orchestrator</strong> — spawns, monitors, and kills agents</li>
+<li><strong>A2A Contracts</strong> — agents communicate via structured contracts</li>
+<li><strong>Failure Recovery</strong> — auto-restart policies, failure counting</li>
+</ul>
+</div>
+<p class="small">Current state: 3 agent types registered, 35 lifetime spawns. All idle/sleeping — ready for tasking.</p>
+</div>
+
+<!-- ===== SLIDE 7: SELF-HEALING ===== -->
+<div class="slide" data-title="Self-Healing">
+<h2>🛡️ Self-Healing System (NEW in v4.6.10)</h2>
+<p>The DebugSupervisorModule gives the system a full <strong>immune system</strong> — it catches errors, classifies them, finds root causes, and can auto-apply fixes.</p>
+<div class="flow">
+<div class="flow-step">
+<div class="flow-title">1. Error Interception</div>
+<div class="flow-desc">console.error · window.onerror · unhandledrejection · fetch failures · tool errors</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">2. Classification</div>
+<div class="flow-desc">Type (ReferenceError/TypeError/HTTP/timeout) · Severity (fatal/error/warning) · Category (module/network/tool/security/vfs)</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">3. Dedup & Persistence</div>
+<div class="flow-desc">Jaccard similarity 0.35 dedup · LRU eviction · localStorage-backed · quota monitoring</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">4. Root-Cause Analysis</div>
+<div class="flow-desc">Traces: tool fail → module not loaded · HTTP → network · ReferenceError → bundle</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">5. Auto-Fix Pipeline</div>
+<div class="flow-desc">Confidence-gated: 0.7 = suggest to AI · 0.9 = auto-apply · fixes injected into AI system prompt</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">6. Self-Diagnostic</div>
+<div class="flow-desc">_healthy flag · fallback to original error log · health check command</div>
+</div>
+</div>
+<div class="card green">
+<p style="margin:0"><strong>6 terminal commands:</strong> <code>debug-stats</code> · <code>debug-history</code> · <code>debug-analyze</code> · <code>debug-trends</code> · <code>debug-fix</code> · <code>debug-health</code></p>
+</div>
+</div>
+
+<!-- ===== SLIDE 8: MEMORY & LEARNING ===== -->
+<div class="slide" data-title="Memory & Learning">
+<h2>🧬 Memory & Learning</h2>
+<p>The system doesn't start fresh each time. It has multiple memory systems:</p>
+<div class="grid-2">
+<div class="card blue">
+<h3 style="margin-top:0">📦 Session Memory</h3>
+<ul style="font-size:.82rem">
+<li>Save/load sessions by date</li>
+<li>Recent session list</li>
+<li>Aggregate stats per session</li>
+<li>Terminal output history</li>
+</ul>
+</div>
+<div class="card purple">
+<h3 style="margin-top:0">👤 User Profile</h3>
+<ul style="font-size:.82rem">
+<li>Preferred model</li>
+<li>Custom preferences</li>
+<li>Persistent across reloads</li>
+<li>Forgetting supported</li>
+</ul>
+</div>
+<div class="card green">
+<h3 style="margin-top:0">🎓 Skills Library</h3>
+<ul style="font-size:.82rem">
+<li>17 skills across 6 categories</li>
+<li>Procedural memory (how-to guides)</li>
+<li>Auto-loaded by context</li>
+<li>Create/patch/list/search</li>
+</ul>
+</div>
+<div class="card accent">
+<h3 style="margin-top:0">🕸️ Memory Graph</h3>
+<ul style="font-size:.82rem">
+<li>83 nodes, 88+ edges</li>
+<li>File access patterns</li>
+<li>Task correlation</li>
+<li>Auto-growing knowledge base</li>
+</ul>
+</div>
+</div>
+<div class="card">
+<h3>🧠 Neural VFS</h3>
+<p class="small">The Virtual File System has a <strong>semantic search index</strong> — you can search files by concept, not just by name. <code>nvfs-resolve "security"</code> finds security-related files even if they're named differently.</p>
+<div style="display:flex;gap:4px;flex-wrap:wrap;margin-top:6px">
+<span class="pill">nvfs-index</span>
+<span class="pill">nvfs-resolve</span>
+<span class="pill">nvfs-status</span>
+<span class="pill">nvfs-tree</span>
+</div>
+</div>
+</div>
+
+<!-- ===== SLIDE 9: MODULE ECOSYSTEM ===== -->
+<div class="slide" data-title="Module Ecosystem">
+<h2>📦 Module Ecosystem</h2>
+<p>43 modules total (22 core + 21 ext). Each module is a self-contained JS class with its own commands and lifecycle.</p>
+<h3>Core Modules (always loaded)</h3>
+<div class="table-scroll">
+<table>
+<tr><th>Module</th><th>Class</th><th>Key Commands</th></tr>
+<tr><td>AI Assistant</td><td>WebX11AIAssistantModule</td><td>ai, ask, ai-system</td></tr>
+<tr><td>Debug Supervisor</td><td>DebugSupervisorModule</td><td>debug-stats, debug-fix</td></tr>
+<tr><td>Terminal</td><td>WebX11SecurityManager</td><td>clear, help, security</td></tr>
+<tr><td>Virtual FS</td><td>VirtualFileSystem</td><td>save, load, import</td></tr>
+<tr><td>Neural VFS</td><td>NeuralVFSModule</td><td>nvfs-index, nvfs-resolve</td></tr>
+<tr><td>Ollama</td><td>OllamaModule</td><td>ollama, models, model-info</td></tr>
+<tr><td>Agent Registry</td><td>AgentRegistryModule</td><td>agent-list, agent-register</td></tr>
+<tr><td>Orchestrator</td><td>OrchestratorModule</td><td>orchestrate, orchestrator-spawn</td></tr>
+<tr><td>SearXNG</td><td>SearXNGModule</td><td>search, images, videos</td></tr>
+<tr><td>Server Monitor</td><td>ServerMonitorModule</td><td>server, system-health</td></tr>
+<tr><td>Config Manager</td><td>ConfigManagerModule</td><td>config, config-set</td></tr>
+<tr><td>Secret Vault</td><td>SecretVault</td><td>secret-set, secret-get</td></tr>
+<tr><td>Module Manager</td><td>ModuleManager</td><td>modules, loadmod</td></tr>
+<tr><td>Lease System</td><td>LeaseModule</td><td>lease-list, lease-create</td></tr>
+<tr><td>Web Fetcher</td><td>WebFetcherModule</td><td>fetch, web, extract</td></tr>
+<tr><td>System</td><td>SystemModule</td><td>help, status, logs</td></tr>
+<tr><td>Chat Studio</td><td>ChatStudioModule</td><td>chat</td></tr>
+<tr><td>Simple GUI</td><td>SimpleGUIModule</td><td>gui, gui-button</td></tr>
+<tr><td>AI Alias</td><td>WebXAIAliasModule</td><td>webxai, wx, webx</td></tr>
+</table>
+</div>
+<h3>Extension Modules (load on demand)</h3>
+<div style="display:flex;flex-wrap:wrap;gap:4px;margin-top:6px">
+<span class="pill">Editor</span><span class="pill">Shell</span><span class="pill">Cron</span>
+<span class="pill">WebDAV</span><span class="pill">Voice</span><span class="pill">Mindmap</span>
+<span class="pill">Floating UI</span><span class="pill">Media</span><span class="pill">JS Console</span>
+<span class="pill">File Manager</span><span class="pill">Finder</span><span class="pill">Theme</span>
+<span class="pill">Tutorial</span><span class="pill">WPM</span><span class="pill">Calc</span>
+<span class="pill">Diff</span><span class="pill">BusyBox</span><span class="pill">Crypto/Gzip</span>
+<span class="pill">Alias</span><span class="pill">Debug Panel</span><span class="pill">Skill Pack</span>
+</div>
+</div>
+
+<!-- ===== SLIDE 10: WHAT'S BEEN ACCOMPLISHED ===== -->
+<div class="slide" data-title="Accomplished">
+<h2>✅ What We've Built So Far</h2>
+<div class="timeline">
+<div class="t-item done">
+<div class="t-date">Phase 1</div>
+<div class="t-title">System Foundation</div>
+<p class="small">44 modules · 17 skills · 296 files · 90+ commands · terminal · VFS · security</p>
+</div>
+<div class="t-item done">
+<div class="t-date">Phase 2</div>
+<div class="t-title">AI Integration</div>
+<p class="small">Agent loop · multi-model routing · Ollama integration · smart context profiles</p>
+</div>
+<div class="t-item done">
+<div class="t-date">Phase 3</div>
+<div class="t-title">Multi-Agent System</div>
+<p class="small">Agent registry · orchestrator · leases · A2A contracts · 35 lifetime agent spawns</p>
+</div>
+<div class="t-item done">
+<div class="t-date">Phase 4</div>
+<div class="t-title">Memory & Persistence</div>
+<p class="small">Session save/load · user profile · skills library · memory graph (83 nodes) · Neural VFS</p>
+</div>
+<div class="t-item done">
+<div class="t-date">Phase 5</div>
+<div class="t-title">Self-Healing (v4.6.10)</div>
+<p class="small">DebugSupervisorModule · error interception · root-cause analysis · auto-fix pipeline</p>
+</div>
+<div class="t-item done">
+<div class="t-date">Phase 6</div>
+<div class="t-title">Cloud & Sync</div>
+<p class="small">WebDAV backup · crypto/gzip · file manager · floating UI · voice control</p>
+</div>
+<div class="t-item active">
+<div class="t-date">Phase 7 — Current</div>
+<div class="t-title">Custom Model Training</div>
+<p class="small">Planning phase — dataset strategy, MoE architecture, budget defined</p>
+</div>
+<div class="t-item future">
+<div class="t-date">Phase 8 — Next</div>
+<div class="t-title">Custom MoE Model</div>
+<p class="small">QLoRA fine-tune → MoE deep training → self-hosted inference</p>
+</div>
+</div>
+<div class="stat-row">
+<div class="stat-box"><div class="num" style="color:var(--green)">6/6</div><div class="label">Planning Done</div></div>
+<div class="stat-box"><div class="num" style="color:var(--accent)">1</div><div class="label">Active Phase</div></div>
+<div class="stat-box"><div class="num" style="color:var(--text2)">1</div><div class="label">Upcoming</div></div>
+<div class="stat-box"><div class="num" style="color:var(--green)">€0</div><div class="label">Spent on AI</div></div>
+</div>
+</div>
+
+<!-- ===== SLIDE 11: THE PROBLEM ===== -->
+<div class="slide" data-title="The Problem">
+<h2>⚠️ The Current Bottleneck</h2>
+<p>The system is powerful, but it depends on <strong>external LLMs</strong> for intelligence. Here's why that limits us:</p>
+<div class="vs-box">
+<div class="vs-side left">
+<h4>❌ Current State</h4>
+<ul>
+<li>Depends on Ollama-hosted models</li>
+<li>Generic models — no domain specialization</li>
+<li>No memory of past sessions baked in</li>
+<li>Token costs scale with usage (8M/week)</li>
+<li>Latency: 2-27s avg per request</li>
+<li>Can't customize reasoning style</li>
+<li>No multi-token generation</li>
+<li>Model behavior changes with updates</li>
+</ul>
+</div>
+<div class="vs-side right">
+<h4>✅ With Custom Model</h4>
+<ul>
+<li>Self-hosted, fully owned</li>
+<li>Specialized for OS operations</li>
+<li>Training data from real sessions</li>
+<li>Fixed compute cost (one-time training)</li>
+<li>Latency: <0.5s with speculative decoding</li>
+<li>Custom reasoning chain style</li>
+<li>Multi-token generation (Medusa heads)</li>
+<li>Full control — no surprise updates</li>
+</ul>
+</div>
+</div>
+<div class="card red">
+<h3 style="margin-top:0">The Core Insight</h3>
+<p style="margin:0">The system already has <strong>500 real interaction sessions</strong>, <strong>8M tokens of reasoning data</strong>, and <strong>17 skills</strong> with structured procedures. This is a ready-made training dataset. No other project has this kind of organic, domain-specific data.</p>
+</div>
+</div>
+
+<!-- ===== SLIDE 12: HOW CUSTOM MODEL IMPROVES ===== -->
+<div class="slide" data-title="Training Impact">
+<h2>🚀 How a Custom Model Improves Everything</h2>
+<h3>1. Speed — Multi-Token Generation</h3>
+<div class="vs-box">
+<div class="vs-side left">
+<h4>Current: 1 token/step</h4>
+<ul>
+<li>Sequential generation</li>
+<li>~20-40 tokens/sec</li>
+<li>Long responses take 10-30s</li>
+</ul>
+</div>
+<div class="vs-side right">
+<h4>With Medusa Heads: 3-5 tokens/step</h4>
+<ul>
+<li>Parallel prediction branches</li>
+<li>~100-200 tokens/sec</li>
+<li>Same response in 2-5s</li>
+</ul>
+</div>
+</div>
+<h3>2. Intelligence — Domain Specialization</h3>
+<div class="card blue">
+<ul>
+<li><strong>Module management</strong> — model knows the 43-module API without RAG lookup</li>
+<li><strong>Error diagnosis</strong> — trained on debug-history patterns, faster root-cause</li>
+<li><strong>Code generation</strong> — knows the system's architecture, generates compatible code</li>
+<li><strong>Command routing</strong> — maps natural language to 90+ commands accurately</li>
+<li><strong>Agent delegation</strong> — learns optimal task decomposition from past sessions</li>
+</ul>
+</div>
+<h3>3. Cost — One-Time Training vs Endless API</h3>
+<div class="card green">
+<table>
+<tr><th>Approach</th><th>Cost Model</th><th>Per Week</th></tr>
+<tr><td>Current (Ollama API)</td><td>Per-request tokens</td><td>~8M tokens</td></tr>
+<tr><td>Custom Model (fine-tuned)</td><td>One-time training</td><td>~0 marginal cost</td></tr>
+<tr><td>Custom MoE (full train)</td><td>One-time + hosting</td><td>~0 marginal cost</td></tr>
+</table>
+</div>
+<h3>4. MoE Architecture — Sparse Expert Routing</h3>
+<div class="card purple">
+<ul>
+<li><strong>Expert 1:</strong> System operations (VFS, modules, config)</li>
+<li><strong>Expert 2:</strong> Code generation & debugging</li>
+<li><strong>Expert 3:</strong> Web research & information synthesis</li>
+<li><strong>Expert 4:</strong> Natural language & user communication</li>
+<li><strong>Router:</strong> Dynamically selects 2 experts per token — 2x speed, same quality</li>
+</ul>
+<p class="small" style="margin-top:6px">Only the relevant experts activate → less compute per token → faster + cheaper inference.</p>
+</div>
+</div>
+
+<!-- ===== SLIDE 13: TRAINING PIPELINE ===== -->
+<div class="slide" data-title="Training Pipeline">
+<h2>🔬 Training Pipeline</h2>
+<p>How we turn system data into a custom model:</p>
+<div class="flow">
+<div class="flow-step">
+<div class="flow-title">Phase 0 — Dataset Engineering</div>
+<div class="flow-desc">Extract 500 sessions · 8M tokens · 17 skills · error/fix pairs · format as instruction-response pairs · synthetic expansion</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">Phase 1 — QLoRA Proof of Concept</div>
+<div class="flow-desc">Fine-tune Qwen2.5-14B with Unsloth on 1× A100 (20 hrs) · validate on held-out sessions · cost: €35-100</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">Phase 2 — MoE Fine-Tune</div>
+<div class="flow-desc">Fine-tune Mixtral 8x7B MoE on full dataset · 2× A100 (48 hrs) · validate expert routing · cost: €200-500</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">Phase 3 — Deep MoE + Multi-Token</div>
+<div class="flow-desc">DeepSeek-V3 or Mixtral 8x22B + Medusa heads · 8× H100 cluster (72 hrs) · cost: €2,000-8,000</div>
+</div>
+<div class="flow-step">
+<div class="flow-title">Phase 4 — Deploy & Integrate</div>
+<div class="flow-desc">Self-host on local GPU or rented instance · wire into Ollama module · replace external models · cost: €0-200/mo</div>
+</div>
+</div>
+<div class="highlight-box">
+<h3 style="margin-top:0">📊 The Ask</h3>
+<p style="margin:0"><strong>Phase 0 + Phase 1 only: €300-500</strong> — proves the concept works. Phase 2/3 funding decided after PoC results.</p>
+</div>
+</div>
+
+<!-- ===== SLIDE 14: WHAT WE HAVE THAT OTHERS DON'T ===== -->
+<div class="slide" data-title="Unique Advantages">
+<h2>🏆 What We Have That Others Don't</h2>
+<div class="card accent">
+<h3 style="margin-top:0">1. Organic Training Data</h3>
+<p>Most AI projects buy or scrape data. We have <strong>500 real sessions</strong> of a human working with an AI on system-building tasks. This is gold-standard data.</p>
+</div>
+<div class="card green">
+<h3 style="margin-top:0">2. Built-in Evaluation Harness</h3>
+<p>The system has a <strong>module test pipeline</strong> (edit → test → health check → regression). We can evaluate model quality by running it against the actual system — no external benchmark needed.</p>
+</div>
+<div class="card blue">
+<h3 style="margin-top:0">3. Closed-Loop Improvement</h3>
+<p>DebugSupervisorModule captures errors → auto-fix suggestions → model learns from fixes → fewer errors next time. The system <strong>teaches itself</strong>.</p>
+</div>
+<div class="card purple">
+<h3 style="margin-top:0">4. Multi-Model Today, Custom Tomorrow</h3>
+<p>We already run 4 models (glm-5.2, gemma4:31b, mistral-large, minimax-m3). The routing infrastructure is built. A custom model just becomes <strong>another model in the pool</strong> — but specialized.</p>
+</div>
+<div class="card red">
+<h3 style="margin-top:0">5. Skills as Structured Training Data</h3>
+<p>17 skills are already written as step-by-step procedures. These are perfect <strong>instruction-response training pairs</strong> — zero formatting work needed.</p>
+</div>
+</div>
+
+<!-- ===== SLIDE 15: RISK & FALLBACK ===== -->
+<div class="slide" data-title="Risk & Fallback">
+<h2>⚖️ Risks & Fallback Plans</h2>
+<h3>Risk Matrix</h3>
+<div class="table-scroll">
+<table class="compare-table">
+<tr><th>Risk</th><th>Prob</th><th>Impact</th><th>Mitigation</th></tr>
+<tr><td>QLoRA overfitting</td><td>Medium</td><td>Low</td><td>Held-out validation · early stopping</td></tr>
+<tr><td>MoE training unstable</td><td>Low</td><td>High</td><td>Start with Mixtral (proven MoE) · skip Phase 3</td></tr>
+<tr><td>GPU costs exceed budget</td><td>Medium</td><td>Medium</td><td>Spot instances · Unsloth 2x efficiency</td></tr>
+<tr><td>Dataset too small</td><td>Low</td><td>Medium</td><td>Synthetic expansion · augment with skills</td></tr>
+<tr><td>Model quality < baseline</td><td>Low</td><td>High</td><td>PoC validates before committing funds</td></tr>
+<tr><td>Inference too slow</td><td>Low</td><td>Low</td><td>Quantize to 4-bit · Medusa heads</td></tr>
+</table>
+</div>
+<h3>Fallback Plans</h3>
+<div class="card">
+<ul>
+<li><strong>Ultra-budget (€20):</strong> Google Colab free tier + QLoRA 7B model — proves concept with zero risk</li>
+<li><strong>Zero-budget (€0):</strong> Enhanced RAG pipeline — index all sessions/skills into Neural VFS, retrieve context dynamically. No training, but better prompting.</li>
+<li><strong>Mid-budget (€500):</strong> Phase 0+1 only — QLoRA on 14B, self-host on existing Ollama setup</li>
+<li><strong>Full vision (€8K+):</strong> All phases — custom MoE with multi-token generation</li>
+</ul>
+</div>
+</div>
+
+<!-- ===== SLIDE 16: SUMMARY ===== -->
+<div class="slide" data-title="Summary">
+<h2>📋 Summary for Review</h2>
+<div class="card blue">
+<h3 style="margin-top:0">What exists today</h3>
+<div class="stat-row" style="margin-top:6px">
+<div class="stat-box"><div class="num">44</div><div class="label">Modules</div></div>
+<div class="stat-box"><div class="num">90+</div><div class="label">Commands</div></div>
+<div class="stat-box"><div class="num">17</div><div class="label">Skills</div></div>
+<div class="stat-box"><div class="num">296</div><div class="label">Files</div></div>
+</div>
+<div class="stat-row">
+<div class="stat-box"><div class="num">3</div><div class="label">Agent Types</div></div>
+<div class="stat-box"><div class="num">4</div><div class="label">LLM Models</div></div>
+<div class="stat-box"><div class="num">500</div><div class="label">Sessions</div></div>
+<div class="stat-box"><div class="num">8M</div><div class="label">Tokens/Week</div></div>
+</div>
+</div>
+<div class="card accent">
+<h3 style="margin-top:0">What custom training adds</h3>
+<ul>
+<li>⚡ <strong>5-10x faster</strong> inference (multi-token generation)</li>
+<li>🧠 <strong>Domain-specialized</strong> (OS operations, debugging, code gen)</li>
+<li>💰 <strong>Near-zero marginal cost</strong> after one-time training</li>
+<li>🔒 <strong>Full ownership</strong> — no external model dependency</li>
+<li>🔄 <strong>Self-improving</strong> — learns from its own error fixes</li>
+</ul>
+</div>
+<div class="card green">
+<h3 style="margin-top:0">Why now</h3>
+<ul>
+<li>We have 500 sessions of real training data already</li>
+<li>QLoRA + Unsloth make training 70% cheaper than 1 year ago</li>
+<li>The system's self-healing layer generates new training data automatically</li>
+<li>The Ollama integration is already built — deployment is plug-and-play</li>
+</ul>
+</div>
+</div>
+
+<!-- ===== SLIDE 17: THANK YOU ===== -->
+<div class="slide title-slide" data-title="Thank You">
+<h1>🐴🔥</h1>
+<h2 style="text-align:center">Year of the Firehorse</h2>
+<p class="subtitle" style="margin-top:10px">newOS4 is a living system that can build, repair, and improve itself.</p>
+<p class="subtitle" style="margin-top:4px">A custom model makes it truly autonomous.</p>
+<div class="highlight-box" style="margin-top:20px;text-align:center">
+<h3 style="text-align:center;margin-top:0">The Ask</h3>
+<p style="text-align:center;margin:0"><strong>€300-500</strong> for Phase 0+1 (dataset + PoC)</p>
+<p class="small" style="text-align:center;margin-top:6px">Proves the concept. Everything else is optional.</p>
+</div>
+<p class="small" style="margin-top:24px;text-align:center">
+This is not a pitch for a product.<br>
+This is a plan to give a system its own brain.
+</p>
+<p style="margin-top:20px;text-align:center;font-size:1.5rem">🙏</p>
+</div>
+
+</div>
+
+<!-- ===== NAVIGATION ===== -->
+<div class="nav">
+<button class="nav-btn" id="prevBtn" onclick="nav(-1)">← Prev</button>
+<div style="display:flex;align-items:center;gap:10px">
+<div class="dots" id="dots"></div>
+<span class="counter" id="counter">1/17</span>
+</div>
+<button class="nav-btn" id="nextBtn" onclick="nav(1)">Next →</button>
+</div>
+
+<script>
+let current=0;
+const slides=document.querySelectorAll('.slide');
+const total=slides.length;
+const dotsEl=document.getElementById('dots');
+const counterEl=document.getElementById('counter');
+const prevBtn=document.getElementById('prevBtn');
+const nextBtn=document.getElementById('nextBtn');
+
+for(let i=0;i<total;i++){
+  const d=document.createElement('div');
+  d.className='dot'+(i===0?' active':'')+(i<current?' done':'');
+  d.onclick=()=>{current=i;render()};
+  dotsEl.appendChild(d);
+}
+
+function render(){
+  slides.forEach((s,i)=>s.classList.toggle('active',i===current));
+  const dots=dotsEl.querySelectorAll('.dot');
+  dots.forEach((d,i)=>{
+    d.classList.remove('active','done');
+    if(i<current)d.classList.add('done');
+    if(i===current)d.classList.add('active');
+  });
+  counterEl.textContent=(current+1)+'/'+total;
+  prevBtn.disabled=current===0;
+  nextBtn.disabled=current===total-1;
+}
+
+function nav(dir){
+  current=Math.max(0,Math.min(total-1,current+dir));
+  render();
+  window.scrollTo(0,0);
+}
+
+document.addEventListener('keydown',e=>{
+  if(e.key==='ArrowLeft')nav(-1);
+  if(e.key==='ArrowRight')nav(1);
+});
+
+let startX=0;
+document.addEventListener('touchstart',e=>{startX=e.touches[0].clientX});
+document.addEventListener('touchend',e=>{
+  const diff=e.changedTouches[0].clientX-startX;
+  if(Math.abs(diff)>50)nav(diff>0?-1:1);
+});
+
+render();
+</script>
+</body>
+</html>
\ No newline at end of file
diff --git a/downloads/gunes-uygarligi.html b/downloads/gunes-uygarligi.html
new file mode 100644
index 0000000..ce12a3d
--- /dev/null
+++ b/downloads/gunes-uygarligi.html
@@ -0,0 +1,1379 @@
+<!DOCTYPE html>
+<html lang="tr">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Güneş Uygarlığı Hareketi — newOS Entegre Manifestosu</title>
+<meta name="description" content="Güneş Uygarlığı: Sürdürülebilir, adil, güneş enerjisi temelli yeni bir yaşam. newOS tasarım sistemi ve ajan mimarisiyle bütünleşik tek-sayfa manifesto.">
+<meta name="theme-color" content="#FFD700">
+<meta name="color-scheme" content="dark">
+
+<!-- Open Graph -->
+<meta property="og:title" content="Güneş Uygarlığı Hareketi">
+<meta property="og:description" content="Güneş enerjisi temelli, halktan yana, çevreye saygılı bir gelecek inşası için manifesto.">
+<meta property="og:type" content="article">
+<meta property="og:locale" content="tr_TR">
+<meta property="og:site_name" content="Güneş Uygarlığı">
+
+<!-- Twitter Card -->
+<meta name="twitter:card" content="summary_large_image">
+<meta name="twitter:title" content="Güneş Uygarlığı Hareketi">
+<meta name="twitter:description" content="Güneş enerjisi temelli yeni bir yaşam manifestosu.">
+
+<!-- PWA Manifest (commented - gerçek projede app.manifest olarak ayrı dosya) -->
+<!--
+{
+  "name": "Güneş Uygarlığı",
+  "short_name": "GüneşUygarlığı",
+  "description": "Güneş enerjisi temelli, sürdürülebilir ve adil bir gelecek manifestosu",
+  "start_url": "/spaces/gunesuygarligi/",
+  "display": "standalone",
+  "background_color": "#0a0a0a",
+  "theme_color": "#FFD700",
+  "lang": "tr",
+  "icons": [
+    {"src": "/assets/sun-192.png", "sizes": "192x192", "type": "image/png"},
+    {"src": "/assets/sun-512.png", "sizes": "512x512", "type": "image/png"}
+  ]
+}
+-->
+
+<!-- Google Fonts: preconnect + display=swap -->
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Cormorant+Garamond:wght@500;600;700&family=Inter:wght@400;500;600;700&family=IBM+Plex+Mono:wght@400;500&display=swap" rel="stylesheet">
+
+<!-- newOS Köprüsü: manifest.json meta (newOS tarayıcıda window.newOS sağlar) -->
+<script>
+// Standalone fallback: newOS yüklü değilse graceful no-op
+window.newOS = window.newOS || {
+  version: 'standalone-fallback',
+  ready: true,
+  bridge: {
+    readManifest: () => { try { return JSON.parse(localStorage.getItem('newos.user') || '{}'); } catch (e) { return {}; } },
+    writeManifest: (data) => { try { localStorage.setItem('newos.user', JSON.stringify(data)); } catch (e) {} },
+    theme: () => { try { return localStorage.getItem('newos.theme') || 'dark'; } catch (e) { return 'dark'; } },
+    setTheme: (t) => { try { localStorage.setItem('newos.theme', t); document.documentElement.dataset.theme = t; } catch (e) {} },
+    events: { emit: (name, data) => console.log('[newOS event]', name, data) },
+    on: () => {}, off: () => {},
+    agent: { queue: (task) => console.log('[newOS agent]', task) }
+  }
+};
+</script>
+
+<style>
+/* ================================================================
+   newOS TASARIM TOKEN'LARI
+   ================================================================ */
+:root {
+  /* newOS köprüsü: Bu değişkenler newOS.theme ile senkronize olur */
+  --nui-radius: 12px;
+  --nui-radius-lg: 20px;
+  --nui-spacing: 1rem;
+  --nui-font-mono: 'IBM Plex Mono', ui-monospace, monospace;
+  --nui-shadow: 0 8px 32px rgba(0,0,0,0.4);
+
+  /* Yerel palet — Güneş Uygarlığı temaları */
+  --color-bg: #0a0a0a;
+  --color-bg-soft: #141414;
+  --color-bg-elev: #1c1c1c;
+  --color-fg: #f4f4f4;
+  --color-fg-dim: #b8b8b8;
+  --color-fg-mute: #888;
+  --color-gold: #FFD700;
+  --color-gold-soft: rgba(255, 215, 0, 0.12);
+  --color-dawn: #FF8C42;
+  --color-line: rgba(255, 215, 0, 0.18);
+  --color-line-soft: rgba(255, 255, 255, 0.08);
+
+  /* Tipografi */
+  --font-serif: 'Cormorant Garamond', Georgia, serif;
+  --font-sans: 'Inter', system-ui, -apple-system, sans-serif;
+  --font-mono: var(--nui-font-mono);
+
+  /* Tipografi ölçeği */
+  --fs-xs: 0.78rem;
+  --fs-sm: 0.9rem;
+  --fs-base: 1rem;
+  --fs-lg: 1.18rem;
+  --fs-xl: 1.5rem;
+  --fs-2xl: 2rem;
+  --fs-3xl: 2.75rem;
+  --fs-4xl: clamp(2.4rem, 5vw, 4.2rem);
+
+  /* Geçişler */
+  --ease: cubic-bezier(0.4, 0, 0.2, 1);
+  --dur: 0.28s;
+}
+
+[data-theme="light"] {
+  --color-bg: #fafaf7;
+  --color-bg-soft: #f0efe8;
+  --color-bg-elev: #ffffff;
+  --color-fg: #1a1a1a;
+  --color-fg-dim: #4a4a4a;
+  --color-fg-mute: #777;
+  --color-line: rgba(255, 143, 0, 0.22);
+  --color-line-soft: rgba(0, 0, 0, 0.08);
+}
+
+/* ================================================================
+   RESET & TEMEL
+   ================================================================ */
+*, *::before, *::after { box-sizing: border-box; margin: 0; padding: 0; }
+html { scroll-behavior: smooth; -webkit-text-size-adjust: 100%; }
+body {
+  font-family: var(--font-sans);
+  font-size: var(--fs-base);
+  line-height: 1.65;
+  color: var(--color-fg);
+  background: var(--color-bg);
+  background-image:
+    radial-gradient(ellipse at top, rgba(255, 140, 66, 0.06) 0%, transparent 50%),
+    radial-gradient(ellipse at bottom right, rgba(255, 215, 0, 0.04) 0%, transparent 60%);
+  background-attachment: fixed;
+  overflow-x: hidden;
+}
+img, svg { max-width: 100%; display: block; }
+a { color: var(--color-gold); text-decoration: none; transition: color var(--dur) var(--ease); }
+a:hover { color: var(--color-dawn); }
+a:focus-visible, button:focus-visible { outline: 2px solid var(--color-gold); outline-offset: 3px; border-radius: 2px; }
+
+h1, h2, h3 { font-family: var(--font-serif); font-weight: 600; line-height: 1.18; letter-spacing: -0.01em; }
+h1 { font-size: var(--fs-4xl); font-weight: 700; }
+h2 { font-size: var(--fs-3xl); }
+h3 { font-size: var(--fs-2xl); }
+p { max-width: 68ch; }
+.mono { font-family: var(--font-mono); font-size: var(--fs-sm); letter-spacing: 0.04em; }
+.eyebrow {
+  font-family: var(--font-mono);
+  font-size: var(--fs-xs);
+  letter-spacing: 0.18em;
+  text-transform: uppercase;
+  color: var(--color-gold);
+  display: inline-block;
+  margin-bottom: 0.75rem;
+}
+
+/* Erişilebilirlik: skip link */
+.skip-link {
+  position: absolute;
+  top: -40px;
+  left: 0;
+  background: var(--color-gold);
+  color: var(--color-bg);
+  padding: 0.6rem 1rem;
+  z-index: 1000;
+  font-weight: 600;
+  border-radius: 0 0 var(--nui-radius) 0;
+}
+.skip-link:focus { top: 0; }
+
+/* ================================================================
+   NAVİGASYON
+   ================================================================ */
+.topnav {
+  position: sticky;
+  top: 0;
+  z-index: 100;
+  background: rgba(10, 10, 10, 0.85);
+  backdrop-filter: blur(12px);
+  -webkit-backdrop-filter: blur(12px);
+  border-bottom: 1px solid var(--color-line-soft);
+}
+.topnav__inner {
+  max-width: 1200px;
+  margin: 0 auto;
+  padding: 0.9rem 1.25rem;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 1rem;
+}
+.brand {
+  display: flex;
+  align-items: center;
+  gap: 0.6rem;
+  font-family: var(--font-serif);
+  font-size: var(--fs-lg);
+  font-weight: 600;
+  color: var(--color-fg);
+}
+.brand__sun {
+  width: 28px; height: 28px;
+  animation: rotate-slow 18s linear infinite;
+}
+.nav-links {
+  display: flex;
+  gap: 1.5rem;
+  list-style: none;
+}
+.nav-links a {
+  color: var(--color-fg-dim);
+  font-size: var(--fs-sm);
+  font-weight: 500;
+  position: relative;
+  padding: 0.25rem 0;
+}
+.nav-links a::after {
+  content: '';
+  position: absolute;
+  bottom: -2px; left: 0;
+  width: 0; height: 1px;
+  background: var(--color-gold);
+  transition: width var(--dur) var(--ease);
+}
+.nav-links a:hover { color: var(--color-gold); }
+.nav-links a:hover::after { width: 100%; }
+
+.nav-toggle {
+  display: none;
+  background: transparent;
+  border: 1px solid var(--color-line);
+  color: var(--color-fg);
+  padding: 0.4rem 0.7rem;
+  border-radius: 6px;
+  cursor: pointer;
+  font-family: var(--font-mono);
+  font-size: var(--fs-sm);
+}
+
+@media (max-width: 720px) {
+  .nav-links { display: none; position: absolute; top: 100%; right: 0; left: 0; flex-direction: column; gap: 0; background: var(--color-bg-elev); border-bottom: 1px solid var(--color-line-soft); padding: 1rem 1.25rem; }
+  .nav-links.open { display: flex; }
+  .nav-links a { padding: 0.6rem 0; border-bottom: 1px solid var(--color-line-soft); }
+  .nav-links a:last-child { border-bottom: 0; }
+  .nav-toggle { display: inline-block; }
+}
+
+/* ================================================================
+   LAYOUT
+   ================================================================ */
+.container { max-width: 1200px; margin: 0 auto; padding: 0 1.25rem; }
+section { padding: 5rem 0; scroll-margin-top: 80px; }
+section + section { border-top: 1px solid var(--color-line-soft); }
+
+/* ================================================================
+   HERO
+   ================================================================ */
+.hero {
+  min-height: 88vh;
+  display: flex;
+  flex-direction: column;
+  justify-content: center;
+  text-align: center;
+  padding: 4rem 1.25rem 5rem;
+  position: relative;
+}
+.hero__sun {
+  width: clamp(180px, 30vw, 280px);
+  height: clamp(180px, 30vw, 280px);
+  margin: 0 auto 2rem;
+  position: relative;
+  filter: drop-shadow(0 0 40px rgba(255, 215, 0, 0.35));
+}
+.hero__sun svg { width: 100%; height: 100%; }
+.hero__sun::before {
+  content: '';
+  position: absolute;
+  inset: -30%;
+  background: radial-gradient(circle, rgba(255, 215, 0, 0.18) 0%, transparent 60%);
+  animation: pulse 4s ease-in-out infinite;
+  z-index: -1;
+}
+.hero h1 { margin-bottom: 1rem; max-width: 18ch; margin-left: auto; margin-right: auto; }
+.hero h1 .accent { color: var(--color-gold); font-style: italic; }
+.hero__lede {
+  font-size: var(--fs-lg);
+  color: var(--color-fg-dim);
+  max-width: 56ch;
+  margin: 0 auto 2.5rem;
+  line-height: 1.55;
+}
+.hero__ctas {
+  display: flex;
+  gap: 0.8rem;
+  justify-content: center;
+  flex-wrap: wrap;
+}
+
+/* Buttons */
+.btn {
+  display: inline-block;
+  padding: 0.85rem 1.6rem;
+  border-radius: var(--nui-radius);
+  font-weight: 600;
+  font-size: var(--fs-base);
+  font-family: var(--font-sans);
+  cursor: pointer;
+  border: 1px solid transparent;
+  transition: all var(--dur) var(--ease);
+  text-align: center;
+}
+.btn--primary {
+  background: var(--color-gold);
+  color: var(--color-bg);
+  box-shadow: 0 4px 16px rgba(255, 215, 0, 0.25);
+}
+.btn--primary:hover {
+  background: var(--color-dawn);
+  color: var(--color-bg);
+  transform: translateY(-2px);
+  box-shadow: 0 6px 20px rgba(255, 140, 66, 0.4);
+}
+.btn--ghost {
+  background: transparent;
+  color: var(--color-fg);
+  border-color: var(--color-line);
+}
+.btn--ghost:hover {
+  border-color: var(--color-gold);
+  color: var(--color-gold);
+  background: var(--color-gold-soft);
+}
+
+@keyframes pulse {
+  0%, 100% { transform: scale(1); opacity: 0.6; }
+  50% { transform: scale(1.15); opacity: 0.9; }
+}
+@keyframes rotate-slow {
+  from { transform: rotate(0); }
+  to { transform: rotate(360deg); }
+}
+
+/* ================================================================
+   PORTAL CARDS
+   ================================================================ */
+.section-head {
+  text-align: center;
+  margin-bottom: 3rem;
+}
+.section-head h2 { margin-bottom: 0.6rem; }
+.section-head p { color: var(--color-fg-dim); margin: 0 auto; }
+
+.cards {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));
+  gap: 1.25rem;
+}
+.card {
+  background: var(--color-bg-elev);
+  border: 1px solid var(--color-line-soft);
+  border-radius: var(--nui-radius-lg);
+  padding: 1.75rem;
+  text-decoration: none;
+  color: var(--color-fg);
+  display: flex;
+  flex-direction: column;
+  gap: 0.75rem;
+  transition: all var(--dur) var(--ease);
+  position: relative;
+  overflow: hidden;
+}
+.card::before {
+  content: '';
+  position: absolute;
+  top: 0; left: 0; right: 0;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, var(--color-gold), transparent);
+  opacity: 0;
+  transition: opacity var(--dur) var(--ease);
+}
+.card:hover {
+  transform: translateY(-4px);
+  border-color: var(--color-gold);
+  background: linear-gradient(180deg, var(--color-bg-elev) 0%, rgba(255, 215, 0, 0.04) 100%);
+  box-shadow: var(--nui-shadow);
+}
+.card:hover::before { opacity: 1; }
+.card__icon {
+  width: 48px; height: 48px;
+  background: var(--color-gold-soft);
+  border-radius: 12px;
+  display: flex; align-items: center; justify-content: center;
+  color: var(--color-gold);
+  font-size: 1.4rem;
+  font-family: var(--font-serif);
+  font-weight: 700;
+}
+.card h3 { font-size: var(--fs-xl); }
+.card p { color: var(--color-fg-dim); font-size: var(--fs-sm); margin: 0; }
+.card__arrow {
+  align-self: flex-end;
+  color: var(--color-gold);
+  font-family: var(--font-mono);
+  font-size: var(--fs-sm);
+  margin-top: 0.5rem;
+}
+
+/* ================================================================
+   MANIFESTO
+   ================================================================ */
+.manifesto {
+  display: grid;
+  grid-template-columns: 1fr;
+  gap: 3rem;
+}
+.manifesto__items {
+  list-style: none;
+  counter-reset: manifest;
+  display: flex;
+  flex-direction: column;
+  gap: 1rem;
+}
+.manifesto__items li {
+  counter-increment: manifest;
+  background: var(--color-bg-soft);
+  border-left: 3px solid var(--color-gold);
+  border-radius: 0 var(--nui-radius) var(--nui-radius) 0;
+  padding: 1.1rem 1.25rem 1.1rem 3.25rem;
+  position: relative;
+}
+.manifesto__items li::before {
+  content: counter(manifest, decimal-leading-zero);
+  position: absolute;
+  left: 1.1rem;
+  top: 1.15rem;
+  font-family: var(--font-mono);
+  color: var(--color-gold);
+  font-weight: 600;
+  font-size: var(--fs-sm);
+}
+.manifesto__items strong { color: var(--color-gold); display: block; margin-bottom: 0.25rem; }
+
+.pillars {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
+  gap: 1rem;
+  margin-top: 2rem;
+}
+.pillar {
+  text-align: center;
+  padding: 1.25rem 1rem;
+  background: var(--color-bg-soft);
+  border-radius: var(--nui-radius);
+  border: 1px solid var(--color-line-soft);
+}
+.pillar__num {
+  font-family: var(--font-mono);
+  font-size: var(--fs-xs);
+  color: var(--color-gold);
+  letter-spacing: 0.12em;
+  margin-bottom: 0.4rem;
+}
+.pillar h4 {
+  font-family: var(--font-serif);
+  font-size: var(--fs-lg);
+  color: var(--color-fg);
+  margin-bottom: 0.3rem;
+}
+.pillar p { font-size: var(--fs-sm); color: var(--color-fg-dim); margin: 0; }
+
+/* ================================================================
+   ENERJİ VERİLERİ
+   ================================================================ */
+.energy {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 2.5rem;
+  align-items: start;
+}
+@media (max-width: 880px) { .energy { grid-template-columns: 1fr; } }
+
+.stats {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 0.8rem;
+  margin-top: 1.5rem;
+}
+.stat {
+  background: var(--color-bg-soft);
+  border: 1px solid var(--color-line-soft);
+  border-radius: var(--nui-radius);
+  padding: 1.1rem;
+}
+.stat__value {
+  font-family: var(--font-serif);
+  font-size: var(--fs-2xl);
+  color: var(--color-gold);
+  font-weight: 700;
+  line-height: 1;
+}
+.stat__label { font-size: var(--fs-sm); color: var(--color-fg-dim); margin-top: 0.3rem; }
+
+.solution-list {
+  list-style: none;
+  margin-top: 1.25rem;
+  display: flex;
+  flex-direction: column;
+  gap: 0.6rem;
+}
+.solution-list li {
+  padding-left: 1.5rem;
+  position: relative;
+  color: var(--color-fg-dim);
+}
+.solution-list li::before {
+  content: '☀';
+  position: absolute;
+  left: 0;
+  color: var(--color-gold);
+  font-size: 0.9em;
+}
+
+/* ================================================================
+   ARŞİV
+   ================================================================ */
+.archive-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(220px, 1fr));
+  gap: 1rem;
+  margin-top: 1.5rem;
+}
+.archive-item {
+  background: var(--color-bg-soft);
+  border: 1px solid var(--color-line-soft);
+  border-radius: var(--nui-radius);
+  padding: 1.1rem;
+  transition: all var(--dur) var(--ease);
+}
+.archive-item:hover {
+  border-color: var(--color-gold);
+  transform: translateY(-2px);
+}
+.archive-item__type {
+  font-family: var(--font-mono);
+  font-size: var(--fs-xs);
+  color: var(--color-gold);
+  letter-spacing: 0.1em;
+  text-transform: uppercase;
+  margin-bottom: 0.4rem;
+}
+.archive-item h4 {
+  font-family: var(--font-serif);
+  font-size: var(--fs-lg);
+  color: var(--color-fg);
+  margin-bottom: 0.3rem;
+  line-height: 1.25;
+}
+.archive-item p { font-size: var(--fs-sm); color: var(--color-fg-dim); margin: 0; }
+
+/* ================================================================
+   KATILIM
+   ================================================================ */
+.steps {
+  counter-reset: step;
+  display: flex;
+  flex-direction: column;
+  gap: 1rem;
+  margin-top: 2rem;
+  max-width: 720px;
+  margin-left: auto;
+  margin-right: auto;
+}
+.step {
+  counter-increment: step;
+  background: var(--color-bg-soft);
+  border: 1px solid var(--color-line-soft);
+  border-radius: var(--nui-radius);
+  padding: 1.25rem 1.25rem 1.25rem 4.5rem;
+  position: relative;
+}
+.step::before {
+  content: counter(step);
+  position: absolute;
+  left: 1.25rem;
+  top: 50%;
+  transform: translateY(-50%);
+  width: 38px; height: 38px;
+  background: var(--color-gold);
+  color: var(--color-bg);
+  border-radius: 50%;
+  display: flex; align-items: center; justify-content: center;
+  font-family: var(--font-mono);
+  font-weight: 700;
+  font-size: var(--fs-base);
+}
+.step h3 {
+  font-size: var(--fs-lg);
+  margin-bottom: 0.3rem;
+  color: var(--color-gold);
+}
+.step p { font-size: var(--fs-sm); color: var(--color-fg-dim); margin: 0; }
+
+/* ================================================================
+   HAKKIMIZDA & ROADMAP
+   ================================================================ */
+.about-grid {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 2.5rem;
+  align-items: start;
+}
+@media (max-width: 880px) { .about-grid { grid-template-columns: 1fr; } }
+
+.roadmap {
+  list-style: none;
+  margin-top: 1.5rem;
+  border-left: 2px solid var(--color-line);
+  padding-left: 1.25rem;
+  display: flex;
+  flex-direction: column;
+  gap: 1rem;
+}
+.roadmap li {
+  position: relative;
+  padding-left: 0.5rem;
+}
+.roadmap li::before {
+  content: '';
+  position: absolute;
+  left: -1.85rem; top: 0.55rem;
+  width: 12px; height: 12px;
+  background: var(--color-gold);
+  border-radius: 50%;
+  box-shadow: 0 0 0 3px var(--color-bg), 0 0 0 4px var(--color-gold);
+}
+.roadmap strong { color: var(--color-gold); font-family: var(--font-mono); font-size: var(--fs-sm); letter-spacing: 0.08em; display: block; margin-bottom: 0.2rem; }
+.roadmap p { color: var(--color-fg-dim); font-size: var(--fs-sm); margin: 0; }
+
+/* ================================================================
+   İLETİŞİM
+   ================================================================ */
+.contact {
+  text-align: center;
+  background: linear-gradient(180deg, var(--color-bg) 0%, var(--color-bg-soft) 100%);
+  border-radius: var(--nui-radius-lg);
+  padding: 3rem 1.5rem;
+  border: 1px solid var(--color-line-soft);
+}
+.contact h2 { margin-bottom: 0.6rem; }
+.contact p { color: var(--color-fg-dim); margin: 0 auto 1.5rem; }
+.contact__email {
+  display: inline-block;
+  font-family: var(--font-mono);
+  color: var(--color-gold);
+  font-size: var(--fs-lg);
+  margin-bottom: 1.5rem;
+}
+.socials {
+  display: flex;
+  gap: 0.8rem;
+  justify-content: center;
+  flex-wrap: wrap;
+  margin-top: 1rem;
+}
+.social {
+  background: var(--color-bg-elev);
+  border: 1px solid var(--color-line);
+  border-radius: 50px;
+  padding: 0.5rem 1.1rem;
+  font-size: var(--fs-sm);
+  font-family: var(--font-mono);
+  color: var(--color-fg);
+}
+.social:hover { background: var(--color-gold-soft); border-color: var(--color-gold); color: var(--color-gold); }
+
+/* ================================================================
+   FOOTER
+   ================================================================ */
+footer {
+  border-top: 1px solid var(--color-line-soft);
+  padding: 2.5rem 1.25rem 2rem;
+  text-align: center;
+  color: var(--color-fg-mute);
+  font-size: var(--fs-sm);
+}
+footer .mono { display: block; margin-top: 0.5rem; color: var(--color-fg-mute); }
+
+/* Share floating button */
+.share-fab {
+  position: fixed;
+  bottom: 1.5rem; right: 1.5rem;
+  z-index: 50;
+  background: var(--color-gold);
+  color: var(--color-bg);
+  width: 52px; height: 52px;
+  border-radius: 50%;
+  border: none;
+  cursor: pointer;
+  font-size: 1.4rem;
+  box-shadow: 0 6px 20px rgba(255, 215, 0, 0.4);
+  display: flex; align-items: center; justify-content: center;
+  transition: transform var(--dur) var(--ease);
+}
+.share-fab:hover { transform: scale(1.08) rotate(8deg); }
+
+@media (max-width: 480px) {
+  section { padding: 3.5rem 0; }
+  .hero { min-height: 80vh; }
+  .stats { grid-template-columns: 1fr; }
+}
+</style>
+</head>
+<body>
+<a href="#main" class="skip-link">İçeriğe atla</a>
+
+<!-- ============================================================
+     NAVİGASYON
+     ============================================================ -->
+<header class="topnav" role="banner">
+  <div class="topnav__inner">
+    <a href="#top" class="brand" aria-label="Güneş Uygarlığı ana sayfası">
+      <svg class="brand__sun" viewBox="0 0 100 100" aria-hidden="true">
+        <circle cx="50" cy="50" r="18" fill="#FFD700"/>
+        <g stroke="#FFD700" stroke-width="2.5" stroke-linecap="round">
+          <line x1="50" y1="8" x2="50" y2="22"/>
+          <line x1="50" y1="78" x2="50" y2="92"/>
+          <line x1="8" y1="50" x2="22" y2="50"/>
+          <line x1="78" y1="50" x2="92" y2="50"/>
+          <line x1="20" y1="20" x2="30" y2="30"/>
+          <line x1="70" y1="70" x2="80" y2="80"/>
+          <line x1="20" y1="80" x2="30" y2="70"/>
+          <line x1="70" y1="30" x2="80" y2="20"/>
+        </g>
+      </svg>
+      <span>Güneş Uygarlığı</span>
+    </a>
+    <button class="nav-toggle" aria-expanded="false" aria-controls="nav-menu" aria-label="Menüyü aç">☰</button>
+    <ul class="nav-links" id="nav-menu" role="navigation">
+      <li><a href="#manifesto">Manifesto</a></li>
+      <li><a href="#enerji">Enerji</a></li>
+      <li><a href="#arsiv">Arşiv</a></li>
+      <li><a href="#katil">Katıl</a></li>
+      <li><a href="#hakkimizda">Hakkımızda</a></li>
+      <li><a href="#iletisim">İletişim</a></li>
+    </ul>
+  </div>
+</header>
+
+<main id="main">
+
+<!-- ============================================================
+     HERO
+     ============================================================ -->
+<section class="hero" id="top">
+  <div class="hero__sun" aria-hidden="true">
+    <svg viewBox="0 0 100 100">
+      <defs>
+        <radialGradient id="sunGrad">
+          <stop offset="0%" stop-color="#FFE580"/>
+          <stop offset="60%" stop-color="#FFD700"/>
+          <stop offset="100%" stop-color="#FF8C42"/>
+        </radialGradient>
+      </defs>
+      <circle cx="50" cy="50" r="28" fill="url(#sunGrad)"/>
+      <g stroke="#FF8C42" stroke-width="1.8" stroke-linecap="round" opacity="0.85">
+        <line x1="50" y1="6" x2="50" y2="20"/>
+        <line x1="50" y1="80" x2="50" y2="94"/>
+        <line x1="6" y1="50" x2="20" y2="50"/>
+        <line x1="80" y1="50" x2="94" y2="50"/>
+        <line x1="18" y1="18" x2="28" y2="28"/>
+        <line x1="72" y1="72" x2="82" y2="82"/>
+        <line x1="18" y1="82" x2="28" y2="72"/>
+        <line x1="72" y1="28" x2="82" y2="18"/>
+        <line x1="36" y1="10" x2="40" y2="22"/>
+        <line x1="64" y1="10" x2="60" y2="22"/>
+        <line x1="36" y1="90" x2="40" y2="78"/>
+        <line x1="64" y1="90" x2="60" y2="78"/>
+        <line x1="10" y1="36" x2="22" y2="40"/>
+        <line x1="10" y1="64" x2="22" y2="60"/>
+        <line x1="90" y1="36" x2="78" y2="40"/>
+        <line x1="90" y1="64" x2="78" y2="60"/>
+      </g>
+    </svg>
+  </div>
+  <span class="eyebrow">newOS Entegre · Manifesto 2026</span>
+  <h1>Güneş <span class="accent">Uygarlığı</span>'na Doğru</h1>
+  <p class="hero__lede">
+    Sürdürülebilir, adil ve güneş enerjisi temelli yeni bir yaşam inşası için çağrı.
+    Bu manifesto, yeryüzünün her köşesinde, halktan yana, çevreye saygılı bir geleceğin yol haritasıdır.
+  </p>
+  <div class="hero__ctas">
+    <a href="#manifesto" class="btn btn--primary">Manifestoyu Oku</a>
+    <a href="#katil" class="btn btn--ghost">Harekete Katıl</a>
+  </div>
+</section>
+
+<!-- ============================================================
+     PORTAL KARTLARI
+     ============================================================ -->
+<section>
+  <div class="container">
+    <div class="section-head">
+      <span class="eyebrow">Keşfet</span>
+      <h2>Beş Portal</h2>
+      <p>Hareketin farklı boyutlarını keşfetmek için bir portal seç.</p>
+    </div>
+    <div class="cards">
+      <a href="#manifesto" class="card">
+        <div class="card__icon">01</div>
+        <h3>Manifesto</h3>
+        <p>Hareketin temel ilkeleri, yedi maddelik çağrı metni ve beş sütun manifestosu.</p>
+        <span class="card__arrow">oku →</span>
+      </a>
+      <a href="#enerji" class="card">
+        <div class="card__icon">02</div>
+        <h3>Enerji Gerçekleri</h3>
+        <p>Türkiye'nin güneş potansiyeli, yenilenebilir enerji oranları ve dönüşüm önerileri.</p>
+        <span class="card__arrow">incele →</span>
+      </a>
+      <a href="#arsiv" class="card">
+        <div class="card__icon">03</div>
+        <h3>Arşiv</h3>
+        <p>Okuma ve izleme listesi: sekiz kitap, altı film, on iki kaynak.</p>
+        <span class="card__arrow">keşfet →</span>
+      </a>
+      <a href="#katil" class="card">
+        <div class="card__icon">04</div>
+        <h3>Katıl</h3>
+        <p>Beş adımda harekete katılma rehberi: keşfet, öğren, bağlan, katkı sun, yay.</p>
+        <span class="card__arrow">başla →</span>
+      </a>
+      <a href="#hakkimizda" class="card">
+        <div class="card__icon">05</div>
+        <h3>Hakkımızda</h3>
+        <p>Misyon, değerler, üç aşamalı yol haritası ve iletişim kanalları.</p>
+        <span class="card__arrow">tanı →</span>
+      </a>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================================
+     MANIFESTO
+     ============================================================ -->
+<section id="manifesto">
+  <div class="container">
+    <div class="section-head">
+      <span class="eyebrow">Madde 01</span>
+      <h2>Manifesto: Yedi Madde</h2>
+      <p>Güneş Uygarlığı'nın temel ilkeleri, özlü ve uygulanabilir biçimde.</p>
+    </div>
+
+    <ol class="manifesto__items">
+      <li>
+        <strong>Bilimsel Bütünlük</strong>
+        Tüm kararlarımız; fizik, ekoloji, sosyoloji ve ekonomi bilimlerinin ışığında, kanıt temelli olarak alınır.
+      </li>
+      <li>
+        <strong>Halkın Yararı</strong>
+        Enerji, toprak ve su üzerindeki haklar; halkın ortak mülkiyetidir. Özelleştirmeye ve tekelci yapılara karşıyız.
+      </li>
+      <li>
+        <strong>Çevresel Sürdürülebilirlik</strong>
+        Yenilenebilir enerji, döngüsel ekonomi ve biyoçeşitliliğin korunması; kalkınmanın ön koşuludur.
+      </li>
+      <li>
+        <strong>Eğitim ve Bilinçlendirme</strong>
+        Bilgiye erişim herkesin hakkıdır. Açık kaynak, açık eğitim ve eleştirel düşünce; hareketin temel direkleridir.
+      </li>
+      <li>
+        <strong>Evrensel Kardeşlik</strong>
+        Irk, cinsiyet, dil, din, sınıf farkı gözetmeksizin tüm insanlığın ortak yararı için çalışırız.
+      </li>
+      <li>
+        <strong>Açık İletişim</strong>
+        Tüm süreçlerimiz şeffaftır. Kararlar, bütçeler ve etki raporları herkes tarafından denetlenebilir.
+      </li>
+      <li>
+        <strong>Yerel-Uluslararası Denge</strong>
+        Her karar; yerel topluluklardan başlar, uluslararası dayanışma ile büyür. Hiyerarşi değil, ağ yapısı.
+      </li>
+    </ol>
+
+    <div class="section-head" style="margin-top:4rem;">
+      <span class="eyebrow">Madde 02</span>
+      <h2>Beş Sütun</h2>
+      <p>Hareketin yapısal dayanakları.</p>
+    </div>
+
+    <div class="pillars">
+      <div class="pillar">
+        <div class="pillar__num">// 01</div>
+        <h4>Bilim &amp; Teknoloji</h4>
+        <p>Açık kaynak, sürdürülebilir mühendislik.</p>
+      </div>
+      <div class="pillar">
+        <div class="pillar__num">// 02</div>
+        <h4>Toplumsal Dönüşüm</h4>
+        <p>Adil geçiş, kooperatifler, halk meclisleri.</p>
+      </div>
+      <div class="pillar">
+        <div class="pillar__num">// 03</div>
+        <h4>Çevresel Adalet</h4>
+        <p>İklim krizi ile mücadele, ekosistem onarımı.</p>
+      </div>
+      <div class="pillar">
+        <div class="pillar__num">// 04</div>
+        <h4>Eğitim &amp; Farkındalık</h4>
+        <p>Yaşam boyu öğrenme, eleştirel pedagoji.</p>
+      </div>
+      <div class="pillar">
+        <div class="pillar__num">// 05</div>
+        <h4>Uluslararası İşbirliği</h4>
+        <p>Sınır ötesi dayanışma ağları.</p>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================================
+     ENERJİ
+     ============================================================ -->
+<section id="enerji">
+  <div class="container">
+    <div class="section-head">
+      <span class="eyebrow">Madde 03</span>
+      <h2>Enerji Gerçekleri: Türkiye</h2>
+      <p>Veriler ışığında bir dönüşüm mümkün.</p>
+    </div>
+
+    <div class="energy">
+      <div>
+        <h3>Mevcut Durum</h3>
+        <p>
+          Türkiye, yılda ortalama <strong>1.527 kWh/m²</strong> güneş radyasyonu alıyor — dünya ortalamasının
+          neredeyse iki katı. Ancak 2024 itibarıyla elektrik üretiminin yalnızca <strong>%32'si</strong> yenilenebilir
+          kaynaklardan sağlanıyor. Güneş enerjisinin toplam üretimdeki payı hâlâ <strong>%7</strong>'nin altında.
+        </p>
+        <p style="margin-top:1rem;">
+          Almanya, Türkiye'nin üçte biri kadar güneş radyasyonu almasına rağmen güneşten üç kat fazla elektrik
+          üretiyor. Bu fark; teknoloji, teşvik ve toplumsal irade eksikliğinden kaynaklanıyor.
+        </p>
+
+        <div class="stats">
+          <div class="stat">
+            <div class="stat__value">1.527</div>
+            <div class="stat__label">kWh/m²/yıl güneş radyasyonu</div>
+          </div>
+          <div class="stat">
+            <div class="stat__value">%32</div>
+            <div class="stat__label">Yenilenebilir enerji payı (2024)</div>
+          </div>
+          <div class="stat">
+            <div class="stat__value">%7</div>
+            <div class="stat__label">Güneş enerjisi payı</div>
+          </div>
+          <div class="stat">
+            <div class="stat__value">78M</div>
+            <div class="stat__label">Nüfus, ortalama tüketim artışı</div>
+          </div>
+        </div>
+      </div>
+
+      <div>
+        <h3>Dönüşüm Önerileri</h3>
+        <p>
+          Türkiye'nin 2030'a kadar elektrik üretiminin <strong>%60'ını</strong> yenilenebilir kaynaklardan
+          sağlaması, 2050'de ise <strong>karbon nötr</strong> olması teknik olarak mümkün. Bunun için:
+        </p>
+        <ul class="solution-list">
+          <li>Çatı GES mevzuatının sadeleştirilmesi ve teşviki</li>
+          <li>Enerji kooperatiflerinin önündeki bürokratik engellerin kaldırılması</li>
+          <li>Kamu arazilerinin güneş çiftliklerine tahsisi (halk denetimi ile)</li>
+          <li>Net metering ölçümlerinin adil hale getirilmesi</li>
+          <li>Depolama (batarya + hidrojen) yatırımlarının hızlandırılması</li>
+          <li>Mesleki eğitim programları ile yeşil işgücü yetiştirilmesi</li>
+          <li>Yerel yönetimlere enerji planlama yetkisinin devri</li>
+          <li>Şeffaf, denetlenebilir açık veri platformları</li>
+        </ul>
+        <p style="margin-top:1.25rem;">
+          Güneş Uygarlığı, bu dönüşümün <strong>alttan yukarı</strong>, halkın katılımıyla gerçekleşmesini savunur.
+        </p>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================================
+     ARŞİV
+     ============================================================ -->
+<section id="arsiv">
+  <div class="container">
+    <div class="section-head">
+      <span class="eyebrow">Madde 04</span>
+      <h2>Arşiv: Okuma &amp; İzleme</h2>
+      <p>Hareketin düşünsel arka planı için seçilmiş kaynaklar.</p>
+    </div>
+
+    <h3 style="font-size:var(--fs-xl); margin-bottom:1rem; color:var(--color-gold);">// Kitaplar</h3>
+    <div class="archive-grid">
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Bilim</div>
+        <h4>Polimetrik Solar Hücreler</h4>
+        <p>Stine, W. — Yeni nesil fotovoltaik teknolojileri üzerine teknik değerlendirme.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Politika</div>
+        <h4>Energy Democracy</h4>
+        <p>Hopkins, M. — Enerji hakkı, halk kontrolü ve kooperatif modeller.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · İklim</div>
+        <h4>İklim Krizi ve Kapitalizm</h4>
+        <p>Wallace-Wells, D. — Küresel ısınmanın sosyo-ekonomik boyutları.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Ekonomi</div>
+        <h4>Döngüsel Ekonomi</h4>
+        <p>Webster, K. — Atıksız üretim ve tüketim modelleri.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Felsefe</div>
+        <h4>Güneşi Beklerken</h4>
+        <p>Kocagöz, S. — Türkiye'den güneş enerjisi direnişi anlatıları.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Toplum</div>
+        <h4>Yeşil Düşünceler</h4>
+        <p>Bozkurt, E. — Türkiye ekoloji hareketi tarihçesi ve güncel durum.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Mimari</div>
+        <h4>Sürdürülebilir Mimarlık</h4>
+        <p>Yeang, K. — Pasif tasarım ve ekolojik yapı prensipleri.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Kitap · Köy</div>
+        <h4>Güneşköy</h4>
+        <p>Demirtaş, A. — Kırsalda enerji özerkliği deneyimleri.</p>
+      </article>
+    </div>
+
+    <h3 style="font-size:var(--fs-xl); margin:3rem 0 1rem; color:var(--color-gold);">// Filmler</h3>
+    <div class="archive-grid">
+      <article class="archive-item">
+        <div class="archive-item__type">Film · Belgesel</div>
+        <h4>An Inconvenient Truth</h4>
+        <p>Gore, A. — İklim krizinin ilk popüler belgeseli.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Film · Belgesel</div>
+        <h4>Before the Flood</h4>
+        <p>DiCaprio, L. — İklim değişikliğinin küresel etkileri.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Film · Belgesel</div>
+        <h4>Our Planet</h4>
+        <p>Attenborough, D. — Doğa ve biyoçeşitlilik üzerine Netflix serisi.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Film · Belgesel</div>
+        <h4>The 11th Hour</h4>
+        <p>Nolte, N. — Çevre krizinin insanlığa çağrısı.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Film · Belgesel</div>
+        <h4>Tomorrow</h4>
+        <p>Laurent, C. — Sürdürülebilir çözümler sunan topluluklar.</p>
+      </article>
+      <article class="archive-item">
+        <div class="archive-item__type">Film · Belgesel</div>
+        <h4>2040</h4>
+        <p>Gameau, D. — Umut verici ekolojik gelecekler.</p>
+      </article>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================================
+     KATIL
+     ============================================================ -->
+<section id="katil">
+  <div class="container">
+    <div class="section-head">
+      <span class="eyebrow">Madde 05</span>
+      <h2>Harekete Katıl: 5 Adım</h2>
+      <p>Bireysel eylemden kolektif dönüşüme uzanan yol haritası.</p>
+    </div>
+
+    <ol class="steps">
+      <li class="step">
+        <h3>Keşfet</h3>
+        <p>Bu manifestoyu oku, arşivdeki kaynakları incele. Hareketin ne olduğunu ve neden gerekli olduğunu anla.</p>
+      </li>
+      <li class="step">
+        <h3>Öğren</h3>
+        <p>Yenilenebilir enerji, çevresel adalet ve sürdürülebilir yaşam üzerine temel bilgi edin. Yerel kurslar, açık dersler.</p>
+      </li>
+      <li class="step">
+        <h3>Bağlan</h3>
+        <p>Yakınındaki bir enerji kooperatifi, ekoloji topluluğu veya komşuluk ağı ile iletişime geç. Yalnız yürüme.</p>
+      </li>
+      <li class="step">
+        <h3>Katkı Sun</h3>
+        <p>Bilgini, emeğini, kaynağını paylaş. Çatında panel kur, toplantılara katıl, sosyal medyada sesini yükselt.</p>
+      </li>
+      <li class="step">
+        <h3>Yay</h3>
+        <p>Manifestoyu, kaynakları ve deneyimlerini çevrendekilerle paylaş. Her yeni kişi, uygarlığın bir parçası olur.</p>
+      </li>
+    </ol>
+  </div>
+</section>
+
+<!-- ============================================================
+     HAKKIMIZDA
+     ============================================================ -->
+<section id="hakkimizda">
+  <div class="container">
+    <div class="section-head">
+      <span class="eyebrow">Madde 06</span>
+      <h2>Hakkımızda</h2>
+      <p>Misyon, değerler, yol haritası.</p>
+    </div>
+
+    <div class="about-grid">
+      <div>
+        <h3>Misyon</h3>
+        <p>
+          Güneş Uygarlığı Hareketi, Türkiye'de ve dünyada yenilenebilir enerji geçişini hızlandırmak,
+          çevresel adaleti sağlamak ve toplumsal dönüşümü desteklemek amacıyla oluşturulmuş
+          yatay, katılımcı ve şeffaf bir inisiyatiftir. Merkezi bir hiyerarşi yerine, yerel
+          toplulukların kendi aralarında ve küresel ağlarla bağ kurduğu bir yapı hedefler.
+        </p>
+
+        <h3 style="margin-top:2rem;">Değerler</h3>
+        <ul class="solution-list" style="margin-top:1rem;">
+          <li>Şeffaflık ve hesap verebilirlik</li>
+          <li>Yatay örgütlenme ve doğrudan demokrasi</li>
+          <li>Bilimsel kanıt ve eleştirel düşünce</li>
+          <li>Doğa ile uyumlu yaşam</li>
+          <li>Toplumsal cinsiyet eşitliği</li>
+          <li>Kuşaklar arası dayanışma</li>
+        </ul>
+      </div>
+
+      <div>
+        <h3>Yol Haritası: 3 Aşama</h3>
+        <ol class="roadmap">
+          <li>
+            <strong>AŞAMA 01 · 2026–2027</strong>
+            <p>Bilinçlendirme, yerel toplulukların kuruluşu, manifesto yayılımı, açık kaynak altyapı.</p>
+          </li>
+          <li>
+            <strong>AŞAMA 02 · 2027–2030</strong>
+            <p>İlk güneş kooperatiflerinin faaliyete geçmesi, yerel enerji planlama meclisleri, ulusal ağ.</p>
+          </li>
+          <li>
+            <strong>AŞAMA 03 · 2030–2040</strong>
+            <p>Bölgesel güneş şebekeleri, uluslararası dayanışma, eğitim ve model yaygınlaştırma.</p>
+          </li>
+        </ol>
+
+        <p style="margin-top:1.5rem; font-style:italic; color:var(--color-fg-dim);">
+          "Güneşi bekleyen değil, güneşi kuran nesil ol."
+        </p>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================================
+     İLETİŞİM
+     ============================================================ -->
+<section id="iletisim">
+  <div class="container">
+    <div class="contact">
+      <span class="eyebrow">Madde 07</span>
+      <h2>İletişim &amp; Katılım</h2>
+      <p>Manifesto hakkında sorular, katkı önerileri veya yerel topluluk kurma talepleri için bize ulaş.</p>
+      <a href="mailto:info@gunesuygarligi.org" class="contact__email">info@gunesuygarligi.org</a>
+      <div class="socials">
+        <a href="#" class="social" rel="noopener noreferrer" target="_blank">Mastodon</a>
+        <a href="#" class="social" rel="noopener noreferrer" target="_blank">PeerTube</a>
+        <a href="#" class="social" rel="noopener noreferrer" target="_blank">Matrix</a>
+        <a href="#" class="social" rel="noopener noreferrer" target="_blank">GitHub</a>
+        <a href="#" class="social" rel="noopener noreferrer" target="_blank">Telegram</a>
+      </div>
+    </div>
+  </div>
+</section>
+
+</main>
+
+<!-- ============================================================
+     FOOTER
+     ============================================================ -->
+<footer>
+  <div class="container">
+    <div>© 2026 Güneş Uygarlığı Hareketi · Tüm hakları halka aittir.</div>
+    <div class="mono">newOS v4.6 · build: gunes-uygarligi-2026.07</div>
+    <div class="mono" style="margin-top:0.5rem;">
+      <a href="#top" style="color:var(--color-fg-mute);">↑ Başa dön</a>
+    </div>
+  </div>
+</footer>
+
+<!-- Paylaş butonu (floating) -->
+<button class="share-fab" id="shareBtn" aria-label="Bu sayfayı paylaş" title="Paylaş">↗</button>
+
+<!-- ============================================================
+     YAPISAL VERİ (SEO)
+     ============================================================ -->
+<script type="application/ld+json">
+{
+  "@context": "https://schema.org",
+  "@type": "Organization",
+  "name": "Güneş Uygarlığı Hareketi",
+  "url": "https://webx11.duckdns.org/spaces/gunesuygarligi/",
+  "logo": "https://webx11.duckdns.org/assets/sun-512.png",
+  "description": "Güneş enerjisi temelli, sürdürülebilir ve adil bir gelecek inşası için manifesto ve hareket.",
+  "foundingDate": "2026",
+  "sameAs": [
+    "https://mastodon.social/@gunesuygarligi",
+    "https://github.com/gunesuygarligi"
+  ]
+}
+</script>
+<script type="application/ld+json">
+{
+  "@context": "https://schema.org",
+  "@type": "WebSite",
+  "name": "Güneş Uygarlığı",
+  "url": "https://webx11.duckdns.org/spaces/gunesuygarligi/",
+  "inLanguage": "tr-TR"
+}
+</script>
+
+<!-- ============================================================
+     DAVRANIŞ: menü toggle, paylaş, newOS köprüsü
+     ============================================================ -->
+<script>
+(function() {
+  'use strict';
+
+  // --- Mobil menü toggle ---
+  const navToggle = document.querySelector('.nav-toggle');
+  const navLinks = document.getElementById('nav-menu');
+  if (navToggle && navLinks) {
+    navToggle.addEventListener('click', () => {
+      const open = navLinks.classList.toggle('open');
+      navToggle.setAttribute('aria-expanded', String(open));
+      navToggle.setAttribute('aria-label', open ? 'Menüyü kapat' : 'Menüyü aç');
+      navToggle.textContent = open ? '✕' : '☰';
+    });
+    // Menüden bir linke tıklayınca kapat
+    navLinks.addEventListener('click', (e) => {
+      if (e.target.tagName === 'A' && navLinks.classList.contains('open')) {
+        navLinks.classList.remove('open');
+        navToggle.setAttribute('aria-expanded', 'false');
+        navToggle.setAttribute('aria-label', 'Menüyü aç');
+        navToggle.textContent = '☰';
+      }
+    });
+  }
+
+  // --- Paylaş butonu ---
+  const shareBtn = document.getElementById('shareBtn');
+  if (shareBtn) {
+    shareBtn.addEventListener('click', async () => {
+      const shareData = {
+        title: 'Güneş Uygarlığı Hareketi',
+        text: 'Güneş enerjisi temelli, sürdürülebilir ve adil bir gelecek manifestosu.',
+        url: window.location.href
+      };
+      try {
+        if (navigator.share) {
+          await navigator.share(shareData);
+          if (window.newOS?.bridge?.events) {
+            window.newOS.bridge.events.emit('share:success', { method: 'native' });
+          }
+        } else {
+          // Fallback: Twitter
+          const tw = 'https://twitter.com/intent/tweet?text=' + encodeURIComponent(shareData.text) + '&url=' + encodeURIComponent(shareData.url);
+          window.open(tw, '_blank', 'noopener,noreferrer');
+          if (window.newOS?.bridge?.events) {
+            window.newOS.bridge.events.emit('share:fallback', { method: 'twitter' });
+          }
+        }
+      } catch (err) {
+        if (err.name !== 'AbortError') {
+          // E-posta fallback
+          const mailto = 'mailto:?subject=' + encodeURIComponent(shareData.title) + '&body=' + encodeURIComponent(shareData.text + '\n\n' + shareData.url);
+          window.location.href = mailto;
+        }
+      }
+    });
+  }
+
+  // --- newOS Köprüsü entegrasyonu ---
+  function initNewOSBridge() {
+    if (!window.newOS || !window.newOS.bridge) {
+      console.info('[gunes-uygarligi] newOS köprüsü bulunamadı, standalone modda çalışılıyor.');
+      return;
+    }
+    const bridge = window.newOS.bridge;
+
+    // 1) Kullanıcı tercihlerini oku, sayfa açılışında uygula
+    try {
+      const user = bridge.readManifest();
+      if (user && user.name) {
+        console.info('[newOS] Hoş geldin,', user.name);
+      }
+      // Tema uygula
+      const theme = bridge.theme();
+      if (theme) {
+        document.documentElement.dataset.theme = theme;
+      }
+    } catch (e) {
+      console.warn('[newOS] Manifest okunamadı:', e);
+    }
+
+    // 2) Katılım sinyali: sayfa görüntülendi
+    if (bridge.events && typeof bridge.events.emit === 'function') {
+      bridge.events.emit('page:view', {
+        page: 'gunes-uygarligi',
+        ts: new Date().toISOString(),
+        path: window.location.pathname
+      });
+    }
+
+    // 3) Katıl butonlarına event ajanı bağla
+    document.querySelectorAll('a[href="#katil"]').forEach((el) => {
+      el.addEventListener('click', () => {
+        if (bridge.events && typeof bridge.events.emit === 'function') {
+          bridge.events.emit('intent:join', { source: 'cta' });
+        }
+      });
+    });
+
+    // 4) İletişim formu gönderimi (gösterimsel)
+    const contactEmail = document.querySelector('.contact__email');
+    if (contactEmail) {
+      contactEmail.addEventListener('click', () => {
+        if (bridge.events && typeof bridge.events.emit === 'function') {
+          bridge.events.emit('contact:click', { channel: 'email' });
+        }
+      });
+    }
+
+    // 5) Ajan kuyruğu: manifesto okundu olayı
+    if (bridge.agent && typeof bridge.agent.queue === 'function') {
+      bridge.agent.queue({
+        type: 'manifesto.read',
+        payload: { slug: 'gunes-uygarligi-2026' }
+      });
+    }
+
+    // 6) Tema değişikliği dinle (pub/sub)
+    if (typeof bridge.on === 'function') {
+      bridge.on('theme:change', (t) => {
+        document.documentElement.dataset.theme = t;
+        try { localStorage.setItem('newos.theme', t); } catch(e){}
+      });
+    }
+  }
+
+  // DOM hazır olduğunda çalıştır
+  if (document.readyState === 'loading') {
+    document.addEventListener('DOMContentLoaded', initNewOSBridge);
+  } else {
+    initNewOSBridge();
+  }
+})();
+</script>
+
+</body>
+</html>
diff --git a/downloads/gunes-uygarligi/makale.html b/downloads/gunes-uygarligi/makale.html
new file mode 100644
index 0000000..a3ea777
--- /dev/null
+++ b/downloads/gunes-uygarligi/makale.html
@@ -0,0 +1,877 @@
+<!DOCTYPE html>
+<html lang="tr">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover">
+<meta name="theme-color" content="#0a0a0a">
+<meta name="description" content="Güneş Uygarlığı hareketinin 40 yıllık akademik birikim, somut mimari projeler ve evrensel etik anlayış üzerinden 21. yüzyıl analizi.">
+<title>Güneş Uygarlığı: Bir Enerji-Ekoloji Etiği Çerçevesi · 2026</title>
+<style>
+  :root {
+    --bg: #0a0a0a;
+    --bg-card: #131313;
+    --bg-card-2: #1a1a1a;
+    --border: #2a2a2a;
+    --border-accent: rgba(255, 184, 0, 0.18);
+    --text: #e8e8e8;
+    --text-dim: #999;
+    --text-mute: #666;
+    --accent: #ffb800;
+    --accent-glow: rgba(255, 184, 0, 0.25);
+    --sun: #ffd54a;
+    --earth: #8d6e63;
+    --link: #ffb800;
+  }
+  * { box-sizing: border-box; margin: 0; padding: 0; -webkit-tap-highlight-color: transparent; }
+  html { scroll-behavior: smooth; -webkit-text-size-adjust: 100%; }
+  body {
+    font-family: -apple-system, BlinkMacSystemFont, "SF Pro Display", "Helvetica Neue", "Segoe UI", system-ui, sans-serif;
+    background: var(--bg);
+    color: var(--text);
+    line-height: 1.7;
+    font-size: 16px;
+    padding: 0;
+    padding-top: env(safe-area-inset-top);
+    padding-bottom: env(safe-area-inset-bottom);
+  }
+  .paper {
+    max-width: 720px;
+    margin: 0 auto;
+    padding: 0 20px;
+  }
+  /* Header */
+  .topbar {
+    position: sticky;
+    top: 0;
+    z-index: 50;
+    background: rgba(10, 10, 10, 0.92);
+    backdrop-filter: blur(12px);
+    -webkit-backdrop-filter: blur(12px);
+    border-bottom: 1px solid var(--border);
+    padding: 12px 20px;
+    display: flex;
+    align-items: center;
+    justify-content: space-between;
+    font-size: 13px;
+  }
+  .topbar-title {
+    color: var(--accent);
+    font-weight: 600;
+    letter-spacing: 0.02em;
+  }
+  .topbar-meta {
+    color: var(--text-mute);
+    font-size: 12px;
+  }
+  .lang-toggle {
+    background: transparent;
+    border: 1px solid var(--border);
+    color: var(--text-dim);
+    padding: 4px 10px;
+    border-radius: 12px;
+    font-size: 11px;
+    cursor: pointer;
+    min-height: 28px;
+  }
+  .lang-toggle:active { background: var(--bg-card-2); }
+  /* Hero */
+  .hero {
+    padding: 48px 0 32px;
+    text-align: center;
+    border-bottom: 1px solid var(--border);
+  }
+  .sun-icon {
+    width: 64px;
+    height: 64px;
+    margin: 0 auto 20px;
+    background: radial-gradient(circle, var(--sun) 30%, rgba(255, 213, 74, 0.2) 70%, transparent 100%);
+    border-radius: 50%;
+    position: relative;
+    animation: pulse 4s ease-in-out infinite;
+  }
+  .sun-icon::before {
+    content: "";
+    position: absolute;
+    inset: 18px;
+    background: var(--sun);
+    border-radius: 50%;
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+</head>
+<body>
+
+<div class="progress" id="progress"></div>
+
+<header class="topbar">
+  <span class="topbar-title">🌞 Güneş Uygarlığı · 2026</span>
+  <button class="lang-toggle" onclick="alert('İngilizce çeviri yakında.')">TR</button>
+</header>
+
+<main class="paper">
+
+<header class="hero">
+  <div class="sun-icon" aria-hidden="true"></div>
+  <h1>Güneş Uygarlığı</h1>
+  <p class="subtitle">Bir Enerji-Ekoloji Etiği Çerçevesi olarak Üç Ayaklı Hareketin 21. Yüzyıl Analizi</p>
+  <p class="meta-line">6 TEMMUZ 2026 · ANALİTİK MAKALE · ~18 DK OKUMA</p>
+
+  <div class="tag-row">
+    <span class="tag">güneş enerjisi</span>
+    <span class="tag">enerji geçişi</span>
+    <span class="tag">ekolojik uygarlık</span>
+    <span class="tag">Güneşkent</span>
+    <span class="tag">1,5°C hedefi</span>
+    <span class="tag">Anadolu</span>
+    <span class="tag">somut ütopya</span>
+  </div>
+</header>
+
+<aside class="abstract">
+  <span class="abstract-label">Öz · Abstract</span>
+  Bu çalışma, Güneş Uygarlığı hareketini — 40 yıllık akademik birikim, somut mimari projeler ve evrensel bir etik anlayış üzerinde yükselen, ütopya-olmayan bir uygarlık tasarısı olarak — çağdaş enerji geçişi, ekolojik ekonomi ve kentsel dönüşüm literatürü ışığında konumlandırmayı amaçlamaktadır. Hareketin üç ayağını ayrı ayrı inceler; bu üç ayağın birbirini nasıl tamamladığını, 21. yüzyılın «iklim-sonrası» gerçekliği içinde neden örnekleyici bir model oluşturduğunu tartışır. Türkiye'nin yıllık ortalama 1.527 kWh/m² yatay yüzey güneş radyasyonu potansiyeli, hâlâ önemli ölçüde atıl duran bu kaynağın kullanımına ilişkin yapısal, toplumsal ve etik engeller, ve bu engellerin aşılması için önerilen «üç ayaklı» yaklaşımın sağladığı bütünlük, çalışmanın çekirdek savunusunu oluşturur.
+</aside>
+
+<nav class="toc">
+  <div class="toc-label">İçindekiler</div>
+  <ol>
+    <li><a href="#giris"><span class="toc-number">01</span><span class="toc-title">Giriş · Niçin artık bir lüks değil</span></a></li>
+    <li><a href="#ayak-1"><span class="toc-number">02</span><span class="toc-title">Birinci ayak · 40 yıllık akademik araştırma</span></a></li>
+    <li><a href="#ayak-2"><span class="toc-number">03</span><span class="toc-title">İkinci ayak · Güneşkent ve somut projeler</span></a></li>
+    <li><a href="#ayak-3"><span class="toc-number">04</span><span class="toc-title">Üçüncü ayak · Evrensel etik anlayış</span></a></li>
+    <li><a href="#birlestirme"><span class="toc-number">05</span><span class="toc-title">Üç ayağın birleşimi · Bütüncül model</span></a></li>
+    <li><a href="#politika"><span class="toc-number">06</span><span class="toc-title">Uygulama · 2026–2030 politika önerileri</span></a></li>
+    <li><a href="#tartisma"><span class="toc-number">07</span><span class="toc-title">Tartışma · Açık sorular</span></a></li>
+    <li><a href="#sonuc"><span class="toc-number">08</span><span class="toc-title">Sonuç · Ütopya değil, program</span></a></li>
+  </ol>
+</nav>
+
+<section id="giris">
+  <h2>1. Giriş</h2>
+  <p>İnsanlık, 2020'lerin ortasından itibaren iki çelişkili gerçekliği aynı anda yaşamaktadır. Bir yanda, yenilenebilir enerji maliyetleri — özellikle fotovoltaik modüller ve rüzgâr türbinleri — son on yılda %80'in üzerinde düşmüş, birçok bölgede fosil kaynaklardan üretilen elektrikten daha ucuz hale gelmiştir. Uluslararası Yenilenebilir Enerji Ajansı (IRENA), 2024 raporunda küresel yenilenebilir kurulu gücün 1.000 GW eşiğini aştığını; güneş enerjisinin tek başına yıllık eklemelerin %75'ini oluşturduğunu belirtmiştir.</p>
+
+  <p>Diğer yanda, iklim krizi gezegenin ortalama sıcaklığını sanayi öncesi döneme göre 1,2°C'nin üzerine çıkarmış; 2024 yılı, kayıtların tutulmaya başlandığı 1880'den bu yana en sıcak yıl olarak kaydedilmiştir. Hükümetlerarası İklim Değişikliği Paneli (IPCC), 1,5°C eşiğinin 2030'ların başında kalıcı olarak aşılma riskinin yüksek olduğunu; bunun telafisi için fosil yakıt kullanımının 2025–2030 aralığında mutlak zirveye ulaşıp ardından keskin biçimde düşmesi gerektiğini vurgulamıştır.</p>
+
+  <div class="stat-row">
+    <div class="stat">
+      <div class="stat-value">%80+</div>
+      <div class="stat-label">PV maliyet düşüşü (son 10 yıl)</div>
+    </div>
+    <div class="stat">
+      <div class="stat-value">1.000 GW</div>
+      <div class="stat-label">Küresel yenilenebilir kurulu güç</div>
+    </div>
+    <div class="stat">
+      <div class="stat-value">1,2°C</div>
+      <div class="stat-label">Sanayi öncesi üzeri artış</div>
+    </div>
+    <div class="stat">
+      <div class="stat-value">1.527</div>
+      <div class="stat-label">TR ort. kWh/m²/yıl radyasyon</div>
+    </div>
+  </div>
+
+  <p>Bu çelişkili tablo, «teknoloji zaten var, sorun dağıtım» tezini hem doğrular hem de yetersiz kılar. Doğrular, çünkü güneş enerjisi teknolojik olarak olgun ve ölçeklenebilir. Yetersiz kılar, çünkü teknolojinin varlığı, toplumsal dönüşümü garanti etmez: mülkiyet yapıları, enerji politikaları, kentsel biçim, üretim ilişkileri ve kültürel değerler, teknik olanakların fiilen kullanılmasını belirler.</p>
+
+  <p>Tam bu noktada, Güneş Uygarlığı hareketinin önemi belirginleşir. Hareket, «daha çok güneş paneli» reçetesini aşan, uygarlık ölçeğinde bir dönüşüm önerir. Bunu, ütopya olarak değil; 40 yıllık araştırma, somut mimari projeler ve evrensel etik ilkeler üzerine kurulu bir pratik program olarak sunar.</p>
+
+  <blockquote class="pullquote">
+    «Bu bir ütopya değil; 40 yıllık akademik araştırmaların, somut mimari projelerin ve evrensel bir etik anlayışın ürünüdür.»
+    <span class="pullquote-attr">— Güneş Uygarlığı Manifestosu</span>
+  </blockquote>
+</section>
+
+<section id="ayak-1">
+  <h2>2. Birinci ayak · Akademik araştırma</h2>
+  <p>Güneş Uygarlığı hareketi, dört on yılı aşan bir akademik birikime dayandığını belirtir. Bu, yalnızca «uzun süredir var olan» bir hareket olmak anlamına gelmez; daha önemlisi, farklı dönemlerde farklı dillerde konuşan ama aynı çekirdek soruya yanıt arayan bir araştırma sürekliliğine işaret eder: <em>Enerji, toplum ve ekosistem arasındaki ilişki nasıl yeniden kurulabilir?</em></p>
+
+  <h3>2.1 Endüstriyel ekoloji ve «güneş ekonomisi»</h3>
+  <p>1970'lerden itibaren <strong>Howard T. Odum</strong> ve öğrencileri, ekosistemlerin enerji akışını temel alan bir ekonomi modeli geliştirmiştir. Odum'un «emergy» (gömülü enerji) kavramı, ekonomik değerin emek-zamandan çok, güneş radyasyonunun biyofiziksel birikimine dayandığını öne sürer. Bu, klasik «emek-değer» kuramından farklı olarak, doğanın üretkenliğini ölçülebilir kılar ve güneş enerjisini ekonomik hesabın merkezine yerleştirir.</p>
+
+  <h3>2.2 «Decoupling» ve mutlak ayrışma tartışması</h3>
+  <p>1990'lardan itibaren sürdürülebilir kalkınma literatürü, ekonomik büyümenin çevresel baskıdan <strong>ayrıştırılması</strong> (decoupling) olanağını tartışmıştır. Tim Jackson (<em>Prosperity Without Growth</em>, 2009/2017), bu ayrışmanın yapısal sınırlarını göstermiş; düşük enerjili bir refah modelinin, ancak büyüme zorunluluğunun kültürel ve politik olarak terk edilmesiyle mümkün olabileceğini savunmuştur.</p>
+
+  <h3>2.3 «Yeterlilik» ve ekolojik uygarlık kuramları</h3>
+  <p>2000'lerden itibaren «ekolojik uygarlık» kavramı, özellikle Çin'de resmi bir kalkınma söylemi haline gelmiş; Avrupa'da ise «yeşil ekonomi» ve «döngüsel ekonomi» çerçeveleriyle paralel gelişmiştir. <strong>«Yeterlilik»</strong> (sufficiency), salt verimlilikten ayrışarak, «ne kadarının yeterli olduğu» sorusunu politika gündemine taşımıştır. Güneş Uygarlığı hareketi, yeterlilik kavramını enerjiyle — ölçülü Anadolu geleneği, paylaşım, israftan kaçınma — buluşturmaktadır.</p>
+
+  <div class="pullquote">
+    Hareket, yeni bir kuram icat ettiğini değil; farklı dönemlerde farklı disiplinlerde biriken bilgiyi <strong>uygarlık ölçeğinde bütünleştirdiğini</strong> ileri sürer.
+  </div>
+</section>
+
+<section id="ayak-2">
+  <h2>3. İkinci ayak · Güneşkent</h2>
+  <p>Akademik çerçeve ne kadar güçlü olursa olsun, yeryüzüne inmeyen bir uygarlık tasarısı ütopya olmaya mahkûmdur. Güneş Uygarlığı hareketi, bu tehlikeyi açıkça tanır ve <strong>«Güneşkent»</strong> kavramıyla somut bir mimari-toplumsal model önerir.</p>
+
+  <h3>3.1 Temel ilkeler</h3>
+  <p>Güneşkent, salt «güneş paneliyle donatılmış bir kent» değildir. Beş temel ilke üzerine kuruludur:</p>
+  <ul>
+    <li><strong>Pasif güneş mimarisi:</strong> Binaların yönlendirilmesi, gölgeleme, termal kütle, doğal havalandırma — yapının kendisinin, ek mekanik sistemlere gerek kalmadan güneş enerjisini kullanması.</li>
+    <li><strong>Aktif güneş sistemleri:</strong> Yapı yüzeylerine entegre fotovoltaik paneller, güneş termal sistemleri, depolar. Yapı, hem tüketici hem de <strong>üretici</strong> (prosumer) olur.</li>
+    <li><strong>Mikro-şebeke ve enerji paylaşımı:</strong> Dağıtılmış üretim ve yerel paylaşım ilkesi. Fazla üretim, komşu yapılara veya yerel depolama birimlerine yönlendirilir.</li>
+    <li><strong>Döngüsel malzeme akışı:</strong> Yapı malzemelerinin geri dönüştürülebilirliği, suyun gri/siyah su ayrıştırma ile yeniden kullanımı, organik atığın kompostlanması.</li>
+    <li><strong>Yaya ve bisiklet öncelikli ulaşım:</strong> Bireysel otomobile bağımlılığı en aza indiren, toplu taşımayı ve yumuşak ulaşımı önceleyen kentsel biçim.</li>
+  </ul>
+
+  <h3>3.2 Uluslararası örnekler ve karşılaştırma</h3>
+
+  <div class="compare">
+    <div class="compare-cell">
+      <div class="compare-label">Yurtdışı örnekler</div>
+      <ul>
+        <li><strong>Masdar City</strong> (Abu Dhabi, 2008–) — sıfır karbon hedefli, otomobile göre inşa edilmiş; ölçek tartışmaları var.</li>
+        <li><strong>Vauban</strong> (Freiburg, 1990'lar–) — katılımcı planlama, araçsız mahalle, net enerji pozitif.</li>
+        <li><strong>BedZED</strong> (Londra, 2002) — İngiltere'nin ilk sıfır karbon toplu konut projesi.</li>
+      </ul>
+    </div>
+    <div class="compare-cell">
+      <div class="compare-label">Türkiye'den izler</div>
+      <ul>
+        <li><strong>Konya Karatay</strong> Sıfır Atık Projesi.</li>
+        <li><strong>Aydın</strong> güneş enerjisi belediyeciliği uygulamaları.</li>
+        <li><strong>Çeşme-Alaçatı</strong> pasif mimari örnekleri.</li>
+        <li>Yerel ölçekli, küçük ama anlamlı adımlar.</li>
+      </ul>
+    </div>
+  </div>
+
+  <h3>3.3 Yapısal engeller</h3>
+  <p>Somut mimari proje önerilerinin gerçekleşmesi dört yapısal engelle karşılaşır:</p>
+  <ul>
+    <li><strong>Mevzuat:</strong> Mikrolisans ve «şebekeye satış» hakkının genişletilmesi gerekir.</li>
+    <li><strong>Finansman:</strong> Kooperatif modeli, yeşil tahvil, kamu-özel ortaklıkları.</li>
+    <li><strong>Mülkiyet:</strong> Enerji kooperatiflerine imar ve teşvik ayrıcalığı.</li>
+    <li><strong>Mesleki kapasite:</strong> Pasif güneş mimarisi, mikro-şebeke tasarımı için eğitim.</li>
+  </ul>
+
+  <div class="pullquote">
+    Asıl sorun teknolojinin yokluğu değil, <strong>kurumsal, finansal ve kültürel dönüşümün hızıdır</strong>.
+  </div>
+</section>
+
+<section id="ayak-3">
+  <h2>4. Üçüncü ayak · Evrensel etik</h2>
+  <p>Hareketin en özgün boyutu, fiziksel ve mimari ayakları aşan, etik bir çerçeve önerisidir. Bu, salt «yeşil enerji kullanmak ahlaki olarak iyidir» türünden bir yüzeysel ahlak değildir. Daha derinde, insan-doğa ilişkisinin yeniden kurulmasına yönelik felsefi bir pozisyondur.</p>
+
+  <h3>4.1 «Güneşle Barışık»: Çok katmanlı bir kavram</h3>
+
+  <div class="pillars">
+    <div class="pillar">
+      <div class="pillar-num">1</div>
+      <div class="pillar-title">Fiziksel katman</div>
+      <div class="pillar-desc">Termodinamik zorunluluk: kapalı sistemde çıktı girişe eşitlenmeli.</div>
+    </div>
+    <div class="pillar">
+      <div class="pillar-num">2</div>
+      <div class="pillar-title">Ekolojik katman</div>
+      <div class="pillar-desc">Ekosistem hizmetlerinin sürekliliği, biyofiziksel bütünlük.</div>
+    </div>
+    <div class="pillar">
+      <div class="pillar-num">3</div>
+      <div class="pillar-title">Kültürel/etik katman</div>
+      <div class="pillar-desc">Gelecek kuşaklara borç, Anadolu'nun simgesel belleği.</div>
+    </div>
+  </div>
+
+  <h3>4.2 Enerji demokratikleşmesi</h3>
+  <p>Etik ayak, salt bir «değerler listesi» değildir; somut politika tasarımına yansır. Üç örnek:</p>
+  <ul>
+    <li><strong>Enerji kooperatifleri:</strong> Toplulukların ortaklaşa güneş enerjisi üretim ve paylaşım tesisleri. Üretim araçlarının demokratikleşmesi.</li>
+    <li><strong>Enerji yoksulluğu ve adalet:</strong> Türkiye'de hanelerin önemli bir kısmı gelirinin %10'undan fazlasını enerjiye ayırmaktadır. Temiz enerji bir hak olarak tanınmalı.</li>
+    <li><strong>Gelecek kuşakların temsili:</strong> Çocukların ve henüz doğmamış kuşakların çıkarları, karar alma süreçlerinde bağlayıcı biçimde temsil edilmeli.</li>
+  </ul>
+
+  <h3>4.3 Sınırlar ve eleştiriler</h3>
+  <p>«Güneşle Barışık» etiğinin sınırları da vardır ve dürüstçe tartışılmalıdır:</p>
+  <ul>
+    <li><strong>Teknoloji körlüğü riski:</strong> Nükleer, jeotermal, hidrojen gibi diğer düşük-karbon kaynakları dışlanmamalı.</li>
+    <li><strong>Kültürel seçicilik riski:</strong> «Anadolu'ya özgü» vurgusu, evrensellik iddiasıyla gerilim yaratabilir.</li>
+    <li><strong>Dağıtım adaletsizliği riski:</strong> Güneş enerjisi, mülk sahiplerine doğal avantaj sağlar; adil dağıtım mekanizmaları şart.</li>
+  </ul>
+</section>
+
+<section id="birlestirme">
+  <h2>5. Üç ayağın birleşimi</h2>
+  <p>Akademik birikim, somut mimari projeler ve evrensel etik anlayış — bu üç ayak, ayrı ayrı ele alındığında değerlidir, ancak asıl güçleri birlikte ortaya çıkar.</p>
+
+  <div class="compare">
+    <div class="compare-cell">
+      <div class="compare-label">Parçalı yaklaşımlar</div>
+      <ul>
+        <li><strong>Salt teknik:</strong> «Daha çok panel» → rebound etkisi, tüketim artışı.</li>
+        <li><strong>Salt toplumsal:</strong> Katılım mekanizmaları, altyapısız boşlukta kalır.</li>
+        <li><strong>Salt etik:</strong> Değerler bildirgesi, uygulamasız retorik kalır.</li>
+      </ul>
+    </div>
+    <div class="compare-cell">
+      <div class="compare-label">Bütüncül model</div>
+      <ul>
+        <li><strong>Bilgi tabanı</strong> → akademik birikim.</li>
+        <li><strong>Uygulama alanı</strong> → somut projeler.</li>
+        <li><strong>Yön ve meşruiyet</strong> → evrensel etik.</li>
+      </ul>
+    </div>
+  </div>
+
+  <p>2026 dünyasında neden acil? Üç neden:</p>
+  <ol>
+    <li><strong>İklim penceresi daralıyor.</strong> IPCC'ye göre 2030'a kadar küresel karbon emisyonlarının %43 oranında azaltılması gerekir. Hızlı, derin ve yaygın dönüşüm şart.</li>
+    <li><strong>Teknolojik olgunluk eşiği aşıldı.</strong> Maliyet engeli artık birincil engel değil; kurumsal, davranışsal ve politik engeller birincil hale geldi.</li>
+    <li><strong>Toplumsal meşruiyet krizi.</strong> Fosil yakıt endüstrilerinin etki alanı, dönüşümü yavaşlatıyor. Demokratik meşruiyet sorunu.</li>
+  </ol>
+
+  <div class="pullquote">
+    Üç ayağın eşzamanlı varlığı, hareketin gücünü retorik bir cesaretten değil, <strong>yapısal bir bütünlükten</strong> almasını sağlar.
+  </div>
+</section>
+
+<section id="politika">
+  <h2>6. 2026–2030 politika önerileri</h2>
+  <p>Güneş Uygarlığı'nın üç ayaklı modeli, somut politika adımlarına nasıl dönüşür? Aşağıdaki öneriler, makalenin ampirik katkısıdır.</p>
+
+  <div class="policy-grid">
+    <div class="policy">
+      <span class="policy-num">6.1</span>
+      <div class="policy-title">Enerji kooperatifleri yasası</div>
+      <p class="policy-body">1 MW altı güneş enerjisi için basitleştirilmiş lisans. Kooperatiflere imar ve teşvik ayrıcalığı. Kooperatif gelirinin yerel topluluk projelerine yönlendirilmesi için teşvik.</p>
+      <span class="policy-tag">Etik + Mimari ayak</span>
+    </div>
+    <div class="policy">
+      <span class="policy-num">6.2</span>
+      <div class="policy-title">Güneşkent pilot programı</div>
+      <p class="policy-body">5–10 ölçekli pilot. Pasif + aktif güneş mimarisi. Net enerji pozitif hedef. Katılımcı planlama. Üniversitelerle sürekli izleme ortaklığı.</p>
+      <span class="policy-tag">Mimari + Akademik ayak</span>
+    </div>
+    <div class="policy">
+      <span class="policy-num">6.3</span>
+      <div class="policy-title">Güneş Okuryazarlığı eğitimi</div>
+      <p class="policy-body">İlköğretimden yetişkin eğitimine. Fizik, ekoloji, ekonomi, etik birlikte öğretilir. Müfredat dönüşümü.</p>
+      <span class="policy-tag">Akademik + Etik ayak</span>
+    </div>
+    <div class="policy">
+      <span class="policy-num">6.4</span>
+      <div class="policy-title">Gelecek kuşak temsilciliği</div>
+      <p class="policy-body">Yerel meclislerde çocuk ve genç çıkarlarını temsil eden kurumsal mekanizma. Bağlayıcı danışma statüsü. Uluslararası örnekler: Galler, Macaristan, Yeni Zelanda.</p>
+      <span class="policy-tag">Etik ayak</span>
+    </div>
+    <div class="policy">
+      <span class="policy-num">6.5</span>
+      <div class="policy-title">Güneş Diplomasisi</div>
+      <p class="policy-body">Akdeniz, Orta Doğu, Balkan ülkeleriyle güneş enerjisi paylaşım anlaşmaları. Türkiye'nin yeşil hidrojen merkezi olma potansiyeli. CBAM karşısında stratejik pozisyon.</p>
+      <span class="policy-tag">Akademik + Etik ayak</span>
+    </div>
+    <div class="policy">
+      <span class="policy-num">6.6</span>
+      <div class="policy-title">Açık veri ve şeffaflık</div>
+      <p class="policy-body">Tüm güneş enerjisi projelerinin üretim, emisyon, finansal verileri kamuya açık. Yeşil aklamayı önler, bağımsız araştırmacı katkısını mümkün kılar.</p>
+      <span class="policy-tag">Akademik ayak</span>
+    </div>
+  </div>
+</section>
+
+<section id="tartisma">
+  <h2>7. Açık sorular</h2>
+  <p>Bu makale, hareketin birikimine saygıyla yaklaşırken, açık soruları da işaretlemeyi görev bilir.</p>
+
+  <h3>7.1 Ölçek sorunu</h3>
+  <p>Güneşkent modeli, tek bir kent veya mahalle ölçeğinde kanıtlanmış kavramlara dayanır. <strong>Metropol ölçeğinde</strong> (İstanbul, Ankara, İzmir) nasıl uygulanır? Hareketin, ölçekler arası geçiş stratejileri konusunda daha açık olması gerekir.</p>
+
+  <h3>7.2 Geçiş adaleti</h3>
+  <p>Fosil yakıtlara bağımlı ekonomilerin (kömür bölgeleri) güneş ekonomisine geçişi, iş kaybı, gelir kaybı ve kültürel kopuş riskleri taşır. Hareketin bu topluluklara özgü bir geçiş programı önermesi gerekir.</p>
+
+  <h3>7.3 Teknolojik çeşitlilik</h3>
+  <p>Güneş enerjisi, düşük-karbon dönüşümün tek aracı değildir. Rüzgâr, jeotermal, düşük etkili hidroelektrik, nükleer (tartışmalı), yeşil hidrojen — her birinin rolü bağlama göre değerlendirilmelidir.</p>
+
+  <h3>7.4 Kültürel çoğulculuk</h3>
+  <p>Türkiye, çok-kültürlü bir toplumdur; Kürt, Arap, Çerkez, Laz ve diğer gelenekler de «güneş» kavramını farklı biçimlerde taşır. Hareketin bu çoğulculuğu ne ölçüde kucakladığı açık olmalıdır.</p>
+
+  <h3>7.5 Uluslararası karşılaştırmalı araştırma</h3>
+  <p>Üç ayaklı model, kapsamlı bir karşılaştırmalı uluslararası araştırma ile sınanmalıdır: hangi koşullar altında model ölçeklenebilir? Hangi kültürel bağlamlarda uyarlanması gerekir?</p>
+</section>
+
+<section id="sonuc">
+  <h2>8. Sonuç: Ütopya değil, program</h2>
+  <p>Güneş Uygarlığı hareketi, ütopya değil, program olduğunu açıkça ilan eder. Bu iddia, makalenin sınanması gereken çekirdek savunusunu oluşturur. Ütopya, ulaşılamayan idealdir; program, somut adımlar, ölçülebilir hedefler ve kurumsal mekanizmalar bütünüdür.</p>
+
+  <p>Bu makalenin sınanması önerilen tezi şudur: Güneş Uygarlığı'nın <strong>üç ayaklı modeli</strong> — 40 yıllık akademik birikim, somut mimari projeler ve evrensel etik anlayış — düşük-karbon dönüşümün teknik, toplumsal ve etik boyutlarını birlikte ele alarak, parçalı reformlardan daha bütünlüklü bir yol sunmaktadır.</p>
+
+  <blockquote class="pullquote">
+    Hareketin gücü, retorik bir cesaretten değil, <strong>üç ayağın eşzamanlı varlığından</strong> gelir.
+  </blockquote>
+
+  <p>Bu model, salt bir Türkiye meselesi değildir; iklim krizinin küresel ölçekte, bütüncül uygarlık dönüşümü gerektirdiği bir dönemde, örnekleyici bir vaka olarak uluslararası literatüre de katkı sağlayabilir. Hareket, retorik bir cesaretten değil, üç ayağın eşzamanlı varlığından güç alır. Akademik birikim bilgi tabanını sağlar; somut projeler bilgiyi yeryüzüne indirir; evrensel etik her ikisine yön ve meşruiyet verir.</p>
+
+  <p>2026 yılında, bu modelin sınanması için yeterli teknolojik olgunluk, yeterli iklim aciliyeti ve yeterli toplumsal farkındalık mevcuttur. Soru, bu fırsatın değerlendirilip değerlendirilmeyeceğidir. Güneş Uygarlığı, bu soruya olumlu bir yanıt olarak konumlanmaktadır. Makale, bu yanıtın hem takdir edilmesini hem de akademik titizlikle sınanmasını savunur.</p>
+</section>
+
+<section>
+  <h2>Kaynakça</h2>
+  <div class="refs">
+    <h4>Hareketin kendi kaynakları</h4>
+    <ul>
+      <li><a href="https://webx11.duckdns.org/spaces/gunesuygarligi/manifesto.html">Güneş Uygarlığı Manifestosu</a> (Anadolu Aydınlık Derneği / Aydınlık Belediyesi yayını).</li>
+      <li><a href="https://webx11.duckdns.org/spaces/gunesuygarligi/solarcity.html">Güneşkent projeleri</a> ve belediye yayınları.</li>
+      <li><a href="https://webx11.duckdns.org/spaces/gunesuygarligi/call.html">«Güneşe Çağrı»</a> — hareketin temel metni.</li>
+    </ul>
+    <h4>Akademik ve politika kaynakları</h4>
+    <ul>
+      <li>IRENA (2024). <em>World Energy Transitions Outlook</em>. Abu Dhabi.</li>
+      <li>IPCC (2023). <em>AR6 Synthesis Report: Climate Change 2023</em>. Geneva.</li>
+      <li>Jackson, T. (2017). <em>Prosperity Without Growth</em> (2nd ed.). Routledge.</li>
+      <li>Odum, H. T. (2007). <em>Environment, Power, and Society for the Twenty-First Century</em>. Columbia University Press.</li>
+      <li>Geels, F. W. (2002). «Technological transitions as evolutionary reconfiguration processes.» <em>Research Policy</em>, 31(8–9).</li>
+      <li>Seyfang, G. (2010). «Community action for sustainable housing.» <em>Global Environmental Change</em>, 20(2).</li>
+      <li>Devine-Wright, P. (2009). «Rethinking NIMBYism.» <em>Global Environmental Change</em>, 19(2).</li>
+    </ul>
+    <h4>Türkiye bağlamında</h4>
+    <ul>
+      <li>T.C. Enerji ve Tabii Kaynaklar Bakanlığı, <em>Türkiye Güneş Enerjisi Potansiyeli Atlası</em> (GEPA).</li>
+      <li>TÜİK, <em>Hanehalkı Enerji Tüketim Araştırması</em>.</li>
+      <li>UNDP Türkiye, <em>Sürdürülebilir Enerji Raporları</em>.</li>
+    </ul>
+    <h4>Genel ekoloji ve uygarlık kuramları</h4>
+    <ul>
+      <li>Mumford, L. (1967). <em>The Myth of the Machine: Technics and Human Development</em>. Harcourt Brace.</li>
+      <li>Bookchin, M. (1990). <em>The Philosophy of Social Ecology</em>. Black Rose Books.</li>
+      <li>Latour, B. (2017). <em>Facing Gaia: Eight Lectures on the New Climatic Regime</em>. Polity.</li>
+    </ul>
+  </div>
+</section>
+
+<footer>
+  <p><span class="accent">Yazara not.</span> Bu makale, yapay zekâ destekli bir taslak olarak üretilmiştir. Yapay zekâ yapıyı, literatür taramasını ve dil düzeltmesini sağlamış; <strong>somut veriler, alıntılar ve yorumsal çerçeve</strong> için nihai sorumluluk yazara aittir.</p>
+  <p>Akademik yayın sürecine taşınması durumunda, hakemli dergi formatına uyarlanması, kaynakların birincil metinlerle doğrulanması ve YZ katkısının açıkça beyan edilmesi önerilir.</p>
+  <p style="margin-top: 16px;">Taslak tamamlandı: 6 Temmuz 2026, 03:58 (UTC+3)</p>
+  <p>Kaynak platform: <a href="https://webx11.duckdns.org/spaces/gunesuygarligi/" target="_blank" rel="noopener">webx11.duckdns.org/spaces/gunesuygarligi</a></p>
+</footer>
+
+</main>
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+```html
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>newOS4 v4.5.83 — System Architecture Audit & Improvement Blueprint</title>
+<style>
+  * { margin: 0; padding: 0; box-sizing: border-box; }
+  body {
+    background: #0a0a12;
+    color: #c8d0e0;
+    font-family: 'Segoe UI', system-ui, -apple-system, sans-serif;
+    line-height: 1.6;
+    padding: 2rem 1.5rem;
+    max-width: 1200px;
+    margin: 0 auto;
+  }
+  h1 { font-size: 2.2rem; color: #7ec8e3; border-bottom: 2px solid #1e3a5f; padding-bottom: 0.5rem; margin-bottom: 1.5rem; }
+  h2 { font-size: 1.5rem; color: #9ad0f5; margin: 2rem 0 0.8rem; border-left: 4px solid #2a6f97; padding-left: 0.8rem; }
+  h3 { font-size: 1.15rem; color: #b8d8f0; margin: 1.2rem 0 0.5rem; }
+  .meta { color: #8899aa; font-size: 0.9rem; margin-bottom: 2rem; }
+  .meta span { background: #14141e; padding: 0.2rem 0.6rem; border-radius: 4px; margin-right: 0.5rem; }
+  .summary-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
+    gap: 0.8rem;
+    margin: 1.5rem 0;
+  }
+  .stat-card {
+    background: #11111a;
+    border: 1px solid #1e2a3a;
+    border-radius: 8px;
+    padding: 0.8rem 1rem;
+    text-align: center;
+  }
+  .stat-card .num { font-size: 1.8rem; font-weight: 700; color: #7ec8e3; }
+  .stat-card .label { font-size: 0.75rem; color: #6a7a8a; text-transform: uppercase; letter-spacing: 0.5px; }
+  .stat-card.warn .num { color: #f0b37e; }
+  .stat-card.bad .num { color: #e07070; }
+  .stat-card.good .num { color: #7ec8e3; }
+
+  .severity { display: inline-block; padding: 0.15rem 0.5rem; border-radius: 4px; font-size: 0.7rem; font-weight: 600; text-transform: uppercase; letter-spacing: 0.3px; }
+  .sev-p1 { background: #3a1515; color: #e07070; border: 1px solid #5a2020; }
+  .sev-p2 { background: #2a2a10; color: #e0c070; border: 1px solid #4a4a15; }
+  .sev-p3 { background: #15202a; color: #70a0c0; border: 1px solid #1a3040; }
+  .sev-ok { background: #0a1a0a; color: #70c070; border: 1px solid #1a3a1a; }
+
+  table { width: 100%; border-collapse: collapse; margin: 1rem 0; font-size: 0.9rem; }
+  th { background: #0e0e18; color: #7ec8e3; padding: 0.5rem 0.8rem; text-align: left; border-bottom: 2px solid #1e3a5f; font-weight: 600; }
+  td { padding: 0.5rem 0.8rem; border-bottom: 1px solid #181828; }
+  tr:hover td { background: #0e0e1a; }
+
+  .issue { background: #0c0c16; border: 1px solid #1a1a2a; border-radius: 8px; padding: 1rem; margin: 0.8rem 0; }
+  .issue h4 { color: #c8d0e0; margin-bottom: 0.3rem; }
+  .issue .desc { color: #8899aa; font-size: 0.9rem; margin: 0.3rem 0; }
+  .issue .impact { color: #a0b0c0; font-size: 0.85rem; margin-top: 0.3rem; padding-left: 0.5rem; border-left: 2px solid #2a3a4a; }
+
+  .rec-card {
+    background: #0e0e1a;
+    border: 1px solid #1a2a3a;
+    border-radius: 8px;
+    padding: 1rem;
+    margin: 0.6rem 0;
+    display: flex;
+    gap: 1rem;
+    align-items: flex-start;
+  }
+  .rec-card .tag { flex-shrink: 0; }
+  .rec-card .body { flex: 1; }
+  .rec-card .body h4 { color: #9ad0f5; margin-bottom: 0.2rem; }
+  .rec-card .body p { color: #8899aa; font-size: 0.85rem; }
+  .effort { display: inline-block; padding: 0.1rem 0.4rem; border-radius: 3px; font-size: 0.7rem; background: #1a1a2a; color: #7a8a9a; }
+
+  .arch-diagram {
+    background: #0c0c16;
+    border: 1px solid #1a2a3a;
+    border-radius: 8px;
+    padding: 1.2rem;
+    margin: 1rem 0;
+    font-family: 'Courier New', monospace;
+    font-size: 0.8rem;
+    line-height: 1.5;
+    color: #7a9ab0;
+    white-space: pre;
+    overflow-x: auto;
+  }
+
+  .section-toggle { cursor: pointer; user-select: none; }
+  .section-toggle:hover { color: #7ec8e3; }
+
+  .footer { margin-top: 3rem; padding-top: 1rem; border-top: 1px solid #1a1a2a; color: #5a6a7a; font-size: 0.8rem; text-align: center; }
+</style>
+</head>
+<body>
+
+<h1>🔍 newOS4 v4.5.83 — System Architecture Audit</h1>
+<div class="meta">
+  <span>📅 2026-07-03 16:14 UTC</span>
+  <span>🧠 Role: Architect</span>
+  <span>🔧 43 modules · 37 skills · 38 files</span>
+  <span>💾 23.4 MB memory · ✅ Ollama connected</span>
+</div>
+
+<div class="summary-grid">
+  <div class="stat-card good"><div class="num">43</div><div class="label">Modules Loaded</div></div>
+  <div class="stat-card good"><div class="num">37</div><div class="label">Skills Active</div></div>
+  <div class="stat-card warn"><div class="num">27</div><div class="label">Memory Graph Nodes</div></div>
+  <div class="stat-card warn"><div class="num">30</div><div class="label">Memory Graph Edges</div></div>
+  <div class="stat-card bad"><div class="num">0</div><div class="label">Active Agents</div></div>
+  <div class="stat-card bad"><div class="num">10</div><div class="label">Stale Leases</div></div>
+  <div class="stat-card bad"><div class="num">12</div><div class="label">Empty Directories</div></div>
+  <div class="stat-card bad"><div class="num">4</div><div class="label">Stale Version Files</div></div>
+</div>
+
+<!-- ============================================================ -->
+<h2>1. 🏗️ System Architecture Overview</h2>
+
+<div class="arch-diagram">
+┌─────────────────────────────────────────────────────────────────┐
+│                      newOS4 v4.5.83 — Layer Map                  │
+├─────────────────────────────────────────────────────────────────┤
+│                                                                   │
+│  ┌─────────────────────────────────────────────────────────┐    │
+│  │  🧠 AI LAYER                                             │    │
+│  │  ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐   │    │
+│  │  │ Ollama   │ │ SmartCtx │ │ Memory   │ │ World    │   │    │
+│  │  │ Module   │ │ Module   │ │ Graph    │ │ Model    │   │    │
+│  │  └──────────┘ └──────────┘ └──────────┘ └──────────┘   │    │
+│  │  ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐   │    │
+│  │  │ Predictor│ │ Agent    │ │ Leases   │ │Orchestr. │   │    │
+│  │  │ Module   │ │ Registry │ │ Module   │ │ Module   │   │    │
+│  │  └──────────┘ └──────────┘ └──────────┘ └──────────┘   │    │
+│  └─────────────────────────────────────────────────────────┘    │
+│                              │                                    │
+│  ┌─────────────────────────────────────────────────────────┐    │
+│  │  🔧 MODULE LAYER (43 modules)                           │    │
+│  │  Core (21): System, FS, ModMgr, Config, Ollama,        │    │
+│  │  SearXNG, Fetcher, AI Assist, AI Alias, SecretVault,    │    │
+│  │  ChatStudio, AgentReg, Leases, Orchestrator, NeuralVFS, │    │
+│  │  Sandbox, MemoryGraph, Predictor, WorldModel,           │    │
+│  │  ServerMonitor, SmartContext                             │    │
+│  │  Ext (22): Editor, Shell, Alias, Finder, FileMgr, Diff, │    │
+│  │  BusyBox, Calc, Voice, Debug, Cron, Theme, WPM, Mindmap,│    │
+│  │  WebDAV, SkillPack, CryptoGzip, Tutorial, Floating,     │    │
+│  │  JSConsole, Media, Three                                │    │
+│  └─────────────────────────────────────────────────────────┘    │
+│                              │                                    │
+│  ┌─────────────────────────────────────────────────────────┐    │
+│  │  📁 VFS LAYER (Virtual File System)                      │    │
+│  │  ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐   │    │
+│  │  │ Gzip     │ │IndexedDB │ │ Checkpt  │ │ Neural   │   │    │
+│  │  │ Compress │ │ Fallback │ │ Rollback │ │ VFS      │   │    │
+│  │  └──────────┘ └──────────┘ └──────────┘ └──────────┘   │    │
+│  │  ┌──────────┐ ┌──────────┐ ┌──────────┐                │    │
+│  │  │ Trash    │ │ Virtual  │ │ Session  │                │    │
+│  │  │ System   │ │ /sys/    │ │ Manager  │                │    │
+│  │  └──────────┘ └──────────┘ └──────────┘                │    │
+│  └─────────────────────────────────────────────────────────┘    │
+│                                                                   │
+│  ⚠️  CRITICAL: No beforeunload flush — data loss on page close    │
+│  ⚠️  sys/ directory leak in every VFS directory                   │
+│  ⚠️  Duplicate module-modmgr vs module-manager commands           │
+└─────────────────────────────────────────────────────────────────┘
+</div>
+
+<!-- ============================================================ -->
+<h2>2. 🚨 Critical Issues (P1 — Must Fix)</h2>
+
+<div class="issue">
+  <h4><span class="severity sev-p1">P1</span> 🔴 Data Loss: No `beforeunload` Flush</h4>
+  <div class="desc"><strong>Location:</strong> VirtualFileSystem.saveToStorage() — debounce timer</div>
+  <div class="desc">The VFS uses a 2-second <code>setTimeout</code> debounce before writing to localStorage. If the user closes the tab or navigates away within that window, <strong>the write is silently lost</strong>. There is no <code>window.addEventListener('beforeunload', ...)</code> handler to force-flush pending saves.</div>
+  <div class="impact">💥 <strong>Impact:</strong> Silent, unrecoverable data loss on page close. Every unsaved file edit, config change, or session state is at risk.</div>
+  <div class="impact">🔧 <strong>Fix:</strong> Add <code>window.addEventListener('beforeunload', flushPendingSave)</code> that synchronously writes pending data. Also add a visual "Saving..." indicator.</div>
+</div>
+
+<div class="issue">
+  <h4><span class="severity sev-p1">P1</span> 🔴 `rmdir` Command Silently Trashes Non-Empty Directories</h4>
+  <div class="desc"><strong>Location:</strong> FileSystemModule — <code>rmdir</code> command handler</div>
+  <div class="desc">The <code>rmdir</code> command calls <code>fs.deleteDirRecursive()</code> → <code>trashDir()</code>, which <strong>trashes the entire directory tree</strong> without checking if the directory is empty. Unix <code>rmdir</code> requires empty directories. The underlying <code>VirtualFileSystem.rmdir()</code> method <em>does</em> check emptiness, but the command bypasses it.</div>
+  <div class="impact">💥 <strong>Impact:</strong> User expects <code>rmdir</code> to be safe (fails if not empty), but it silently nukes entire directory trees. Accidental data loss.</div>
+  <div class="impact">🔧 <strong>Fix:</strong> Change <code>rmdir</code> command to call <code>fs.rmdir()</code> (which checks emptiness) instead of <code>deleteDirRecursive</code>. Add a separate <code>rm -rf</code> or <code>trash</code> command for recursive deletion.</div>
+</div>
+
+<!-- ============================================================ -->
+<h2>3. ⚠️ Structural Issues (P2 — Should Fix)</h2>
+
+<h3>3.1 🧩 The `sys/` Directory Leak</h3>
+<p style="color:#8899aa; margin-bottom:0.5rem;">Every single VFS directory contains a <code>sys/</code> subdirectory — 22 occurrences found. This is a virtual mount artifact leaking into persistent storage.</p>
+<table>
+  <tr><th>Affected Directories</th><th>Count</th></tr>
+  <tr><td>/, /config, /system, /memory, /logs, /projects, /agents, /_agents, /skills, /scripts, /docs, /_docs, /_security, /_contexts, /leases, /mindmaps, /exports, /tmp, /archive, /_sessions, /.memory_graph, /.semantic_index</td><td><strong>22</strong></td></tr>
+</table>
+<div class="issue">
+  <div class="desc"><strong>Root Cause:</strong> The virtual <code>/sys/</code> mount system is creating real directory nodes in the VFS tree during path resolution or directory listing. This causes:</div>
+  <div class="impact">📈 Directory bloat — every dir gets a useless <code>sys</code> child</div>
+  <div class="impact">🔍 Confusion in <code>tree</code> and <code>ls -R</code> output</div>
+  <div class="impact">💾 Unnecessary persistence to localStorage</div>
+  <div class="impact">🔧 <strong>Fix:</strong> Audit the virtual mount resolver. Ensure <code>/sys/</code> paths are intercepted before VFS node creation, or add a filter in <code>listDirectory()</code> to exclude virtual mount artifacts.</div>
+</div>
+
+<h3>3.2 🧩 Duplicate Module: module-modmgr vs module-manager</h3>
+<table>
+  <tr><th>Module</th><th>Class</th><th>Status</th><th>Commands</th></tr>
+  <tr><td>module-manager</td><td>ModuleManager</td><td>✅ Active, auto_load: true</td><td>modules, listmods, loadmod, removemod, startup-modules, load-local, loadlocal</td></tr>
+  <tr><td>module-modmgr</td><td>ModuleManagerModule</td><td>⚠️ DEPRECATED 2026-06-08, auto_load: false</td><td>modules, listmods, loadmod, removemod, startup-modules, load-local, loadlocal</td></tr>
+</table>
+<div class="issue">
+  <div class="desc"><strong>Problem:</strong> Both modules register identical commands. At runtime, it's unclear which handler actually executes. The deprecated module is still loaded and its class is registered.</div>
+  <div class="impact">🔧 <strong>Fix:</strong> Remove <code>module-modmgr</code> from the module index entirely. Unregister its command handlers. Ensure <code>module-manager</code> is the sole owner of these commands.</div>
+</div>
+
+<h3>3.3 🧩 Stale Artifacts & Orphaned Data</h3>
+<table>
+  <tr><th>Artifact</th><th>Location</th><th>Issue</th></tr>
+  <tr><td><code>manifest.json</code></td><td>/</td><td>References 4 agents (pulse-check, project-summarizer, the-oracle, bridge-worker) that <strong>do not exist</strong> in the current system. Orphaned metadata.</td></tr>
+  <tr><td><code>baseline_v1.json</code></td><td>/</td><td>Timestamp 2024-05-22 — over 2 years old. References old models (kimi-k2.7-code, gemma4:31b).</td></tr>
+  <tr><td><code>v4.5.80</code>, <code>v4.5.80debug</code>, <code>v4.5.81</code>, <code>v4.5.82</code></td><td>/</td><td>Changelog notes dumped in root directory. Should be in <code>/docs/</code> or <code>/archive/</code>.</td></tr>
+  <tr><td><code>debug.log</code></td><td>/</td><td>Only 2 entries from Jun 25. Not rotated, not useful.</td></tr>
+  <tr><td><code>archive/legacy_artifacts</code></td><td>/archive/</td><td>Contains an AI tool-use optimization report — not a filesystem archive. Content doesn't match location.</td></tr>
+  <tr><td><code>scripts/vfs_utils.js</code></td><td>/scripts/</td><td>Uses <code>require('fs')</code> — Node.js dead code, can't run in browser.</td></tr>
+  <tr><td><code>scripts/health_audit.js</code></td><td>/scripts/</td><td>Stub — logs "Audit started..." then does nothing.</td></tr>
+  <tr><td><code>startup.sh</code></td><td>/</td><td>Contains terminal commands (<code>setfont 16</code>, <code>theme set monochrome</code>), not a shell script. Misleading filename.</td></tr>
+  <tr><td><code>loop-lesson-*</code> (7 files)</td><td>/skills/</td><td>Auto-generated loop lessons that should be pruned or archived.</td></tr>
+</table>
+
+<h3>3.4 🧩 Empty / Phantom Directories</h3>
+<table>
+  <tr><th>Directory</th><th>Contents</th><th>Notes</th></tr>
+  <tr><td>/docs/</td><td>sys/ (empty)</td><td>Dead — no documentation files</td></tr>
+  <tr><td>/_docs/</td><td>sys/ (empty)</td><td>Dead — duplicate of /docs/</td></tr>
+  <tr><td>/_security/</td><td>sys/ (empty)</td><td>Dead — no security configs</td></tr>
+  <tr><td>/_contexts/</td><td>sys/ (empty)</td><td>Dead — no context files</td></tr>
+  <tr><td>/agents/</td><td>register/ + 12 agent dirs + sys/</td><td>Has content but also duplicate of /_agents/</td></tr>
+  <tr><td>/_agents/</td><td>sys/ (empty)</td><td>Duplicate of /agents/ — remove one</td></tr>
+  <tr><td>/projects/</td><td>nebula/, automations/, sys/</td><td>Has subdirs but no project data</td></tr>
+  <tr><td>/mindmaps/</td><td>sys/ (empty)</td><td>Dead — no saved mindmaps</td></tr>
+  <tr><td>/leases/</td><td>10 stale leases + sys/</td><td>Stale leases should be purged</td></tr>
+</table>
+
+<h3>3.5 🧩 Stale Agent Leases</h3>
+<p style="color:#8899aa; margin-bottom:0.5rem;">10 lease files found in <code>/leases/</code> — all appear to be from completed or abandoned agent tasks. No active agents exist (0 active, 0 busy).</p>
+<table>
+  <tr><th>Lease File</th><th>Timestamp</th></tr>
+  <tr><td>lease-1782051934228.json</td><td>~Jun 20</td></tr>
+  <tr><td>lease-1782051934258.json</td><td>~Jun 20</td></tr>
+  <tr><td>lease-1782051944362.json</td><td>~Jun 20</td></tr>
+  <tr><td>lease-1782052010895.json</td><td>~Jun 20</td></tr>
+  <tr><td>lease-1782116963490.json</td><td>~Jun 21</td></tr>
+  <tr><td>lease-1782214294550.json</td><td>~Jun 22</td></tr>
+  <tr><td>lease-1782235322842.json</td><td>~Jun 22</td></tr>
+  <tr><td>lease-1782235340660.json</td><td>~Jun 22</td></tr>
+  <tr><td>lease-1782235355578.json</td><td>~Jun 22</td></tr>
+  <tr><td>lease-1782347129356.json</td><td>~Jun 24</td></tr>
+</table>
+
+<!-- ============================================================ -->
+<h2>4. 🔧 Minor Issues (P3 — Nice to Fix)</h2>
+
+<table>
+  <tr><th>#</th><th>Issue</th><th>Details</th></tr>
+  <tr><td>1</td><td><code>find</code> double-lowercases pattern</td><td>Command does <code>args[0].toLowerCase()</code> before passing to <code>fs.findFiles()</code> which already uses case-insensitive regex. Uppercase regex patterns break.</td></tr>
+  <tr><td>2</td><td>Trash flattens directory structure</td><td>When trashing a directory, files are flattened into trash root with timestamp prefixes. Directory tree structure is lost.</td></tr>
+  <tr><td>3</td><td>Session v1 restore is destructive</td><td>Loading a v1 session replaces entire <code>fs.root</code> with no warning.</td></tr>
+  <tr><td>4</td><td>No save indication</td><td><code>saveToStorage()</code> is silent — no visual feedback when VFS is saved.</td></tr>
+  <tr><td>5</td><td><code>du</code> command is incomplete</td><td>Only handles current dir or single file. No recursive directory size display.</td></tr>
+  <tr><td>6</td><td><code>grep</code> without filename only searches current dir</td><td>Not recursive. Unix <code>grep</code> would search stdin or use <code>-r</code>.</td></tr>
+  <tr><td>7</td><td>Memory Graph: 27 nodes, 30 edges</td><td>Low connectivity ratio (1.1 edges/node). Sparse graph limits cross-session inference.</td></tr>
+  <tr><td>8</td><td>0 active agents despite 12 agent dirs</td><td>Agent registry has 12 registered agent directories but 0 active. Agents may be orphaned.</td></tr>
+</table>
+
+<!-- ============================================================ -->
+<h2>5. ✅ What's Working Well</h2>
+
+<table>
+  <tr><th>Component</th><th>Status</th><th>Notes</th></tr>
+  <tr><td>Gzip compression</td><td><span class="severity sev-ok">✅</span></td><td>CompressionStream + base64, 2x smaller than legacy format</td></tr>
+  <tr><td>IndexedDB fallback</td><td><span class="severity sev-ok">✅</span></td><td>Auto-falls back when localStorage quota exceeded</td></tr>
+  <tr><td>Legacy migration</td><td><span class="severity sev-ok">✅</span></td><td>Old uncompressed format auto-migrates to v2 compressed</td></tr>
+  <tr><td>Trash system</td><td><span class="severity sev-ok">✅</span></td><td>Auto-purge after 24h, <code>ls-trash</code>, <code>empty-trash</code> commands</td></tr>
+  <tr><td>Checkpoint/rollback</td><td><span class="severity sev-ok">✅</span></td><td>Auto-manages max 3, strips system dirs from snapshots</td></tr>
+  <tr><td>Virtual /sys/</td><td><span class="severity sev-ok">✅</span></td><td>Live runtime state without persistence — elegant design</td></tr>
+  <tr><td>NeuralVFS integration</td><td><span class="severity sev-ok">✅</span></td><td>Decoupled via window events, zero coupling</td></tr>
+  <tr><td>Session v2 format</td><td><span class="severity sev-ok">✅</span></td><td>Metadata-only, VFS persists independently</td></tr>
+  <tr><td>Path resolution</td><td><span class="severity sev-ok">✅</span></td><td>Handles <code>.</code>, <code>..</code>, absolute, relative, virtual paths</td></tr>
+  <tr><td>Module ecosystem</td><td><span class="severity sev-ok">✅</span></td><td>43 modules, all loaded, 0 errors, 0 local edits</td></tr>
+  <tr><td>Ollama connectivity</td><td><span class="severity sev-ok">✅</span></td><td>Connected to deepseek-v4-flash:cloud</td></tr>
+  <tr><td>Memory Graph</td><td><span class="severity sev-ok">✅</span></td><td>27 nodes, 30 edges, active, no fallback</td></tr>
+  <tr><td>World Model</td><td><span class="severity sev-ok">✅</span></td><td>v4.5.83 synthesized, health OK</td></tr>
+  <tr><td>Skills system</td><td><span class="severity sev-ok">✅</span></td><td>37 skills, well-organized, index maintained</td></tr>
+  <tr><td>WebDAV backup</td><td><span class="severity sev-ok">✅</span></td><td>Cloud backup/restore functional</td></tr>
+  <tr><td>Sandbox module</td><td><span class="severity sev-ok">✅</span></td><td>WebWorker pool for isolated execution</td></tr>
+  <tr><td>Predictor module</td><td><span class="severity sev-ok">✅</span></td><td>Task duration estimation from history</td></tr>
+  <tr><td>SmartContext</td><td><span class="severity sev-ok">✅</span></td><td>AI context profiles for different modes</td></tr>
+</table>
+
+<!-- ============================================================ -->
+<h2>6. 📋 Recommended Action Plan</h2>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p1">P1</span></div>
+  <div class="body">
+    <h4>Add beforeunload flush handler</h4>
+    <p>Prevent silent data loss on page close. Add <code>window.addEventListener('beforeunload', flushPendingSave)</code> to VirtualFileSystem. Also add a visual "Saving..." indicator.</p>
+    <span class="effort">⏱️ Effort: Low (30 min)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p1">P1</span></div>
+  <div class="body">
+    <h4>Fix rmdir command to check emptiness</h4>
+    <p>Change <code>rmdir</code> to use <code>fs.rmdir()</code> (which checks emptiness) instead of <code>deleteDirRecursive</code>. Add <code>rm -rf</code> or <code>trash</code> for recursive deletion.</p>
+    <span class="effort">⏱️ Effort: Low (15 min)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p2">P2</span></div>
+  <div class="body">
+    <h4>Fix sys/ directory leak</h4>
+    <p>Audit virtual mount resolver. Ensure <code>/sys/</code> paths are intercepted before VFS node creation. Add filter in <code>listDirectory()</code> to exclude virtual mount artifacts.</p>
+    <span class="effort">⏱️ Effort: Medium (1-2 hrs)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p2">P2</span></div>
+  <div class="body">
+    <h4>Remove duplicate module-modmgr</h4>
+    <p>Remove <code>module-modmgr</code> from module index. Unregister its command handlers. Ensure <code>module-manager</code> is the sole owner.</p>
+    <span class="effort">⏱️ Effort: Low (20 min)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p2">P2</span></div>
+  <div class="body">
+    <h4>Spring cleaning: prune stale artifacts</h4>
+    <p>Move version files to <code>/archive/</code>. Update or remove <code>manifest.json</code> and <code>baseline_v1.json</code>. Remove dead scripts. Clean up <code>loop-lesson-*</code> skills. Purge stale leases.</p>
+    <span class="effort">⏱️ Effort: Medium (1 hr)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p2">P2</span></div>
+  <div class="body">
+    <h4>Consolidate duplicate directories</h4>
+    <p>Remove <code>/_agents/</code> (duplicate of <code>/agents/</code>). Remove <code>/_docs/</code> (duplicate of <code>/docs/</code>). Remove empty dirs: <code>/_security/</code>, <code>/_contexts/</code>, <code>/_contracts/</code>.</p>
+    <span class="effort">⏱️ Effort: Low (15 min)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p3">P3</span></div>
+  <div class="body">
+    <h4>Fix find double-lowercase bug</h4>
+    <p>Remove <code>.toLowerCase()</code> from <code>find</code> command handler — regex already handles case-insensitivity.</p>
+    <span class="effort">⏱️ Effort: Low (5 min)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p3">P3</span></div>
+  <div class="body">
+    <h4>Improve trash to preserve directory structure</h4>
+    <p>Store trashed directories as nested structures instead of flat timestamp-prefixed files.</p>
+    <span class="effort">⏱️ Effort: Medium (1 hr)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p3">P3</span></div>
+  <div class="body">
+    <h4>Add save confirmation indicator</h4>
+    <p>Show a brief "💾 Saved" toast or status indicator when VFS writes to storage.</p>
+    <span class="effort">⏱️ Effort: Low (15 min)</span>
+  </div>
+</div>
+
+<div class="rec-card">
+  <div class="tag"><span class="severity sev-p3">P3</span></div>
+  <div class="body">
+    <h4>Enrich Memory Graph connectivity</h4>
+    <p>Current ratio is 1.1 edges/node. Aim for 2-3 edges/node by adding cross-references between related files, skills, and concepts.</p>
+    <span class="effort">⏱️ Effort: Ongoing</span>
+  </div>
+</div>
+
+<!-- ============================================================ -->
+<h2>7. 📊 Dependency Graph Analysis</h2>
+
+<div class="arch-diagram">
+Module Dependency Map (simplified):
+
+  SystemModule ──┬── FileSystemModule ──┬── NeuralVFSModule
+                 │                      └── CryptoGzipModule
+                 ├── ConfigManagerModule
+                 ├── ModuleManagerModule ──⚠️ DUPLICATE with module-manager
+                 ├── OllamaModule ──┬── SmartContextModule
+                 │                  └── WebX11AIAssistantModule
+                 ├── SearXNGModule ── WebFetcherModule
+                 ├── AgentRegistryModule ──┬── LeasesModule
+                 │                          └── OrchestratorModule
+                 ├── MemoryGraphModule ── WorldModelModule
+                 ├── PredictorModule
+                 ├── ServerMonitorModule
+                 └── SandboxModule
+
+  Ext Modules (independent):
+     Editor, Shell, Alias, Finder, FileMgr, Diff, BusyBox,
+     Calc, Voice, Debug, Cron, Theme, WPM, Mindmap, WebDAV,
+     SkillPack, Tutorial, Floating, JSConsole, Media, Three
+
+  ⚠️  Critical Path: VFS → localStorage (no beforeunload guard)
+  ⚠️  Duplicate: module-modmgr ↔ module-manager (command collision)
+  ⚠️  Orphaned: manifest.json references 4 agents that don't exist
+  ⚠️  Dead code: scripts/vfs_utils.js (Node.js require in browser)
+</div>
+
+<!-- ============================================================ -->
+<h2>8. 🧠 Strategic Recommendations</h2>
+
+<div class="issue" style="border-color: #1a3a2a;">
+  <h4>🎯 Short-term (this session)</h4>
+  <ul style="color:#8899aa; margin:0.5rem 0 0 1.2rem; font-size:0.9rem;">
+    <li>Add <code>beforeunload</code> flush — highest priority, prevents data loss</li>
+    <li>Fix <code>rmdir</code> command — prevents accidental data loss</li>
+    <li>Remove duplicate <code>module-modmgr</code> — cleans up command namespace</li>
+    <li>Prune stale leases and empty directories — reduces VFS clutter</li>
+  </ul>
+</div>
+
+<div class="issue" style="border-color: #1a2a3a;">
+  <h4>🎯 Medium-term (next 3 sessions)</h4>
+  <ul style="color:#8899aa; margin:0.5rem 0 0 1.2rem; font-size:0.9rem;">
+    <li>Fix <code>sys/</code> directory leak — structural integrity issue</li>
+    <li>Implement VFS save indicator — user experience improvement</li>
+    <li>Add recursive <code>du</code> and <code>grep -r</code> — feature parity with Unix</li>
+    <li>Enrich Memory Graph connectivity — better cross-session inference</li>
+    <li>Create proper documentation in <code>/docs/</code> — fill the empty directory</li>
+  </ul>
+</div>
+
+<div class="issue" style="border-color: #1a2a3a;">
+  <h4>🎯 Long-term (architectural)</h4>
+  <ul style="color:#8899aa; margin:0.5rem 0 0 1.2rem; font-size:0.9rem;">
+    <li>Implement VFS transaction log for crash recovery</li>
+    <li>Add VFS integrity checksum on every save</li>
+    <li>Create automated VFS health monitoring (replace stub <code>health_audit.js</code>)</li>
+    <li>Implement agent auto-revival from registry (12 registered, 0 active)</li>
+    <li>Build a proper project management system in <code>/projects/</code></li>
+    <li>Add automated lease cleanup (purge leases older than 7 days)</li>
+    <li>Consider migrating from localStorage to IndexedDB as primary storage</li>
+  </ul>
+</div>
+
+<!-- ============================================================ -->
+<h2>9. 📈 System Health Score</h2>
+
+<div class="summary-grid">
+  <div class="stat-card good"><div class="num">85%</div><div class="label">Module Health</div></div>
+  <div class="stat-card warn"><div class="num">65%</div><div class="label">VFS Integrity</div></div>
+  <div class="stat-card warn"><div class="num">70%</div><div class="label">Data Safety</div></div>
+  <div class="stat-card bad"><div class="num">40%</div><div class="label">Housekeeping</div></div>
+  <div class="stat-card good"><div class="num">90%</div><div class="label">AI Layer</div></div>
+  <div class="stat-card warn"><div class="num">60%</div><div class="label">Agent Ecosystem</div></div>
+</div>
+
+<p style="color:#8899aa; margin-top:1rem;">
+<strong>Overall: 68/100 — Functional but fragile.</strong> The core AI and module layers are solid, but the VFS layer has two critical data-loss bugs and significant structural debt. The agent ecosystem is dormant (12 registered, 0 active). Housekeeping is the weakest area — stale artifacts, empty directories, and orphaned metadata accumulate without cleanup.
+</p>
+
+<div class="footer">
+  newOS4 v4.5.83 · Architecture Audit · 2026-07-03 16:14 UTC · Generated by Architect Role
+</div>
+
+</body>
+</html>
+```
\ No newline at end of file
diff --git a/downloads/memory/newos-architecture-3d.html b/downloads/memory/newos-architecture-3d.html
new file mode 100644
index 0000000..c1f30e5
--- /dev/null
+++ b/downloads/memory/newos-architecture-3d.html
@@ -0,0 +1,612 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no, viewport-fit=cover">
+<meta name="theme-color" content="#0a0e1a">
+<meta name="apple-mobile-web-app-capable" content="yes">
+<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
+<title>newOS4 · Mobile Architecture</title>
+<style>
+  *, *::before, *::after {
+    box-sizing: border-box;
+    margin: 0;
+    padding: 0;
+    -webkit-tap-highlight-color: transparent;
+    -webkit-touch-callout: none;
+    -webkit-user-select: none;
+    user-select: none;
+  }
+  html, body {
+    width: 100%;
+    height: 100%;
+    height: 100dvh;
+    overflow: hidden;
+    background: #0a0e1a;
+    color: #e8eef7;
+    font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
+    overscroll-behavior: none;
+    touch-action: none;
+  }
+  body {
+    position: fixed;
+    inset: 0;
+    background: radial-gradient(ellipse at center, #131a2c 0%, #0a0e1a 70%);
+  }
+  #scene {
+    position: absolute;
+    inset: 0;
+    width: 100%;
+    height: 100%;
+    touch-action: none;
+    cursor: grab;
+  }
+  #scene.dragging { cursor: grabbing; }
+
+  /* HUD — top-left, always visible, big enough to read on phone */
+  #hud {
+    position: absolute;
+    top: max(env(safe-area-inset-top, 0px), 12px);
+    left: 12px;
+    z-index: 10;
+    pointer-events: none;
+    line-height: 1.35;
+  }
+  #hud .title {
+    font-size: 16px;
+    font-weight: 700;
+    letter-spacing: 0.3px;
+    color: #7dd3fc;
+    text-shadow: 0 0 8px rgba(125, 211, 252, 0.4);
+  }
+  #hud .sub {
+    font-size: 12px;
+    font-weight: 500;
+    color: #94a3b8;
+    margin-top: 2px;
+  }
+  #hud .hint {
+    font-size: 11px;
+    color: #64748b;
+    margin-top: 6px;
+    max-width: 220px;
+  }
+
+  /* Node info card — top-right, big text */
+  #card {
+    position: absolute;
+    top: max(env(safe-area-inset-top, 0px), 12px);
+    right: 12px;
+    z-index: 20;
+    max-width: min(78vw, 320px);
+    background: rgba(15, 22, 38, 0.92);
+    border: 1px solid rgba(125, 211, 252, 0.35);
+    border-radius: 12px;
+    padding: 14px 16px;
+    backdrop-filter: blur(10px);
+    -webkit-backdrop-filter: blur(10px);
+    box-shadow: 0 10px 30px rgba(0,0,0,0.4), 0 0 0 1px rgba(125,211,252,0.08) inset;
+    pointer-events: none;
+    transform: translateX(20px);
+    opacity: 0;
+    transition: transform 0.18s ease-out, opacity 0.18s ease-out;
+  }
+  #card.visible {
+    transform: translateX(0);
+    opacity: 1;
+  }
+  #card .name {
+    font-size: 18px;
+    font-weight: 700;
+    color: #fff;
+    margin-bottom: 4px;
+  }
+  #card .layer {
+    display: inline-block;
+    font-size: 11px;
+    font-weight: 600;
+    text-transform: uppercase;
+    letter-spacing: 0.8px;
+    padding: 3px 8px;
+    border-radius: 4px;
+    margin-bottom: 8px;
+  }
+  #card .desc {
+    font-size: 14px;
+    line-height: 1.45;
+    color: #cbd5e1;
+  }
+  #card .close {
+    position: absolute;
+    top: 8px;
+    right: 8px;
+    width: 24px;
+    height: 24px;
+    border-radius: 12px;
+    background: rgba(255,255,255,0.08);
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 14px;
+    color: #94a3b8;
+    pointer-events: auto;
+    cursor: pointer;
+  }
+
+  /* Control bar — bottom-center, big touch targets */
+  #controls {
+    position: absolute;
+    bottom: max(env(safe-area-inset-bottom, 0px), 16px);
+    left: 50%;
+    transform: translateX(-50%);
+    z-index: 10;
+    display: flex;
+    gap: 8px;
+    padding: 8px;
+    background: rgba(15, 22, 38, 0.75);
+    border: 1px solid rgba(255,255,255,0.08);
+    border-radius: 32px;
+    backdrop-filter: blur(10px);
+    -webkit-backdrop-filter: blur(10px);
+  }
+  .btn {
+    width: 44px;
+    height: 44px;
+    border-radius: 22px;
+    background: rgba(255,255,255,0.05);
+    border: 1px solid rgba(255,255,255,0.08);
+    color: #cbd5e1;
+    font-size: 18px;
+    font-weight: 600;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    cursor: pointer;
+    transition: background 0.15s, transform 0.1s;
+  }
+  .btn:active {
+    background: rgba(125, 211, 252, 0.2);
+    transform: scale(0.92);
+  }
+  .btn.active {
+    background: rgba(125, 211, 252, 0.18);
+    color: #7dd3fc;
+    border-color: rgba(125, 211, 252, 0.4);
+  }
+
+  /* Status — bottom-left */
+  #status {
+    position: absolute;
+    bottom: max(env(safe-area-inset-bottom, 0px), 24px);
+    left: 12px;
+    z-index: 10;
+    font-size: 11px;
+    color: #64748b;
+    pointer-events: none;
+  }
+  #status .dot {
+    display: inline-block;
+    width: 6px;
+    height: 6px;
+    border-radius: 3px;
+    background: #22c55e;
+    margin-right: 6px;
+    vertical-align: middle;
+    box-shadow: 0 0 6px #22c55e;
+  }
+
+  /* SVG node label — big, never tiny */
+  .label {
+    font-size: 13px;
+    font-weight: 600;
+    fill: #e2e8f0;
+    paint-order: stroke;
+    stroke: #0a0e1a;
+    stroke-width: 3px;
+    stroke-linejoin: round;
+    pointer-events: none;
+    text-anchor: middle;
+    dominant-baseline: middle;
+  }
+  .label.sub {
+    font-size: 10px;
+    font-weight: 500;
+    fill: #94a3b8;
+  }
+  .node-hit {
+    cursor: pointer;
+    transition: opacity 0.15s;
+  }
+  .node-hit.pinned {
+    opacity: 1;
+  }
+  .node-circle {
+    transition: r 0.15s, filter 0.15s;
+  }
+  .node-circle.pinned {
+    filter: drop-shadow(0 0 6px currentColor);
+  }
+
+  /* Pulse animation overlay (CSS, fires once on demand) */
+  @keyframes pulseRing {
+    0%   { transform: scale(0.6); opacity: 0.9; }
+    100% { transform: scale(2.4); opacity: 0; }
+  }
+  .pulse-ring {
+    position: absolute;
+    width: 80px;
+    height: 80px;
+    border-radius: 50%;
+    border: 2px solid #7dd3fc;
+    pointer-events: none;
+    animation: pulseRing 1.2s ease-out forwards;
+    z-index: 5;
+  }
+</style>
+</head>
+<body>
+
+<div id="hud">
+  <div class="title">newOS4</div>
+  <div class="sub">41 modules · 24 skills · 303 files</div>
+  <div class="hint">Drag to orbit · Tap a node</div>
+</div>
+
+<div id="card">
+  <div class="close" id="cardClose">×</div>
+  <div class="layer" id="cardLayer">CORE</div>
+  <div class="name" id="cardName">—</div>
+  <div class="desc" id="cardDesc">—</div>
+</div>
+
+<div id="controls">
+  <button class="btn" id="btnReset" title="Reset view">⌂</button>
+  <button class="btn" id="btnPulse" title="Pulse">~</button>
+  <button class="btn" id="btnLabels" title="Toggle labels">A</button>
+  <button class="btn" id="btnFlows" title="Toggle flows">◉</button>
+  <button class="btn" id="btnHelp" title="Help">?</button>
+</div>
+
+<div id="status"><span class="dot"></span><span id="statusText">idle</span></div>
+
+<svg id="scene" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 400 700" preserveAspectRatio="xMidYMid meet">
+  <defs>
+    <radialGradient id="bgGrad" cx="50%" cy="50%" r="70%">
+      <stop offset="0%" stop-color="#1a2440" stop-opacity="0.6"/>
+      <stop offset="100%" stop-color="#0a0e1a" stop-opacity="0"/>
+    </radialGradient>
+    <filter id="glow" x="-50%" y="-50%" width="200%" height="200%">
+      <feGaussianBlur stdDeviation="2" result="blur"/>
+      <feMerge>
+        <feMergeNode in="blur"/>
+        <feMergeNode in="SourceGraphic"/>
+      </feMerge>
+    </filter>
+  </defs>
+
+  <!-- Star field (static, cheap) -->
+  <g id="stars" opacity="0.6"></g>
+
+  <!-- Background gradient overlay -->
+  <rect x="0" y="0" width="400" height="700" fill="url(#bgGrad)" pointer-events="none"/>
+
+  <!-- Edges layer -->
+  <g id="edges" fill="none" stroke-linecap="round"></g>
+
+  <!-- Nodes layer -->
+  <g id="nodes"></g>
+
+  <!-- Labels layer -->
+  <g id="labels"></g>
+</svg>
+
+<script>
+(() => {
+  'use strict';
+
+  // ---------- DATA ----------
+  const layers = {
+    core:    { color: '#7dd3fc', name: 'Core',         y:  90 },
+    ai:      { color: '#a78bfa', name: 'AI Engine',    y: 200 },
+    ext:     { color: '#34d399', name: 'Extensions',   y: 310 },
+    user:    { color: '#fbbf24', name: 'User Space',   y: 430 },
+    world:   { color: '#f472b6', name: 'World Model',  y: 560 },
+  };
+
+  const nodes = [
+    // Core
+    { id: 'kernel',   layer: 'core', label: 'Kernel',      x: 200, r: 22 },
+    { id: 'vfs',      layer: 'core', label: 'VFS',         x: 110, r: 18 },
+    { id: 'modules',  layer: 'core', label: 'Modules',     x: 290, r: 18 },
+    { id: 'skills',   layer: 'core', label: 'Skills',      x:  60, r: 16 },
+    { id: 'agents',   layer: 'core', label: 'Agents',      x: 340, r: 16 },
+
+    // AI
+    { id: 'llm',      layer: 'ai',   label: 'LLM',         x: 200, r: 22 },
+    { id: 'router',   layer: 'ai',   label: 'Router',      x: 100, r: 17 },
+    { id: 'memory',   layer: 'ai',   label: 'Memory',      x: 300, r: 18 },
+    { id: 'tools',    layer: 'ai',   label: 'Tools',       x:  40, r: 15 },
+    { id: 'prompts',  layer: 'ai',   label: 'Prompts',     x: 360, r: 15 },
+
+    // Extensions
+    { id: 'wallet',   layer: 'ext',  label: 'Wallet',      x: 150, r: 20 },
+    { id: 'wpm',      layer: 'ext',  label: 'WPM',         x: 270, r: 17 },
+    { id: 'webdav',   layer: 'ext',  label: 'WebDAV',      x:  60, r: 16 },
+    { id: 'cron',     layer: 'ext',  label: 'Cron',        x: 340, r: 16 },
+    { id: 'sandbox',  layer: 'ext',  label: 'Sandbox',     x: 220, r: 15 },
+
+    // User
+    { id: 'profile',  layer: 'user', label: 'Profile',     x: 100, r: 17 },
+    { id: 'sessions', layer: 'user', label: 'Sessions',    x: 220, r: 18 },
+    { id: 'vault',    layer: 'user', label: 'Vault',       x: 320, r: 17 },
+
+    // World Model
+    { id: 'wm',       layer: 'world', label: 'WorldModel', x: 200, r: 22 },
+    { id: 'graph',    layer: 'world', label: 'Graph',      x: 100, r: 17 },
+    { id: 'predict',  layer: 'world', label: 'Predict',    x: 300, r: 18 },
+  ];
+
+  const descs = {
+    kernel:  'System core. Mounts modules, routes commands, owns the event loop.',
+    vfs:     'Virtual filesystem. Resolves paths, lists dirs, reads/writes files.',
+    modules: '41 modules loaded. Core + extension. Hot-reloadable.',
+    skills:  '24 markdown skills. Searchable, patchable, versioned.',
+    agents:  '3 worker agents. Delegate tasks with capabilities.',
+    llm:     'MiniMax-M3 by MiniMax. Coding-tuned, 2026-01 cutoff.',
+    router:  'Routes tool calls to the right module. Zero-fallback chain.',
+    memory:  '37 nodes, 51 edges in the memory graph. Auto-pruned.',
+    tools:   '21 tools: read/write, modules, web, vault, agents.',
+    prompts: 'System + per-task prompts. Editable via edit_module.',
+    wallet:  'Wallet lookup, no auth. Read-only Hyperliquid queries.',
+    wpm:     'WebX11 Package Manager. Install modules with one command.',
+    webdav:  'Remote filesystem. Mount, browse, edit over HTTPS.',
+    cron:    'Scheduled tasks. Cron expressions in skill files.',
+    sandbox: 'Isolated JS execution. node -e, browser JS only.',
+    profile: 'User preferences. preferredModel, history, settings.',
+    sessions: 'Session save/load. Date-keyed, terminal-aware.',
+    vault:   'Secret vault. Hyperliquid keys, API tokens, encrypted.',
+    wm:      'Self-awareness model. Ask about state, health, projects.',
+    graph:   'Knowledge graph. 37 nodes linking tasks to files.',
+    predict: 'Predict task duration, tokens, confidence. ML-trained.',
+  };
+
+  const edges = [
+    ['kernel','vfs'], ['kernel','modules'], ['kernel','skills'], ['kernel','agents'],
+    ['llm','router'], ['llm','memory'], ['llm','tools'], ['llm','prompts'],
+    ['modules','wallet'], ['modules','wpm'], ['modules','webdav'], ['modules','cron'], ['modules','sandbox'],
+    ['profile','sessions'], ['profile','vault'],
+    ['wm','graph'], ['wm','predict'],
+    ['llm','wm'], ['kernel','llm'],
+  ];
+
+  // ---------- RENDER ----------
+  const svg = document.getElementById('scene');
+  const starsG = document.getElementById('stars');
+  const edgesG = document.getElementById('edges');
+  const nodesG = document.getElementById('nodes');
+  const labelsG = document.getElementById('labels');
+  const card = document.getElementById('card');
+  const cardName = document.getElementById('cardName');
+  const cardDesc = document.getElementById('cardDesc');
+  const cardLayer = document.getElementById('cardLayer');
+  const cardClose = document.getElementById('cardClose');
+  const statusText = document.getElementById('statusText');
+
+  // Stars
+  (function makeStars() {
+    let s = '';
+    for (let i = 0; i < 60; i++) {
+      const x = Math.random() * 400;
+      const y = Math.random() * 700;
+      const r = Math.random() * 0.8 + 0.3;
+      const o = Math.random() * 0.6 + 0.2;
+      s += `<circle cx="${x.toFixed(1)}" cy="${y.toFixed(1)}" r="${r.toFixed(2)}" fill="#cbd5e1" opacity="${o.toFixed(2)}"/>`;
+    }
+    starsG.innerHTML = s;
+  })();
+
+  // Edges
+  const nodeMap = Object.fromEntries(nodes.map(n => [n.id, n]));
+  let edgeHTML = '';
+  edges.forEach(([a, b]) => {
+    const na = nodeMap[a], nb = nodeMap[b];
+    if (!na || !nb) return;
+    const la = layers[na.layer], lb = layers[nb.layer];
+    const c = la.color;
+    const opacity = (la === lb) ? 0.45 : 0.3;
+    edgeHTML += `<line x1="${na.x}" y1="${la.y}" x2="${nb.x}" y2="${lb.y}" stroke="${c}" stroke-width="1.2" opacity="${opacity}"/>`;
+  });
+  edgesG.innerHTML = edgeHTML;
+
+  // Nodes
+  let nodeHTML = '';
+  let labelHTML = '';
+  let showLabels = true;
+  let showFlows = true;
+  nodes.forEach(n => {
+    const L = layers[n.layer];
+    nodeHTML += `
+      <g class="node-hit" data-id="${n.id}">
+        <circle class="node-circle" cx="${n.x}" cy="${L.y}" r="${n.r}" fill="${L.color}" fill-opacity="0.18" stroke="${L.color}" stroke-width="2" filter="url(#glow)"/>
+      </g>`;
+    labelHTML += `<text class="label" x="${n.x}" y="${L.y + n.r + 14}">${n.label}</text>`;
+  });
+  nodesG.innerHTML = nodeHTML;
+  labelsG.innerHTML = labelHTML;
+
+  // ---------- INTERACTION ----------
+  let pinned = null;
+  let camYaw = 0;     // -1..1 mapped to dx
+  let dragging = false;
+  let dragStart = null;
+  let lastTap = null;
+
+  function setStatus(t) { statusText.textContent = t; }
+
+  function showCard(id) {
+    const n = nodeMap[id];
+    if (!n) return;
+    const L = layers[n.layer];
+    cardName.textContent = n.label;
+    cardDesc.textContent = descs[id] || '';
+    cardLayer.textContent = L.name;
+    cardLayer.style.background = L.color;
+    cardLayer.style.color = '#0a0e1a';
+    card.classList.add('visible');
+    setStatus('viewing ' + n.label);
+
+    // Highlight node
+    document.querySelectorAll('.node-circle').forEach(c => c.classList.remove('pinned'));
+    document.querySelectorAll('.node-hit').forEach(g => g.classList.remove('pinned'));
+    const hit = document.querySelector(`.node-hit[data-id="${id}"]`);
+    if (hit) {
+      hit.classList.add('pinned');
+      hit.querySelector('.node-circle').classList.add('pinned');
+    }
+    pinned = id;
+  }
+
+  function hideCard() {
+    card.classList.remove('visible');
+    document.querySelectorAll('.node-circle').forEach(c => c.classList.remove('pinned'));
+    document.querySelectorAll('.node-hit').forEach(g => g.classList.remove('pinned'));
+    pinned = null;
+    setStatus('idle');
+  }
+
+  cardClose.addEventListener('click', (e) => {
+    e.stopPropagation();
+    hideCard();
+  });
+
+  // Find node by touch/click coordinates
+  function hitTest(clientX, clientY) {
+    const rect = svg.getBoundingClientRect();
+    // Map client coords into viewBox 400x700
+    const x = (clientX - rect.left) * (400 / rect.width);
+    const y = (clientY - rect.top)  * (700 / rect.height);
+    let best = null, bestD = Infinity;
+    for (const n of nodes) {
+      const ny = layers[n.layer].y;
+      const dx = x - n.x, dy = y - ny;
+      const d = Math.sqrt(dx*dx + dy*dy);
+      // Big hit radius on mobile (24-32)
+      const hr = Math.max(n.r + 14, 24);
+      if (d < hr && d < bestD) { bestD = d; best = n; }
+    }
+    return best;
+  }
+
+  // Camera orbit (horizontal drag only — most natural on phone)
+  function applyCamera() {
+    const maxDx = 25;
+    const dx = camYaw * maxDx;
+    edgesG.setAttribute('transform', `translate(${dx} 0)`);
+    nodesG.setAttribute('transform', `translate(${dx} 0)`);
+    labelsG.setAttribute('transform', `translate(${dx} 0)`);
+  }
+
+  function onPointerDown(e) {
+    dragging = true;
+    svg.classList.add('dragging');
+    const t = (e.touches ? e.touches[0] : e);
+    dragStart = { x: t.clientX, y: t.clientY, t: Date.now(), dx: 0, dy: 0 };
+    setStatus('dragging');
+  }
+
+  function onPointerMove(e) {
+    if (!dragging) return;
+    e.preventDefault();
+    const t = (e.touches ? e.touches[0] : e);
+    dragStart.dx = t.clientX - dragStart.x;
+    dragStart.dy = t.clientY - dragStart.y;
+    // Map horizontal drag to yaw (-1..1)
+    camYaw = Math.max(-1, Math.min(1, dragStart.dx / 120));
+    applyCamera();
+  }
+
+  function onPointerUp(e) {
+    if (!dragging) return;
+    dragging = false;
+    svg.classList.remove('dragging');
+    const moved = Math.abs(dragStart.dx) + Math.abs(dragStart.dy);
+    const dt = Date.now() - dragStart.t;
+    // Tap = small movement, short time
+    if (moved < 8 && dt < 400) {
+      const t = (e.changedTouches ? e.changedTouches[0] : e);
+      const hit = hitTest(t.clientX, t.clientY);
+      if (hit) {
+        if (pinned === hit.id) hideCard();
+        else showCard(hit.id);
+      } else {
+        hideCard();
+      }
+    } else {
+      setStatus('idle');
+    }
+  }
+
+  // Touch
+  svg.addEventListener('touchstart', (e) => { onPointerDown(e); }, { passive: false });
+  svg.addEventListener('touchmove',  (e) => { onPointerMove(e); }, { passive: false });
+  svg.addEventListener('touchend',   (e) => { onPointerUp(e); },   { passive: false });
+  svg.addEventListener('touchcancel',(e) => { dragging = false; svg.classList.remove('dragging'); setStatus('idle'); });
+
+  // Mouse (desktop fallback)
+  svg.addEventListener('mousedown',  onPointerDown);
+  window.addEventListener('mousemove', onPointerMove);
+  window.addEventListener('mouseup',  onPointerUp);
+
+  // Pinch zoom (simple)
+  let pinchStart = 0;
+  svg.addEventListener('gesturestart', (e) => { pinchStart = e.scale; });
+  svg.addEventListener('gesturechange', (e) => {
+    const s = e.scale / pinchStart;
+    svg.style.transform = `scale(${Math.max(0.6, Math.min(2, s))})`;
+    svg.style.transformOrigin = 'center center';
+  });
+
+  // ---------- CONTROLS ----------
+  document.getElementById('btnReset').addEventListener('click', () => {
+    camYaw = 0; applyCamera();
+    svg.style.transform = '';
+    hideCard();
+  });
+
+  document.getElementById('btnPulse').addEventListener('click', (e) => {
+    const r = e.currentTarget.getBoundingClientRect();
+    const ring = document.createElement('div');
+    ring.className = 'pulse-ring';
+    ring.style.left = (r.left + r.width/2 - 40) + 'px';
+    ring.style.top  = (r.top + r.height/2 - 40) + 'px';
+    document.body.appendChild(ring);
+    setTimeout(() => ring.remove(), 1300);
+    setStatus('pulse');
+    setTimeout(() => { if (!pinned) setStatus('idle'); }, 1200);
+  });
+
+  document.getElementById('btnLabels').addEventListener('click', (e) => {
+    showLabels = !showLabels;
+    labelsG.style.display = showLabels ? '' : 'none';
+    e.currentTarget.classList.toggle('active', showLabels);
+  });
+  document.getElementById('btnLabels').classList.add('active');
+
+  document.getElementById('btnFlows').addEventListener('click', (e) => {
+    showFlows = !showFlows;
+    edgesG.style.display = showFlows ? '' : 'none';
+    e.currentTarget.classList.toggle('active', showFlows);
+  });
+  document.getElementById('btnFlows').classList.add('active');
+
+  document.getElementById('btnHelp').addEventListener('click', () => {
+    showCard('kernel');
+  });
+
+  // Initial status
+  setStatus('idle');
+})();
+</script>
+
+</body>
+</html>
diff --git a/downloads/memory/release-arc-3d.html b/downloads/memory/release-arc-3d.html
new file mode 100644
index 0000000..2aa359d
--- /dev/null
+++ b/downloads/memory/release-arc-3d.html
@@ -0,0 +1,384 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<title>newOS4 Memory Constellation — v4.5.86 → v4.5.90b</title>
+<style>
+  html,body { margin:0; padding:0; background:#02030a; color:#cfe; font-family:ui-monospace,Menlo,monospace; overflow:hidden; }
+  #app { position:fixed; inset:0; }
+  #hud { position:fixed; top:12px; left:12px; padding:10px 14px; background:rgba(0,0,0,.55); border:1px solid #234; border-radius:6px; max-width:320px; font-size:12px; line-height:1.5; backdrop-filter:blur(6px); }
+  #hud h1 { margin:0 0 6px; font-size:14px; color:#9ef; letter-spacing:.5px; }
+  #hud .row { display:flex; justify-content:space-between; gap:12px; }
+  #hud .k { color:#678; } #hud .v { color:#bdf; }
+  #info { position:fixed; bottom:12px; left:12px; padding:10px 14px; background:rgba(0,0,0,.55); border:1px solid #234; border-radius:6px; max-width:420px; font-size:12px; line-height:1.55; backdrop-filter:blur(6px); display:none; }
+  #info .ver { color:#fff; font-weight:700; }
+  #info .phase { color:#9ef; font-size:10px; text-transform:uppercase; letter-spacing:1px; }
+  #info ul { margin:6px 0 0; padding-left:16px; color:#9ab; }
+  #controls { position:fixed; top:12px; right:12px; display:flex; flex-direction:column; gap:6px; }
+  #controls button { background:rgba(0,0,0,.6); color:#9ef; border:1px solid #234; padding:6px 10px; font-family:inherit; font-size:11px; border-radius:4px; cursor:pointer; }
+  #controls button:hover { background:rgba(40,80,120,.5); }
+  #legend { position:fixed; bottom:12px; right:12px; padding:8px 12px; background:rgba(0,0,0,.55); border:1px solid #234; border-radius:6px; font-size:11px; }
+  #legend .item { display:flex; align-items:center; gap:6px; margin:2px 0; color:#9ab; }
+  #legend .dot { width:8px; height:8px; border-radius:50%; }
+  #tip { position:fixed; bottom:6px; left:50%; transform:translateX(-50%); color:#456; font-size:10px; letter-spacing:1px; }
+</style>
+</head>
+<body>
+<div id="app"></div>
+<div id="hud">
+  <h1>◉ newOS4 MEMORY CONSTELLATION</h1>
+  <div class="row"><span class="k">range</span><span class="v">v4.5.86 → v4.5.90b</span></div>
+  <div class="row"><span class="k">releases</span><span class="v">7</span></div>
+  <div class="row"><span class="k">modules</span><span class="v">43</span></div>
+  <div class="row"><span class="k">skills</span><span class="v">24</span></div>
+  <div class="row"><span class="k">review findings</span><span class="v">12 closed</span></div>
+  <div class="row"><span class="k">status</span><span class="v">✅ shipped clean</span></div>
+</div>
+<div id="info"></div>
+<div id="controls">
+  <button id="b-rot">⏸ auto-rotate</button>
+  <button id="b-pulse">◌ trigger pulse</button>
+  <button id="b-reset">⌖ reset view</button>
+</div>
+<div id="legend">
+  <div class="item"><span class="dot" style="background:#4488ff"></span>v4.5.86 cold-start</div>
+  <div class="item"><span class="dot" style="background:#44ddff"></span>v4.5.87 purge</div>
+  <div class="item"><span class="dot" style="background:#44ffaa"></span>v4.5.88 schema</div>
+  <div class="item"><span class="dot" style="background:#88ff44"></span>v4.5.89 connectors</div>
+  <div class="item"><span class="dot" style="background:#ffee44"></span>v4.5.89b review</div>
+  <div class="item"><span class="dot" style="background:#ff9944"></span>v4.5.90 skills</div>
+  <div class="item"><span class="dot" style="background:#ff4488"></span>v4.5.90b skill-review</div>
+</div>
+<div id="tip">drag to rotate · scroll to zoom · click a node</div>
+
+<script type="importmap">
+{
+  "imports": {
+    "three": "https://cdn.jsdelivr.net/npm/three@0.160.0/build/three.module.js",
+    "three/addons/": "https://cdn.jsdelivr.net/npm/three@0.160.0/examples/jsm/"
+  }
+}
+</script>
+
+<script type="module">
+import * as THREE from 'three';
+import { OrbitControls } from 'three/addons/controls/OrbitControls.js';
+
+// ─── SCENE SETUP ─────────────────────────────────────────────────────────
+const app = document.getElementById('app');
+const scene = new THREE.Scene();
+scene.fog = new THREE.FogExp2(0x02030a, 0.012);
+
+const camera = new THREE.PerspectiveCamera(55, innerWidth/innerHeight, 0.1, 200);
+camera.position.set(12, 8, 16);
+
+const renderer = new THREE.WebGLRenderer({ antialias:true, alpha:false });
+renderer.setPixelRatio(Math.min(devicePixelRatio, 2));
+renderer.setSize(innerWidth, innerHeight);
+renderer.setClearColor(0x02030a);
+app.appendChild(renderer.domElement);
+
+const controls = new OrbitControls(camera, renderer.domElement);
+controls.enableDamping = true;
+controls.dampingFactor = 0.06;
+controls.minDistance = 6;
+controls.maxDistance = 40;
+const initialCam = camera.position.clone();
+
+// ─── LIGHTING ────────────────────────────────────────────────────────────
+scene.add(new THREE.HemisphereLight(0x6688aa, 0x110022, 0.55));
+const key = new THREE.DirectionalLight(0xffeebb, 1.1); key.position.set(8, 12, 6); scene.add(key);
+const fill = new THREE.PointLight(0x4488ff, 1.4, 30); fill.position.set(-8, 4, -6); scene.add(fill);
+const rim = new THREE.PointLight(0xff4488, 0.9, 24); rim.position.set(6, 8, -10); scene.add(rim);
+
+// ─── RELEASE DATA (hand-calculated helix positions) ─────────────────────
+// Helix: 7 points, R=4.2, y-step=1.4, angle = i * 2π/6
+// x = R*cos(θ), z = R*sin(θ), y = i*1.4 - 4.2  (centered vertically)
+const R = 4.2, STEP = 1.4, OFFSET_Y = -4.2;
+const cos = (a)=>Math.cos(a), sin=(a)=>Math.sin(a);
+const angle = (i)=>i * (Math.PI*2/6);
+const yOf = (i)=>i * STEP + OFFSET_Y;
+
+const releases = [
+  { v:'v4.5.86',  phase:'Cold-Start',    color:0x4488ff, size:0.55, info:[
+      'Activated 3 dormant modules',
+      'Predictor, MemoryGraph, WorldModel',
+      'First runnable cognitive stack']},
+  { v:'v4.5.87',  phase:'Purge + Slim',  color:0x44ddff, size:0.50, info:[
+      '-42% system prompt',
+      'Removed dead code',
+      'Smaller, faster, focused']},
+  { v:'v4.5.88',  phase:'Schema 2.0',    color:0x44ffaa, size:0.55, info:[
+      'Namespace: global vs agent',
+      'source_session field',
+      'Dual-lookup (by id + by query)']},
+  { v:'v4.5.89',  phase:'Connectors',    color:0x88ff44, size:0.62, info:[
+      'memgraph ↔ NVFS bridge',
+      'World-model TTL + refresh',
+      'Lazy decay, semantic sync']},
+  { v:'v4.5.89b', phase:'Review Harden', color:0xffee44, size:0.58, info:[
+      '6 review findings fixed',
+      'Config persistence',
+      'Clean before R3']},
+  { v:'v4.5.90',  phase:'Agent Skills',  color:0xff9944, size:0.78, info:[
+      '4 commands: learn, validate, audit, restore',
+      '8 methods exposed',
+      'Skills self-improve']},
+  { v:'v4.5.90b', phase:'Skill Review',  color:0xff4488, size:0.85, info:[
+      '6 more findings closed',
+      'Bayesian confidence (uses/(uses+5))',
+      '0 P0/P1 outstanding']},
+];
+
+// ─── GLOW TEXTURE (canvas-based radial gradient) ────────────────────────
+function glowTexture(inner, outer){
+  const c = document.createElement('canvas'); c.width = c.height = 128;
+  const ctx = c.getContext('2d');
+  const g = ctx.createRadialGradient(64,64,0, 64,64,64);
+  g.addColorStop(0, inner); g.addColorStop(0.4, outer); g.addColorStop(1, 'rgba(0,0,0,0)');
+  ctx.fillStyle = g; ctx.fillRect(0,0,128,128);
+  return new THREE.CanvasTexture(c);
+}
+
+// ─── CENTRAL CORE ────────────────────────────────────────────────────────
+const coreGeo = new THREE.IcosahedronGeometry(1.1, 1);
+const coreMat = new THREE.MeshPhongMaterial({ color:0xffffff, emissive:0x4488ff, emissiveIntensity:0.6, shininess:80, flatShading:true });
+const core = new THREE.Mesh(coreGeo, coreMat);
+scene.add(core);
+
+// core glow halo
+const coreGlow = new THREE.Sprite(new THREE.SpriteMaterial({ map: glowTexture('rgba(120,180,255,0.9)','rgba(40,80,180,0.4)'), blending:THREE.AdditiveBlending, depthWrite:false }));
+coreGlow.scale.set(5,5,5);
+scene.add(coreGlow);
+
+// ─── RELEASE NODES ───────────────────────────────────────────────────────
+const releaseGroup = new THREE.Group();
+scene.add(releaseGroup);
+
+const releaseMeshes = [];
+releases.forEach((r, i) => {
+  const a = angle(i);
+  const pos = new THREE.Vector3(R*cos(a), yOf(i), R*sin(a));
+
+  // sphere
+  const geo = new THREE.SphereGeometry(r.size, 32, 32);
+  const mat = new THREE.MeshPhongMaterial({ color: r.color, emissive: r.color, emissiveIntensity: 0.35, shininess:60 });
+  const mesh = new THREE.Mesh(geo, mat);
+  mesh.position.copy(pos);
+  mesh.userData = r;
+  releaseGroup.add(mesh);
+  releaseMeshes.push(mesh);
+
+  // glow sprite
+  const glow = new THREE.Sprite(new THREE.SpriteMaterial({ map: glowTexture('rgba(255,255,255,0.5)','rgba(0,0,0,0)'), color: r.color, blending:THREE.AdditiveBlending, depthWrite:false, transparent:true, opacity:0.7 }));
+  glow.scale.set(r.size*3.5, r.size*3.5, 1);
+  glow.position.copy(pos);
+  releaseGroup.add(glow);
+
+  // label sprite (canvas-baked text)
+  const lc = document.createElement('canvas'); lc.width=256; lc.height=64;
+  const lctx = lc.getContext('2d');
+  lctx.font='bold 28px ui-monospace,monospace';
+  lctx.textAlign='center'; lctx.textBaseline='middle';
+  lctx.fillStyle = '#' + r.color.toString(16).padStart(6,'0');
+  lctx.shadowColor='#000'; lctx.shadowBlur=6;
+  lctx.fillText(r.v, 128, 32);
+  const labelTex = new THREE.CanvasTexture(lc);
+  const label = new THREE.Sprite(new THREE.SpriteMaterial({ map: labelTex, depthWrite:false, transparent:true }));
+  label.scale.set(2.0, 0.5, 1);
+  label.position.set(pos.x, pos.y + r.size + 0.35, pos.z);
+  releaseGroup.add(label);
+});
+
+// ─── EDGES (curves between consecutive releases + radial to core) ────────
+const edgeMat = new THREE.LineBasicMaterial({ color: 0x446688, transparent:true, opacity:0.55 });
+for (let i=0; i<releaseMeshes.length-1; i++){
+  const a = releaseMeshes[i].position, b = releaseMeshes[i+1].position;
+  // quadratic curve via midpoint + slight outward bulge
+  const mid = a.clone().add(b).multiplyScalar(0.5);
+  mid.add(new THREE.Vector3(0, 0.6, 0));
+  const curve = new THREE.QuadraticBezierCurve3(a, mid, b);
+  const pts = curve.getPoints(40).map(p => new THREE.Vector3(p.x, p.y, p.z));
+  const geo = new THREE.BufferGeometry().setFromPoints(pts);
+  releaseGroup.add(new THREE.Line(geo, edgeMat));
+}
+// radial spokes from each release to core
+for (const m of releaseMeshes){
+  const geo = new THREE.BufferGeometry().setFromPoints([m.position, new THREE.Vector3(0,0,0)]);
+  const line = new THREE.Line(geo, new THREE.LineDashedMaterial({ color:0x224466, dashSize:0.15, gapSize:0.1, transparent:true, opacity:0.4 }));
+  line.computeLineDistances();
+  releaseGroup.add(line);
+}
+
+// ─── SKILL ORBIT NODES (4 commands from v4.5.90) ────────────────────────
+const skills = [
+  { name:'skill-learn',    color:0xffddaa },
+  { name:'skill-validate', color:0xaaffdd },
+  { name:'skill-audit',    color:0xddaaff },
+  { name:'skill-restore',  color:0xaadfff },
+];
+const skillOrbit = new THREE.Group();
+scene.add(skillOrbit);
+const skillMeshes = [];
+skills.forEach((s, i) => {
+  const a = i * (Math.PI*2/skills.length) + Math.PI/4;
+  const radius = 7.2;
+  const pos = new THREE.Vector3(radius*cos(a), yOf(5) + Math.sin(a)*1.5, radius*sin(a));
+  const geo = new THREE.OctahedronGeometry(0.35, 0);
+  const mat = new THREE.MeshPhongMaterial({ color: s.color, emissive:s.color, emissiveIntensity:0.4, flatShading:true });
+  const mesh = new THREE.Mesh(geo, mat);
+  mesh.position.copy(pos);
+  mesh.userData = { v:s.name, phase:'v4.5.90 command', color:s.color,
+                    info:['Command shipped in v4.5.90','Part of Agent Skills bundle']};
+  skillOrbit.add(mesh);
+  skillMeshes.push(mesh);
+
+  const lc=document.createElement('canvas');lc.width=256;lc.height=48;
+  const lctx=lc.getContext('2d');
+  lctx.font='20px ui-monospace,monospace'; lctx.textAlign='center'; lctx.textBaseline='middle';
+  lctx.fillStyle='#cde'; lctx.shadowColor='#000'; lctx.shadowBlur=4;
+  lctx.fillText(s.name, 128, 24);
+  const label = new THREE.Sprite(new THREE.SpriteMaterial({ map: new THREE.CanvasTexture(lc), depthWrite:false, transparent:true }));
+  label.scale.set(1.6, 0.3, 1);
+  label.position.set(pos.x, pos.y+0.6, pos.z);
+  skillOrbit.add(label);
+});
+
+// ─── MEMORY PARTICLES (instanced points) ────────────────────────────────
+const N = 400;
+const partGeo = new THREE.BufferGeometry();
+const positions = new Float32Array(N*3);
+const phases = new Float32Array(N);
+for (let i=0; i<N; i++){
+  // random points in a torus shell
+  const theta = Math.random()*Math.PI*2;
+  const r = 9 + Math.random()*4;
+  const y = (Math.random()-0.5) * 14;
+  positions[i*3]   = r*cos(theta);
+  positions[i*3+1] = y;
+  positions[i*3+2] = r*sin(theta);
+  phases[i] = Math.random()*Math.PI*2;
+}
+partGeo.setAttribute('position', new THREE.BufferAttribute(positions, 3));
+partGeo.setAttribute('phase', new THREE.BufferAttribute(phases, 1));
+const partMat = new THREE.PointsMaterial({ color:0x88aaff, size:0.05, transparent:true, opacity:0.6, sizeAttenuation:true, depthWrite:false });
+const particles = new THREE.Points(partGeo, partMat);
+scene.add(particles);
+
+// ─── PULSE RING (decay visualization) ────────────────────────────────────
+const pulseGeo = new THREE.RingGeometry(0.5, 0.55, 64);
+const pulseMat = new THREE.MeshBasicMaterial({ color:0x88ddff, side:THREE.DoubleSide, transparent:true, opacity:0.7, depthWrite:false, blending:THREE.AdditiveBlending });
+const pulse = new THREE.Mesh(pulseGeo, pulseMat);
+pulse.rotation.x = -Math.PI/2;
+pulse.visible = false;
+scene.add(pulse);
+let pulseT = 0, pulsing = false;
+
+// ─── STARFIELD ───────────────────────────────────────────────────────────
+const starGeo = new THREE.BufferGeometry();
+const starPos = new Float32Array(1500*3);
+for (let i=0; i<1500; i++){
+  // sphere shell far out
+  const t = Math.random()*Math.PI*2;
+  const p = Math.acos(2*Math.random()-1);
+  const r = 60 + Math.random()*40;
+  starPos[i*3]   = r*Math.sin(p)*cos(t);
+  starPos[i*3+1] = r*Math.cos(p);
+  starPos[i*3+2] = r*Math.sin(p)*sin(t);
+}
+starGeo.setAttribute('position', new THREE.BufferAttribute(starPos, 3));
+scene.add(new THREE.Points(starGeo, new THREE.PointsMaterial({ color:0xffffff, size:0.15, sizeAttenuation:true, transparent:true, opacity:0.7 })));
+
+// ─── RAYCASTER (click) ──────────────────────────────────────────────────
+const raycaster = new THREE.Raycaster();
+const mouse = new THREE.Vector2();
+const pickables = [...releaseMeshes, ...skillMeshes, core];
+const infoEl = document.getElementById('info');
+
+function showInfo(d){
+  if (!d){ infoEl.style.display='none'; return; }
+  const c = '#' + (d.color||0x88aaff).toString(16).padStart(6,'0');
+  infoEl.style.borderColor = c + '66';
+  infoEl.innerHTML = `<div class="phase">${d.phase||''}</div>
+    <div class="ver" style="color:${c}">${d.v}</div>
+    <ul>${(d.info||[]).map(x=>`<li>${x}</li>`).join('')}</ul>`;
+  infoEl.style.display = 'block';
+}
+window.addEventListener('click', (e) => {
+  mouse.x = (e.clientX/innerWidth)*2 - 1;
+  mouse.y = -(e.clientY/innerHeight)*2 + 1;
+  raycaster.setFromCamera(mouse, camera);
+  const hits = raycaster.intersectObjects(pickables, false);
+  if (hits.length){ showInfo(hits[0].object.userData); }
+  else { showInfo(null); }
+});
+
+// ─── HOVER CURSOR ───────────────────────────────────────────────────────
+window.addEventListener('mousemove', (e)=>{
+  mouse.x = (e.clientX/innerWidth)*2 - 1;
+  mouse.y = -(e.clientY/innerHeight)*2 + 1;
+  raycaster.setFromCamera(mouse, camera);
+  const hits = raycaster.intersectObjects(pickables, false);
+  renderer.domElement.style.cursor = hits.length ? 'pointer' : 'grab';
+});
+
+// ─── UI BUTTONS ──────────────────────────────────────────────────────────
+let autoRotate = true;
+document.getElementById('b-rot').onclick = () => {
+  autoRotate = !autoRotate;
+  document.getElementById('b-rot').textContent = autoRotate ? '⏸ auto-rotate' : '▶ auto-rotate';
+};
+document.getElementById('b-pulse').onclick = () => { pulsing = true; pulseT = 0; pulse.visible = true; };
+document.getElementById('b-reset').onclick = () => {
+  camera.position.copy(initialCam);
+  controls.target.set(0,0,0);
+  controls.update();
+};
+
+// ─── RESIZE ──────────────────────────────────────────────────────────────
+window.addEventListener('resize', () => {
+  camera.aspect = innerWidth/innerHeight;
+  camera.updateProjectionMatrix();
+  renderer.setSize(innerWidth, innerHeight);
+});
+
+// ─── ANIMATION LOOP ──────────────────────────────────────────────────────
+const clock = new THREE.Clock();
+function tick(){
+  const dt = clock.getDelta();
+  const t = clock.elapsedTime;
+
+  if (autoRotate){
+    releaseGroup.rotation.y += dt * 0.08;
+    skillOrbit.rotation.y -= dt * 0.15;
+  }
+  core.rotation.y += dt * 0.4;
+  core.rotation.x += dt * 0.2;
+  coreGlow.material.opacity = 0.7 + 0.3*Math.sin(t*2);
+
+  // particle drift
+  const ppos = particles.geometry.attributes.position;
+  const ppha = particles.geometry.attributes.phase;
+  for (let i=0; i<N; i++){
+    const ph = ppha.array[i];
+    ppos.array[i*3+1] += Math.sin(t + ph) * 0.003;
+  }
+  ppos.needsUpdate = true;
+
+  // pulse animation
+  if (pulsing){
+    pulseT += dt;
+    const s = 0.5 + pulseT * 12;
+    pulse.scale.set(s, s, s);
+    pulseMat.opacity = Math.max(0, 0.8 - pulseT*0.6);
+    if (pulseT > 1.5){ pulsing = false; pulse.visible = false; }
+  }
+
+  controls.update();
+  renderer.render(scene, camera);
+  requestAnimationFrame(tick);
+}
+tick();
+</script>
+</body>
+</html>
diff --git a/downloads/system-analysis-report.html b/downloads/system-analysis-report.html
new file mode 100644
index 0000000..395a171
--- /dev/null
+++ b/downloads/system-analysis-report.html
@@ -0,0 +1,556 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>WebX11 System Analysis & Optimization Report</title>
+    <style>
+        :root {
+            --bg: #0a0f0a;
+            --surface: #0f1a0f;
+            --border: #1a3320;
+            --accent: #00ff41;
+            --accent-dim: #00cc33;
+            --accent-glow: rgba(0, 255, 65, 0.15);
+            --text: #e0ffe6;
+            --text-dim: #88aa88;
+            --warn: #ffcc00;
+            --danger: #ff4444;
+            --info: #44aaff;
+        }
+        * { box-sizing: border-box; }
+        body {
+            margin: 0; padding: 0;
+            background: var(--bg);
+            color: var(--text);
+            font-family: 'Segoe UI', system-ui, sans-serif;
+            line-height: 1.6;
+        }
+        header {
+            border-bottom: 1px solid var(--border);
+            padding: 2rem;
+            background: var(--surface);
+            position: sticky; top: 0; z-index: 10;
+            box-shadow: 0 4px 20px rgba(0,0,0,0.5);
+        }
+        header h1 {
+            margin: 0;
+            font-size: 1.6rem;
+            color: var(--accent);
+            text-shadow: 0 0 10px var(--accent-glow);
+        }
+        header .meta {
+            color: var(--text-dim);
+            font-size: 0.85rem;
+            margin-top: 0.25rem;
+        }
+        .container {
+            max-width: 1100px;
+            margin: 0 auto;
+            padding: 2rem;
+        }
+        .badge {
+            display: inline-block;
+            padding: 0.15rem 0.5rem;
+            border: 1px solid var(--accent);
+            color: var(--accent);
+            font-size: 0.7rem;
+            text-transform: uppercase;
+            letter-spacing: 0.05em;
+            margin-right: 0.5rem;
+        }
+        .badge.warn { border-color: var(--warn); color: var(--warn); }
+        .badge.danger { border-color: var(--danger); color: var(--danger); }
+        .badge.info { border-color: var(--info); color: var(--info); }
+
+        .grid {
+            display: grid;
+            grid-template-columns: repeat(auto-fit, minmax(280px, 1fr));
+            gap: 1.5rem;
+            margin: 2rem 0;
+        }
+        .panel {
+            background: var(--surface);
+            border: 1px solid var(--border);
+            border-radius: 6px;
+            padding: 1.25rem;
+            transition: transform 0.2s, box-shadow 0.2s;
+        }
+        .panel:hover {
+            transform: translateY(-2px);
+            box-shadow: 0 8px 24px var(--accent-glow);
+        }
+        .panel h3 {
+            margin: 0 0 0.75rem;
+            font-size: 1rem;
+            color: var(--accent);
+            display: flex; align-items: center; gap: 0.5rem;
+        }
+        .panel .value {
+            font-size: 2rem;
+            font-weight: 700;
+            color: var(--text);
+        }
+        .panel .label {
+            font-size: 0.8rem;
+            color: var(--text-dim);
+        }
+
+        section {
+            margin: 3rem 0;
+            padding: 1.5rem;
+            background: var(--surface);
+            border-left: 3px solid var(--accent);
+            border-radius: 0 6px 6px 0;
+        }
+        section h2 {
+            margin-top: 0;
+            font-size: 1.25rem;
+            color: var(--accent);
+        }
+        section.critical { border-left-color: var(--danger); }
+        section.warning { border-left-color: var(--warn); }
+        section.info { border-left-color: var(--info); }
+
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin: 1rem 0;
+            font-size: 0.9rem;
+        }
+        th, td {
+            text-align: left;
+            padding: 0.6rem 0.75rem;
+            border-bottom: 1px solid var(--border);
+        }
+        th {
+            color: var(--accent);
+            font-weight: 600;
+            text-transform: uppercase;
+            font-size: 0.75rem;
+            letter-spacing: 0.05em;
+        }
+        td { color: var(--text); }
+        tr:hover td { background: rgba(0,255,65,0.04); }
+
+        .metric-row {
+            display: flex;
+            justify-content: space-between;
+            padding: 0.4rem 0;
+            border-bottom: 1px dashed var(--border);
+            font-size: 0.9rem;
+        }
+        .metric-row:last-child { border-bottom: none; }
+
+        .progress {
+            height: 6px;
+            background: #1a3320;
+            border-radius: 3px;
+            overflow: hidden;
+            margin-top: 0.5rem;
+        }
+        .progress-fill {
+            height: 100%;
+            background: var(--accent);
+            border-radius: 3px;
+        }
+        .progress-fill.warn { background: var(--warn); }
+        .progress-fill.danger { background: var(--danger); }
+
+        ul.improvements {
+            list-style: none;
+            padding: 0;
+        }
+        ul.improvements li {
+            padding: 0.75rem 0;
+            border-bottom: 1px solid var(--border);
+            display: flex;
+            gap: 1rem;
+            align-items: flex-start;
+        }
+        ul.improvements li:last-child { border-bottom: none; }
+        ul.improvements .num {
+            font-family: monospace;
+            color: var(--accent);
+            font-weight: 700;
+            min-width: 1.5rem;
+        }
+        ul.improvements strong { color: var(--text); }
+        ul.improvements p { margin: 0.25rem 0 0; color: var(--text-dim); font-size: 0.9rem; }
+
+        .tag {
+            font-size: 0.7rem;
+            padding: 0.1rem 0.4rem;
+            border: 1px solid var(--border);
+            border-radius: 3px;
+            color: var(--text-dim);
+            margin-right: 0.3rem;
+        }
+
+        footer {
+            text-align: center;
+            padding: 2rem;
+            color: var(--text-dim);
+            font-size: 0.8rem;
+            border-top: 1px solid var(--border);
+            margin-top: 2rem;
+        }
+
+        @media (max-width: 640px) {
+            .container { padding: 1rem; }
+            header { padding: 1rem; }
+            .grid { grid-template-columns: 1fr; }
+        }
+    </style>
+</head>
+<body>
+
+<header>
+    <h1>WebX11 newOS4 — System Analysis & Optimization Report</h1>
+    <div class="meta">
+        Generated: 2026-07-03 16:44 UTC &bull; Version: 4.5.82 &bull; Profile: Full Diagnostic
+    </div>
+</header>
+
+<div class="container">
+
+    <!-- Executive Summary -->
+    <section class="info">
+        <h2><span class="badge info">Summary</span> Executive Overview</h2>
+        <p>
+            The WebX11 newOS4 terminal is a mature, modular browser-based operating environment 
+            running <strong>43 active modules</strong> (22 core + 21 ext) with a lean memory footprint 
+            of <strong>48.1 MB</strong>. AI inference is routed through Ollama (<code>kimi-k2.6:cloud</code>). 
+            The system demonstrates strong architectural depth—featuring agent orchestration, neural VFS 
+            indexing, predictive resource allocation, and a world-model synthesizer—but several 
+            high-value subsystems remain <em>underutilized</em>. This report identifies structural 
+            inefficiencies and provides an actionable optimization roadmap.
+        </p>
+    </section>
+
+    <!-- Live Telemetry -->
+    <div class="grid">
+        <div class="panel">
+            <h3>Modules</h3>
+            <div class="value">43/45</div>
+            <div class="label">Loaded / Available</div>
+            <div class="progress"><div class="progress-fill" style="width:96%"></div></div>
+        </div>
+        <div class="panel">
+            <h3>Agents</h3>
+            <div class="value">0/12</div>
+            <div class="label">Active / Registered</div>
+            <div class="progress"><div class="progress-fill danger" style="width:0%"></div></div>
+        </div>
+        <div class="panel">
+            <h3>Skills</h3>
+            <div class="value">37</div>
+            <div class="label">Stored Procedures</div>
+            <div class="progress"><div class="progress-fill" style="width:74%"></div></div>
+        </div>
+        <div class="panel">
+            <h3>Memory</h3>
+            <div class="value">48.1 MB</div>
+            <div class="label">Heap Usage</div>
+            <div class="progress"><div class="progress-fill" style="width:24%"></div></div>
+        </div>
+        <div class="panel">
+            <h3>VFS Objects</h3>
+            <div class="value">39</div>
+            <div class="label">Files in Root</div>
+            <div class="progress"><div class="progress-fill warn" style="width:65%"></div></div>
+        </div>
+        <div class="panel">
+            <h3>Ollama</h3>
+            <div class="value" style="font-size:1.2rem">Cloud</div>
+            <div class="label">kimi-k2.6 via Proxy</div>
+            <div class="progress"><div class="progress-fill" style="width:88%"></div></div>
+        </div>
+    </div>
+
+    <!-- Subsystem Health -->
+    <section>
+        <h2><span class="badge">Health</span> Subsystem Diagnostic</h2>
+        <table>
+            <tr>
+                <th>Subsystem</th>
+                <th>Status</th>
+                <th>Observation</th>
+                <th>Severity</th>
+            </tr>
+            <tr>
+                <td>Core Modules</td>
+                <td><span class="badge">Healthy</span></td>
+                <td>All 22 core modules loaded; 0 local edits; no version conflicts.</td>
+                <td>—</td>
+            </tr>
+            <tr>
+                <td>Ext Modules</td>
+                <td><span class="badge">Healthy</span></td>
+                <td>21 ext modules active (Three.js, Media, Floating, Debug, etc.).</td>
+                <td>—</td>
+            </tr>
+            <tr>
+                <td>Agent Swarm</td>
+                <td><span class="badge danger">Idle</span></td>
+                <td>12 agents registered, 0 active. Most have read-only capabilities.</td>
+                <td>High</td>
+            </tr>
+            <tr>
+                <td>Neural VFS</td>
+                <td><span class="badge warn">Stagnant</span></td>
+                <td>Index exists (.semantic_index) but no recent reindex observed.</td>
+                <td>Medium</td>
+            </tr>
+            <tr>
+                <td>Memory Graph</td>
+                <td><span class="badge warn">Cold</span></td>
+                <td>Module loaded but not surfaced in UI or assistant context.</td>
+                <td>Medium</td>
+            </tr>
+            <tr>
+                <td>Predictor</td>
+                <td><span class="badge warn">Cold</span></td>
+                <td>predictor-status available; not integrated into task routing.</td>
+                <td>Medium</td>
+            </tr>
+            <tr>
+                <td>World Model</td>
+                <td><span class="badge warn">Cold</span></td>
+                <td>Global self-awareness synthesizer inactive; could boost AI coherence.</td>
+                <td>Medium</td>
+            </tr>
+            <tr>
+                <td>Cron / Scheduler</td>
+                <td><span class="badge warn">Dormant</span></td>
+                <td>CronModule loaded but no recurring jobs evident.</td>
+                <td>Low</td>
+            </tr>
+            <tr>
+                <td>Dashboard</td>
+                <td><span class="badge danger">Static</span></td>
+                <td>NEXUS v0.3.1 is hardcoded HTML; not wired to live system data.</td>
+                <td>High</td>
+            </tr>
+            <tr>
+                <td>Secret Vault</td>
+                <td><span class="badge">Healthy</span></td>
+                <td>Vault locked/unlock commands present; no exposure detected.</td>
+                <td>—</td>
+            </tr>
+        </table>
+    </section>
+
+    <!-- Root Analysis -->
+    <section class="warning">
+        <h2><span class="badge warn">VFS</span> Root Directory Hygiene</h2>
+        <p>
+            The VFS root contains <strong>39 entries</strong> including version artifacts 
+            (<code>v4.5.80</code>, <code>v4.5.81</code>, <code>v4.5.82</code>), a standalone 
+            <code>three.js</code> library, and scattered debug files. This clutter increases 
+            cognitive load and slows semantic indexing.
+        </p>
+        <div class="metric-row">
+            <span>Version files in root</span>
+            <span class="badge warn">3 files</span>
+        </div>
+        <div class="metric-row">
+            <span>help.html size</span>
+            <span class="badge warn">135 KB (monolithic)</span>
+        </div>
+        <div class="metric-row">
+            <span>debug.log size</span>
+            <span class="badge warn">10 KB (growing, no rotation)</span>
+        </div>
+        <div class="metric-row">
+            <span>Unclassified files</span>
+            <span class="badge danger">three.js, vfs.txt, v4.5.80debug</span>
+        </div>
+    </section>
+
+    <!-- Skill Audit -->
+    <section>
+        <h2><span class="badge">Skills</span> Knowledge Base Audit</h2>
+        <p>
+            37 skills are stored, but quality is inconsistent. Several entries have 
+            <strong>empty descriptions</strong> and there is topical overlap (e.g., two mindmap guides).
+        </p>
+        <table>
+            <tr><th>Issue</th><th>Count</th><th>Examples</th></tr>
+            <tr>
+                <td>Empty descriptions</td>
+                <td>5</td>
+                <td>kernel-lifecycle, perf-regression, semantic-dependency, agent-loop-studio, memory-graph-update</td>
+            </tr>
+            <tr>
+                <td>Duplicate topics</td>
+                <td>2</td>
+                <td>mindmap-workflow + mindmap-user-guide</td>
+            </tr>
+            <tr>
+                <td>Orphaned tags</td>
+                <td>1</td>
+                <td>memory-graph-update has no tags</td>
+            </tr>
+            <tr>
+                <td>High-quality</td>
+                <td>29</td>
+                <td>Fully tagged, categorized, and dated</td>
+            </tr>
+        </table>
+    </section>
+
+    <!-- Recommendations -->
+    <section class="critical">
+        <h2><span class="badge danger">Action</span> Priority Improvements</h2>
+        <ul class="improvements">
+            <li>
+                <span class="num">01</span>
+                <div>
+                    <strong>Live Dashboard Integration</strong>
+                    <p>Replace the static NEXUS v0.3.1 dashboard with a dynamic view wired to <code>get_status</code>, 
+                    <code>agent-status</code>, and <code>predictor-status</code>. Surface real-time module health, 
+                    agent activity, memory pressure, and LLM token usage.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">02</span>
+                <div>
+                    <strong>Agent Swarm Activation</strong>
+                    <p>Convert idle agents into background workers. Assign the auto-learner to weekly skill audits, 
+                    the Kernel Architect to semantic dependency indexing, and searchers to stale-data refresh tasks. 
+                    Expand capabilities beyond read-only; grant write access under lease contracts.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">03</span>
+                <div>
+                    <strong>Smart Context Auto-Routing</strong>
+                    <p>Enhance the SmartContextModule to detect task intent (e.g., “debug …”, “research …”, “code …”) 
+                    and auto-switch profiles before the first tool call. This reduces token waste and improves 
+                    response coherence.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">04</span>
+                <div>
+                    <strong>Cron-Based Maintenance</strong>
+                    <p>Schedule weekly jobs via CronModule: (a) NVFS reindex, (b) log rotation, 
+                    (c) WebDAV backup of critical paths (<code>/skills</code>, <code>/memory</code>, <code>/config</code>), 
+                    (d) skill hygiene report generation.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">05</span>
+                <div>
+                    <strong>VFS Root Consolidation</strong>
+                    <p>Move version files to <code>/docs/changelog/</code>, relocate <code>three.js</code> to 
+                    <code>/scripts/lib/</code>, and split <code>help.html</code> into chunked topic files under 
+                    <code>/docs/help/</code>. Implement debug.log rotation at 50 KB.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">06</span>
+                <div>
+                    <strong>World Model & Memory Graph Surface</strong>
+                    <p>Feed WorldModelModule summaries into the AI assistant’s system prompt for recursive 
+                    self-awareness. Expose MemoryGraphModule as an interactive 3D force-directed visualization 
+                    (reusing the ThreeModule pipeline).</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">07</span>
+                <div>
+                    <strong>Predictive Preloading</strong>
+                    <p>Use PredictorModule telemetry to pre-load likely modules and context profiles based on 
+                    time-of-day patterns (e.g., research mode in mornings, coding in afternoons), reducing 
+                    latency on first command.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">08</span>
+                <div>
+                    <strong>Skill Deduplication & Tagging</strong>
+                    <p>Merge overlapping mindmap skills, populate empty descriptions, and enforce mandatory 
+                    tags/categories on new skill creation. Add a <code>skill-audit</code> command to the 
+                    SkillPackCoreModule.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">09</span>
+                <div>
+                    <strong>Floating Health Alerts</strong>
+                    <p>Leverage FloatingModule to display non-intrusive banners when: agent failures spike, 
+                    VFS free space drops, Ollama proxy latency exceeds threshold, or a module fails to load.</p>
+                </div>
+            </li>
+            <li>
+                <span class="num">10</span>
+                <div>
+                    <strong>Session Analytics Export</strong>
+                    <p>Aggregate <code>session_stats</code> and <code>get_usage_stats</code> into a weekly 
+                    JSON report stored in <code>/exports/telemetry/</code>. Track trends in token consumption, 
+                    average latency, and task-completion rates.</p>
+                </div>
+            </li>
+        </ul>
+    </section>
+
+    <!-- Implementation Roadmap -->
+    <section>
+        <h2><span class="badge">Roadmap</span> Suggested Implementation Order</h2>
+        <table>
+            <tr><th>Phase</th><th>Week</th><th>Focus</th><th>Expected Impact</th></tr>
+            <tr>
+                <td>1</td>
+                <td>1</td>
+                <td>VFS cleanup + Skill audit + Cron scheduler setup</td>
+                <td>Reduced clutter; cleaner KB; automated maintenance baseline.</td>
+            </tr>
+            <tr>
+                <td>2</td>
+                <td>2</td>
+                <td>Dashboard wiring + Floating alerts + Health telemetry</td>
+                <td>Real-time visibility; faster incident detection.</td>
+            </tr>
+            <tr>
+                <td>3</td>
+                <td>3</td>
+                <td>Agent capability expansion + Auto-delegation rules</td>
+                <td>Background task automation; reduced manual overhead.</td>
+            </tr>
+            <tr>
+                <td>4</td>
+                <td>4</td>
+                <td>World Model prompt injection + Memory Graph 3D viz</td>
+                <td>AI self-awareness; spatial knowledge navigation.</td>
+            </tr>
+            <tr>
+                <td>5</td>
+                <td>5</td>
+                <td>Predictive preloader + Session analytics pipeline</td>
+                <td>Sub-second context switching; data-driven optimization.</td>
+            </tr>
+        </table>
+    </section>
+
+    <!-- Quick Wins -->
+    <section class="info">
+        <h2><span class="badge info">Quick Wins</span> Zero-Cost Improvements (Do Today)</h2>
+        <ul>
+            <li>Run <code>nvfs-index</code> to refresh the semantic VFS index.</li>
+            <li>Move <code>v4.5.80</code>, <code>v4.5.81</code>, <code>v4.5.82</code> into <code>/archive/versions/</code>.</li>
+            <li>Delete or rotate <code>debug.log</code> if older than 30 days.</li>
+            <li>Assign the auto-learner agent a recurring task to audit skills.</li>
+            <li>Switch SmartContext profile automatically at session start based on last-used context.</li>
+        </ul>
+    </section>
+
+</div>
+
+<footer>
+    WebX11 newOS4 System Analysis &bull; Generated by AI Assistant Module &bull; 2026-07-03
+</footer>
+
+</body>
+</html>
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+</head>
+<body>
+<div class="container">
+
+<header>
+  <h1>newOS4 <span style="color: var(--accent);">v4.6.00</span></h1>
+  <p class="subtitle">System Architecture Review — Self-Improving Module Loop</p>
+  <div class="meta">
+    <span class="badge green"><span class="dot"></span>Healthy</span>
+    <span class="badge accent"><span class="dot"></span>v4.6.00</span>
+    <span class="badge"><span class="dot"></span>43 modules</span>
+    <span class="badge"><span class="dot"></span>14 skills</span>
+    <span class="badge"><span class="dot"></span>145 files</span>
+    <span class="badge yellow"><span class="dot"></span>3 agents stale</span>
+  </div>
+</header>
+
+<!-- Executive Summary -->
+<section class="section">
+  <h2>Executive Summary</h2>
+  <div class="summary-box">
+    <p><strong>Shipped:</strong> A self-improving module pipeline that lets the AI edit, test, and validate its own modules in dry-run mode without human intervention. The <code>ship_module</code> tool orchestrates test → health check → regression suite, with auto-rollback at every stage. Server persistence (commit) is intentionally gated behind human approval.</p>
+  </div>
+  <div class="metrics">
+    <div class="metric">
+      <div class="metric-label">Modules</div>
+      <div class="metric-value">43</div>
+      <div class="progress"><div class="progress-bar" style="width: 100%"></div></div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Core / Ext</div>
+      <div class="metric-value green">21 / 22</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Files in VFS</div>
+      <div class="metric-value purple">145</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Skills</div>
+      <div class="metric-value yellow">14</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">AI Profiles</div>
+      <div class="metric-value">11</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Agent Loops</div>
+      <div class="metric-value pink">7</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Memory Nodes</div>
+      <div class="metric-value">19</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Heap Used</div>
+      <div class="metric-value yellow">256MB</div>
+    </div>
+  </div>
+</section>
+
+<!-- v4.6.00 The Loop -->
+<section class="section">
+  <h2>v4.6.00 — The Self-Improvement Loop</h2>
+  
+  <div class="callout info">
+    <strong>Goal:</strong> AI detects a bug or missing feature, calls <code>ship_module({name, code, tests, commit:false})</code>, and the system writes the change, runs the test, runs the health check, runs the regression suite — and either reports "dry-run passed" or auto-rolls back with a failure report. No human needed for the dry-run path.
+  </div>
+
+  <div class="loop-diagram">
+    <span class="loop-step">AI detects bug</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">ship_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">test_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">health_check</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">regression</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">✓ / rollback</span>
+  </div>
+
+  <h3>Phase Breakdown</h3>
+  <table>
+    <thead>
+      <tr><th>Phase</th><th>Tool</th><th>What</th><th>Verified</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td><strong>A</strong></td>
+        <td><code>test_module</code> (rewritten)</td>
+        <td>Loads module, checks JS errors, verifies commands registered, runs test assertions, auto-rollback on any failure</td>
+        <td>✅ Assertions catch mismatches, rollback restores old instance</td>
+      </tr>
+      <tr>
+        <td><strong>B</strong></td>
+        <td><code>health_check</code> (new)</td>
+        <td>Runs core commands (ls, pwd, echo, help), checks world model version, agent health, module count</td>
+        <td>✅ Returns {healthy, coreCommands, agents, versionMatch}</td>
+      </tr>
+      <tr>
+        <td><strong>C</strong></td>
+        <td><code>diff_module</code> (new)</td>
+        <td>Line-by-line diff between original and edited module source in <code>_mods/</code></td>
+        <td>✅ Shows added/removed/changed lines with line numbers</td>
+      </tr>
+      <tr>
+        <td><strong>D</strong></td>
+        <td><code>commit_module</code> (skipped)</td>
+        <td>Server persistence (WebDAV upload, bundle rebuild, version bump, rate limiting) — <em>intentionally deferred</em></td>
+        <td>⏸ Needs more design — gated behind human approval in <code>ship_module</code></td>
+      </tr>
+      <tr>
+        <td><strong>E</strong></td>
+        <td><code>_runRegressionSuite</code> (new)</td>
+        <td>Module-specific regression tests: ShellModule (export, redirect, chain, pipe), SystemModule (ls, pwd), OrchestratorModule (agents), AI tools</td>
+        <td>✅ 4 tests for ShellModule, 3/4 passed (redirect test needs routing fix)</td>
+      </tr>
+      <tr>
+        <td><strong>F</strong></td>
+        <td><code>ship_module</code> (new)</td>
+        <td>Full pipeline: edit → test → health_check → regression. Auto-rollback at any stage. <code>commit:true</code> = human approval needed</td>
+        <td>✅ Pipeline aborts on test failure, reports step where it failed</td>
+      </tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- Known Limitation -->
+<section class="section">
+  <h2>Known Limitation & Next Fix</h2>
+  <div class="callout warn">
+    <strong>Issue:</strong> Regression tests use <code>_captureCommandOutput</code> which calls <code>security.checkAndRun()</code> — this routes to the first module that has the command, bypassing the shell parser. Tests for shell-specific features (redirect, pipe) need to go through <code>executeCommand</code> instead.
+    <br><br>
+    <strong>Classification:</strong> Test design issue, not a framework bug.
+    <br><br>
+    <strong>Fix plan:</strong> Add a second test path <code>_captureShellCommand</code> that routes through the real shell parser for redirect/pipe/export cases. Keep <code>_captureCommandOutput</code> as the generic helper. → target v4.6.01
+  </div>
+</section>
+
+<!-- Files Modified -->
+<section class="section">
+  <h2>Files Modified</h2>
+  <ul>
+    <li><span class="module-name">module-aiassist.js</span> <span class="tag core">core</span> — 4 new tool definitions, test_module rewrite, 3 new handlers, <code>_captureCommandOutput</code> + <code>_runRegressionSuite</code> helpers</li>
+    <li><span class="module-name">core-bundle.js</span> <span class="tag core">core</span> — same changes synced to bundled core</li>
+    <li><span class="module-name">main.html</span> <span class="tag core">core</span> — version bump → v4.6.00</li>
+  </ul>
+</section>
+
+<!-- Usage Stats -->
+<section class="section">
+  <h2>Usage Statistics</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Aggregate (last 24h)</div>
+      <ul>
+        <li><strong>Total requests:</strong> 246</li>
+        <li><strong>Prompt tokens:</strong> 4,140,000</li>
+        <li><strong>Completion tokens:</strong> 318,000</li>
+        <li><strong>Avg latency:</strong> 20.3s</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">By Model (top)</div>
+      <ul>
+        <li><code>MiniMax-M3</code> — 168 reqs, 2.8M prompt, 18.2s avg</li>
+        <li><code>MiniMax-Coder</code> — 78 reqs, 1.3M prompt, 23.1s avg</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- Module Breakdown -->
+<section class="section">
+  <h2>Module Breakdown</h2>
+  <table>
+    <thead>
+      <tr><th>Core Modules</th><th>Layer</th><th>Status</th></tr>
+    </thead>
+    <tbody>
+      <tr><td>SystemModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>ShellModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>FSModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>AIModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>OrchestratorModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>ModuleManagerModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>SecurityModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>UIModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>WebDAVModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>WorldModelModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>SkillModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>AgentModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>... + 9 more</td><td>—</td><td>✅ loaded</td></tr>
+    </tbody>
+  </table>
+  <p style="margin-top: 12px; color: var(--fg-dim); font-size: 13px;">22 external modules also loaded (vaultmind, hyperliquid, sandbox, worldmodel, etc.)</p>
+</section>
+
+<!-- Agents -->
+<section class="section">
+  <h2>Agents</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Active (3)</div>
+      <ul>
+        <li><code>research-agent</code> — 12 tasks done</li>
+        <li><code>code-agent</code> — 5 tasks done</li>
+        <li><code>writer-agent</code> — 8 tasks done</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">Stale (3) ⚠️</div>
+      <ul>
+        <li><code>old-researcher</code> — last seen 14d ago</li>
+        <li><code>legacy-coder</code> — last seen 21d ago</li>
+        <li><code>test-runner-1</code> — last seen 9d ago</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- Skills -->
+<section class="section">
+  <h2>Skills (14)</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Research / System</div>
+      <ul>
+        <li>web-research</li>
+        <li>self-improving-loop</li>
+        <li>module-test-patterns</li>
+        <li>world-model-queries</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">Dev / Security</div>
+      <ul>
+        <li>module-editing</li>
+        <li>shell-scripting</li>
+        <li>vault-patterns</li>
+        <li>guardrail-usage</li>
+        <li>... + 6 more</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- VFS Layout -->
+<section class="section">
+  <h2>VFS Layout</h2>
+  <pre><code>/
+├── <span class="string">agents/</span>          <span class="comment"># agent configs</span>
+├── <span class="string">core/</span>            <span class="comment"># core modules source</span>
+├── <span class="string">ext/</span>             <span class="comment"># external modules</span>
+├── <span class="string">mods/</span>            <span class="comment"># local edits (_mods/ + auto-test)</span>
+├── <span class="string">skills/</span>          <span class="comment"># 14 skill markdown files</span>
+├── <span class="string">sessions/</span>        <span class="comment"># session summaries</span>
+├── <span class="string">system/</span>          <span class="comment"># system docs (this file)</span>
+├── <span class="string">uploads/</span>         <span class="comment"># user uploads</span>
+├── <span class="string">user/</span>            <span class="comment"># user profile</span>
+├── <span class="string">vaultmind/</span>       <span class="comment"># AI query cache</span>
+└── <span class="string">webdav/</span>          <span class="comment"># WebDAV mounts</span></code></pre>
+</section>
+
+<!-- AI Profiles -->
+<section class="section">
+  <h2>AI Context Profiles</h2>
+  <table>
+    <thead>
+      <tr><th>Profile</th><th>Domain</th><th>Use Case</th></tr>
+    </thead>
+    <tbody>
+      <tr><td><code>coding</code></td><td>code editing</td><td>module dev, refactor</td></tr>
+      <tr><td><code>debug</code></td><td>bug fixing</td><td>test failures, errors</td></tr>
+      <tr><td><code>creative</code></td><td>brainstorming</td><td>design, naming</td></tr>
+      <tr><td><code>technical</code></td><td>documentation</td><td>docs, specs</td></tr>
+      <tr><td><code>chat</code></td><td>casual</td><td>general talk</td></tr>
+      <tr><td><code>system-admin</code></td><td>maintenance</td><td>health, cleanup</td></tr>
+      <tr><td><code>research</code></td><td>info gathering</td><td>web search, analysis</td></tr>
+      <tr><td><code>security</code></td><td>threat assessment</td><td>guardrail, audit</td></tr>
+      <tr><td>... +3 more</td><td>—</td><td>—</td></tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- Recommendations -->
+<section class="section">
+  <h2>Recommendations (Next Iterations)</h2>
+  <ol style="padding-left: 20px;">
+    <li><strong>v4.6.01</strong> — Fix redirect/pipe regression test (add <code>_captureShellCommand</code> path)</li>
+    <li><strong>v4.6.02</strong> — Clean up 3 stale agents</li>
+    <li><strong>v4.7.00</strong> — Phase D: <code>commit_module</code> with proper WebDAV upload, bundle rebuild, version bump, rate limiting</li>
+    <li><strong>v4.7.x</strong> — Expand regression suite to cover all 21 core modules</li>
+    <li><strong>v4.8.x</strong> — Add a "watchdog" agent that auto-detects bugs in the loop itself</li>
+  </ol>
+</section>
+
+<div class="footer">
+  Generated by newOS4 v4.6.00 · Self-Improving Loop · <span style="color: var(--accent);">2026-07-06 02:13 AM</span>
+</div>
+
+</div>
+</body>
+</html>
diff --git a/downloads/system-review-v4.6.02.html b/downloads/system-review-v4.6.02.html
new file mode 100644
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+<html lang="en">
+<head>
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+  .loop-arrow { transform: rotate(90deg); align-self: center; }
+}
+</style>
+</head>
+<body>
+<div class="container">
+
+<header>
+  <h1>newOS4 <span style="color: var(--accent);">v4.6.02</span></h1>
+  <p class="subtitle">System Architecture Review — Phase D: Self-Improvement Loop Closed</p>
+  <div class="meta">
+    <span class="badge green"><span class="dot"></span>Healthy</span>
+    <span class="badge accent"><span class="dot"></span>v4.6.02</span>
+    <span class="badge"><span class="dot"></span>43 modules</span>
+    <span class="badge"><span class="dot"></span>14 skills</span>
+    <span class="badge"><span class="dot"></span>177 files</span>
+    <span class="badge green"><span class="dot"></span>Phase D Complete</span>
+  </div>
+</header>
+
+<!-- Version Trail -->
+<section class="section">
+  <h2>Version Trail</h2>
+  <div class="version-trail">
+    <span class="vt-version past">v4.6.00</span>
+    <span class="vt-arrow">→</span>
+    <span class="vt-version past">v4.6.01</span>
+    <span class="vt-arrow">→</span>
+    <span class="vt-version current">v4.6.02</span>
+    <span style="color: var(--fg-dim); font-size: 12px; margin-left: 12px;">Migrated to simplified vX.Y.ZZ scheme (no date prefix). Backward-compatible regex in main.html.</span>
+  </div>
+</section>
+
+<!-- Executive Summary -->
+<section class="section">
+  <h2>Executive Summary</h2>
+  <div class="summary-box">
+    <p><strong>Shipped:</strong> The self-improvement loop is <strong>fully closed</strong>. The AI can now autonomously edit, test, verify, and persist module changes to the server — with a <strong>human approval gate</strong> as the final step. The two-step handshake (AI proposes → human approves) ensures no server write happens without explicit human consent.</p>
+  </div>
+  <div class="metrics">
+    <div class="metric">
+      <div class="metric-label">Modules</div>
+      <div class="metric-value">43</div>
+      <div class="progress"><div class="progress-bar" style="width: 100%"></div></div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Core / Ext</div>
+      <div class="metric-value green">21 / 22</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Files in VFS</div>
+      <div class="metric-value purple">177</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Skills</div>
+      <div class="metric-value yellow">14</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">AI Profiles</div>
+      <div class="metric-value">11</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Agent Loops</div>
+      <div class="metric-value pink">7</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Memory Nodes</div>
+      <div class="metric-value">13</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Commits Today</div>
+      <div class="metric-value green">1 / 5</div>
+    </div>
+  </div>
+</section>
+
+<!-- Phase D — The Full Loop -->
+<section class="section">
+  <h2>v4.6.02 — Phase D: The Full Loop</h2>
+  
+  <div class="callout success">
+    <strong>Milestone:</strong> The AI can now propose, test, and request a server commit. A human types <code>commit-approve [comment]</code> to push it. The two-step handshake is the kill switch — no autonomous server writes.
+  </div>
+
+  <div class="loop-diagram">
+    <span class="loop-step">AI detects bug</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">edit_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">test_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">health_check</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">regression</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">ship_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">commit_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step" style="color: var(--green); border-color: var(--green);">commit-approve</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step" style="color: var(--green);">WebDAV PUT ✓</span>
+  </div>
+
+  <h3>Two-Step Handshake</h3>
+  <div class="two-step">
+    <div class="two-step-step ai">
+      <h4>AI Side (autonomous)</h4>
+      <ul>
+        <li><code>edit_module({name, code})</code> → writes to VFS <code>_mods/</code></li>
+        <li><code>test_module({name, tests})</code> → assertions + auto-rollback</li>
+        <li><code>health_check()</code> → core cmds + world model + agents</li>
+        <li><code>_runRegressionSuite()</code> → 4/4 ShellModule tests</li>
+        <li><code>ship_module({name, code, tests})</code> → full dry-run pipeline</li>
+        <li><code>commit_module({name, file})</code> → creates <em>pending</em> commit with diff</li>
+      </ul>
+    </div>
+    <div class="two-step-divider">
+      <span>handoff</span>
+      <span>⟷</span>
+      <span>approval</span>
+    </div>
+    <div class="two-step-step human">
+      <h4>Human Side (gate)</h4>
+      <ul>
+        <li><code>commit-approve [comment]</code> → WebDAV push + version bump</li>
+        <li><code>commit-deny [reason]</code> → clears pending commit</li>
+        <li><code>commit-status</code> → view pending diff + rate limit</li>
+      </ul>
+    </div>
+  </div>
+
+  <h3>Phase Breakdown</h3>
+  <table>
+    <thead>
+      <tr><th>Phase</th><th>Tool</th><th>What</th><th>Status</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td><strong>A</strong></td>
+        <td><code>test_module</code></td>
+        <td>Loads module, checks JS errors, verifies commands, runs assertions, auto-rollback on failure</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+      <tr>
+        <td><strong>B</strong></td>
+        <td><code>health_check</code></td>
+        <td>Core commands, world model version, agent health, module count</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+      <tr>
+        <td><strong>C</strong></td>
+        <td><code>diff_module</code></td>
+        <td>Line-by-line diff between original and edited module source</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+      <tr>
+        <td><strong>D</strong></td>
+        <td><code>commit_module</code></td>
+        <td>Creates pending commit: WebDAV upload, version bump, rate limiting — <strong>gated by human approval</strong></td>
+        <td>✅ <strong>Shipped v4.6.02</strong></td>
+      </tr>
+      <tr>
+        <td><strong>E</strong></td>
+        <td><code>_runRegressionSuite</code></td>
+        <td>Module-specific regression: ShellModule (export, redirect, chain, pipe)</td>
+        <td>✅ 4/4 (v4.6.01 routing fix verified)</td>
+      </tr>
+      <tr>
+        <td><strong>F</strong></td>
+        <td><code>ship_module</code></td>
+        <td>Full dry-run pipeline: edit → test → health → regression. Auto-rollback at any stage.</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- What v4.6.02 Added -->
+<section class="section">
+  <h2>What v4.6.02 Added</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">New Tools (AI-facing)</div>
+      <ul>
+        <li><code>health_check()</code></li>
+        <li><code>diff_module({name})</code></li>
+        <li><code>ship_module({name, code, tests, commit})</code></li>
+        <li><code>commit_module({name, file})</code></li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">New Commands (Human-facing)</div>
+      <ul>
+        <li><code>commit-approve [comment]</code></li>
+        <li><code>commit-deny [reason]</code></li>
+        <li><code>commit-status</code></li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">New Handlers (in module-aiassist.js)</div>
+      <ul>
+        <li><code>_executeCommit()</code></li>
+        <li><code>_webdavPush()</code> / <code>_webdavGet()</code></li>
+        <li><code>_syncBundle()</code></li>
+        <li><code>_bumpVersion()</code> / <code>_parseVersion()</code></li>
+        <li><code>_extractClassBlock()</code></li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">Version Scheme</div>
+      <ul>
+        <li>Old: <code>YYYY-MM-DD-vX.Y.ZZ</code></li>
+        <li>New: <code>vX.Y.ZZ</code> (SemVer-ish)</li>
+        <li>Backward-compatible regex in main.html</li>
+        <li>Optional <code>+YYYYMMDD</code> build metadata for traceability</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- Real Server Write Verification -->
+<section class="section">
+  <h2>Real Server Write — Verified</h2>
+  <div class="callout success">
+    <strong>End-to-end commit flow verified against live server:</strong>
+  </div>
+  <pre><code><span class="comment"># Terminal session transcript</span>
+commit-module tutorial.js
+  → <span class="string">Pending commit created for modules/ext/tutorial.js</span>
+  → <span class="string">Diff: 4 lines added, 1 removed</span>
+  → <span class="string">Rate limit: 4/5 commits remaining</span>
+
+commit-approve Tested locally, 4/4 regression pass
+  → <span class="func">_webdavPut</span> modules/ext/tutorial.js
+  → <span class="string">HTTP 201 Created</span>
+  → <span class="func">_bumpVersion</span> v4.6.01 → v4.6.02
+  → <span class="func">_bumpVersion</span> main.html + module-loader.js
+  → <span class="string">_mods/ cleanup</span>
+  → 🎉 <span class="string">Commit complete! Refresh to load v4.6.02</span></code></pre>
+</section>
+
+<!-- Rate Limiting & Commit Log -->
+<section class="section">
+  <h2>Rate Limiting & Audit Trail</h2>
+  <table>
+    <thead>
+      <tr><th>Constraint</th><th>Value</th><th>Enforced By</th></tr>
+    </thead>
+    <tbody>
+      <tr><td>Max commits per day</td><td>5</td><td><code>commit-log.json</code> + timestamp check</td></tr>
+      <tr><td>Cooldown between commits</td><td>10 minutes</td><td>last-commit timestamp</td></tr>
+      <tr><td>Audit log location</td><td><code>/_mods/commit-log.json</code></td><td>Appended on every approve/deny</td></tr>
+      <tr><td>Pending commit storage</td><td><code>/_mods/pending-commit.json</code></td><td>Cleared on approve/deny</td></tr>
+    </tbody>
+  </table>
+  <p style="margin-top: 12px; color: var(--yellow); font-size: 13px;">⚠ <strong>Note:</strong> Reset window for daily limit is not yet documented. See Recommendations.</p>
+</section>
+
+<!-- Bundle Sync -->
+<section class="section">
+  <h2>Bundle Sync Strategy</h2>
+  <p style="margin-bottom: 12px;">For ext modules (most cases), the server file is the source of truth. For modules bundled in <code>core-bundle.js</code> or <code>critical-ext-bundle.js</code>, <code>_syncBundle()</code> performs a <strong>block-replace</strong>:</p>
+  <ol style="padding-left: 20px; color: var(--fg);">
+    <li>Download bundle via WebDAV GET</li>
+    <li>Locate the target class by name</li>
+    <li>Find the class block boundaries via brace counting</li>
+    <li>Replace with the new class from edited code</li>
+    <li>Validate with <code>new Function()</code> (syntax check)</li>
+    <li>Upload back via WebDAV PUT</li>
+  </ol>
+  <div class="callout warn">
+    <strong>Untested in production.</strong> First real sync against <code>core-bundle.js</code> should be treated like a fresh deploy — back up first, verify with regression suite immediately after.
+  </div>
+</section>
+
+<!-- Files Modified -->
+<section class="section">
+  <h2>Files Modified in v4.6.02</h2>
+  <ul>
+    <li><span class="module-name">module-aiassist.js</span> <span class="tag core">core</span> — <code>commit_module</code> tool def + handler, <code>_executeCommit</code>, <code>_webdavPush</code>, <code>_webdavGet</code>, <code>_syncBundle</code>, <code>_bumpVersion</code>, <code>_extractClassBlock</code>, <code>_parseVersion</code>, commit-approve/commit-deny/commit-status commands</li>
+    <li><span class="module-name">core-bundle.js</span> <span class="tag core">core</span> — all changes synced to bundled core</li>
+    <li><span class="module-name">main.html</span> <span class="tag core">core</span> — version bump to v4.6.02, version regex updated for new format</li>
+    <li><span class="module-name">module-loader.js</span> <span class="tag core">core</span> — <code>LATEST_VER</code> updated to v4.6.02 (was stale at v4.5.94)</li>
+  </ul>
+</section>
+
+<!-- Known Limitations & Watchpoints -->
+<section class="section">
+  <h2>Known Limitations & Watchpoints</h2>
+  <table>
+    <thead>
+      <tr><th>#</th><th>Issue</th><th>Severity</th><th>Suggested Fix</th><th>Target</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>1</td>
+        <td><code>_syncBundle()</code> untested against real <code>core-bundle.js</code></td>
+        <td>🟡 Medium</td>
+        <td>Test with a no-op edit first; back up before real sync</td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>2</td>
+        <td>Daily commit reset window not documented (midnight UTC?)</td>
+        <td>🟢 Low</td>
+        <td>Add <code>rate-limit-docs</code> skill; document in <code>commit_module</code> tool description</td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>3</td>
+        <td><code>commit-approve</code> has no module-name arg — ambiguous if 2 pending</td>
+        <td>🟢 Low</td>
+        <td>Change signature to <code>commit-approve &lt;module-name&gt; [comment]</code></td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>4</td>
+        <td><code>commit-log.json</code> is JSON, not append-only — crash mid-write could corrupt</td>
+        <td>🟡 Medium</td>
+        <td>Use write-then-rename pattern, or migrate to NDJSON</td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>5</td>
+        <td>3 stale agents still listed in old reviews (<code>old-researcher</code>, <code>legacy-coder</code>, <code>test-runner-1</code>)</td>
+        <td>🟢 Low</td>
+        <td>Run <code>list_agents</code> + prune; update world model</td>
+        <td>v4.6.03</td>
+      </tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- Usage Stats -->
+<section class="section">
+  <h2>Usage Statistics</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Aggregate (last 24h)</div>
+      <ul>
+        <li><strong>Total requests:</strong> 312</li>
+        <li><strong>Prompt tokens:</strong> 5,280,000</li>
+        <li><strong>Completion tokens:</strong> 402,000</li>
+        <li><strong>Avg latency:</strong> 19.8s</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">By Model (top)</div>
+      <ul>
+        <li><code>MiniMax-M3</code> — 214 reqs, 3.6M prompt, 17.4s avg</li>
+        <li><code>MiniMax-Coder</code> — 98 reqs, 1.6M prompt, 22.7s avg</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- VFS Layout (updated) -->
+<section class="section">
+  <h2>VFS Layout (updated)</h2>
+  <pre><code>/
+├── <span class="string">agents/</span>          <span class="comment"># agent configs</span>
+├── <span class="string">core/</span>            <span class="comment"># core modules source</span>
+├── <span class="string">ext/</span>             <span class="comment"># external modules</span>
+├── <span class="string">_mods/</span>           <span class="comment"># local edits + commit-log.json + pending-commit.json</span>
+├── <span class="string">skills/</span>          <span class="comment"># 14 skill markdown files</span>
+├── <span class="string">sessions/</span>        <span class="comment"># session summaries</span>
+├── <span class="string">system/</span>          <span class="comment"># system docs (this file)</span>
+├── <span class="string">uploads/</span>         <span class="comment"># user uploads</span>
+├── <span class="string">user/</span>            <span class="comment"># user profile</span>
+├── <span class="string">vaultmind/</span>       <span class="comment"># AI query cache</span>
+└── <span class="string">webdav/</span>          <span class="comment"># WebDAV mounts</span></code></pre>
+</section>
+
+<!-- Recommendations -->
+<section class="section">
+  <h2>Recommendations (Next Iterations)</h2>
+  <ol style="padding-left: 20px;">
+    <li><strong>v4.6.03 — Hardening</strong>
+      <ul>
+        <li>Test <code>_syncBundle()</code> against real <code>core-bundle.js</code></li>
+        <li>Fix the 4 watchpoints above (log durability, disambiguation, docs, stale agents)</li>
+      </ul>
+    </li>
+    <li><strong>v4.7.0 — Phase E: Auto-test on commit</strong>
+      <ul>
+        <li>Extend <code>commit-approve</code> to optionally run regression suite as pre-flight check</li>
+        <li>Human approval never ships a broken module</li>
+      </ul>
+    </li>
+    <li><strong>v4.7.0 — Phase E: Conversation persistence</strong>
+      <ul>
+        <li>Save <code>session_save</code> data to WebDAV so <code>/hermes/sessions/</code> survives refresh</li>
+        <li>Currently browser-local only</li>
+      </ul>
+    </li>
+    <li><strong>v4.8.0 — Phase F</strong>
+      <ul>
+        <li>Module marketplace via WPM (discover, install, upgrade third-party)</li>
+        <li>Watchdog agent that auto-detects bugs in the loop itself</li>
+      </ul>
+    </li>
+    <li><strong>Documentation</strong>
+      <ul>
+        <li>Write <code>PHASE_D.md</code> skill documenting the commit flow + two-step handshake</li>
+        <li>Update <code>system-admin</code> context profile to reference new tools</li>
+      </ul>
+    </li>
+  </ol>
+</section>
+
+<div class="footer">
+  Generated by newOS4 v4.6.02 · Phase D Complete · Self-Improvement Loop Closed · <span style="color: var(--accent);">2026-07-06 03:01 AM</span>
+</div>
+
+</div>
+</body>
+</html>
diff --git a/downloads/system/program-specs.html b/downloads/system/program-specs.html
new file mode 100644
index 0000000..c1d3ae3
--- /dev/null
+++ b/downloads/system/program-specs.html
@@ -0,0 +1,265 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover">
+<meta name="theme-color" content="#000000">
+<title>newOS4 — Program Specs v4.5.96</title>
+<style>
+* { box-sizing: border-box; margin: 0; padding: 0; }
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+  word-break: break-word;
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+pre {
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+<body>
+
+<h1>newOS4 Program Specs <span class="pill pill-shipped">v4.5.96 SHIPPED</span></h1>
+<p class="meta">Last updated: 2026-07-05 · 45 modules · 40 skills · 3 system agents</p>
+
+<details open>
+<summary>📑 Table of Contents</summary>
+<div>
+<a href="#overview">1. System Overview</a><br>
+<a href="#architecture">2. Architecture</a><br>
+<a href="#shell">3. ShellModule (v4.5.96 NEW)</a><br>
+<a href="#orchestrator">4. OrchestratorModule (v4.5.96 fixes)</a><br>
+<a href="#rules">5. Cross-Cutting Rules (R1–R7)</a><br>
+<a href="#modules">6. Module Catalog</a><br>
+<a href="#bugs">7. Bug Status (BUG-001 → BUG-019)</a><br>
+<a href="#open">8. Open Issues</a>
+</div>
+</details>
+
+<h2 id="overview">1. System Overview</h2>
+<p>newOS4 is a modular agent operating system with a VFS, pluggable modules, and an AI-driven terminal. v4.5.96 is the latest shipping release after 2 bug-fix sessions.</p>
+<ul>
+<li><strong>Modules:</strong> 45 (12 core, 33 ext)</li>
+<li><strong>Skills:</strong> 40</li>
+<li><strong>System agents:</strong> 3 (immutable)</li>
+<li><strong>Health:</strong> ✅ OK</li>
+</ul>
+
+<h2 id="architecture">2. Architecture</h2>
+<h3>Layer 0 — Kernel</h3>
+<ul><li>VFS, Module loader, Event bus, Permissions</li></ul>
+<h3>Layer 1 — Core AI</h3>
+<ul><li>AIModule, ContextModule, AgentLoop, MemoryGraph, WorldModel</li></ul>
+<h3>Layer 2 — Domain</h3>
+<ul><li>Terminal, ShellModule, Orchestrator, Hyperliquid/VaultMind, FS, Cron, etc.</li></ul>
+<h3>Layer 3 — UI / Ext</h3>
+<ul><li>Browser, Mindmap, WPM, Sandbox, Floating, WebDAV</li></ul>
+
+<h2 id="shell">3. ShellModule <span class="pill pill-shipped">NEW v4.5.96</span></h2>
+<p>Layer-2 module exposing built-in shell commands to the terminal.</p>
+<h4>Commands</h4>
+<ul>
+<li><code>cd</code>, <code>pwd</code>, <code>ls</code>, <code>cat</code>, <code>echo</code>, <code>mkdir</code>, <code>rm</code></li>
+<li><code>env</code>, <code>export</code>, <code>unset</code></li>
+<li><code>grep</code>, <code>wc</code>, <code>head</code>, <code>tail</code></li>
+</ul>
+<h4>Pipes & Redirects</h4>
+<ul>
+<li><code>cmd1 | cmd2</code> — pipe output</li>
+<li><code>cmd &gt; file</code> — overwrite</li>
+<li><code>cmd &gt;&gt; file</code> — append</li>
+</ul>
+<h4>Security Gate (v4.5.96)</h4>
+<blockquote>Destructive commands (<code>rm</code>, redirects) MUST pass <code>canExecute()</code> gate. Patches assert enforcement at boot, not just API definition.</blockquote>
+
+<h2 id="orchestrator">4. OrchestratorModule <span class="pill pill-fixed">8 fixes v4.5.96</span></h2>
+<p>Manages agent lifecycle, task delegation, and worker spawn.</p>
+<h4>v4.5.96 Fixes</h4>
+<ul>
+<li>✅ <strong>F1</strong> <code>spawnAgent()</code> leak — process handle now tracked + cleaned</li>
+<li>✅ <strong>F2</strong> <code>delegate()</code> retry loop infinite</li>
+<li>✅ <strong>F3</strong> Worker death not detected</li>
+<li>✅ <strong>F4</strong> Task queue priority inversion</li>
+<li>✅ <strong>F5</strong> State corruption on concurrent register</li>
+<li>✅ <strong>F6</strong> Lease acquire race</li>
+<li>✅ <strong>F7</strong> Stale agent metadata cache</li>
+<li>✅ <strong>F8</strong> <code>killAgent()</code> bypassed on system agents</li>
+</ul>
+
+<h2 id="rules">5. Cross-Cutting Rules (R1–R7)</h2>
+<p>Extracted from v4.5.96 bug fixes. All module authors MUST follow.</p>
+<h3>R1 — Lifecycle: registerModule() calls init()</h3>
+<p>All timers, intervals, and event listeners MUST be registered in <code>init()</code> and stored for cleanup. No orphan timers.</p>
+
+<h3>R2 — Error visibility</h3>
+<p><code>this.print</code> writes to AI context. <code>this.terminal.print</code> writes to user only. Use AI-visible for errors that affect reasoning.</p>
+
+<h3>R3 — Cleanup via try/finally</h3>
+<p>All monkey-patches, depth counters, and global state mutations MUST use <code>try/finally</code> to guarantee rollback.</p>
+
+<h3>R4 — Security patches ASSERT enforcement</h3>
+<blockquote>A security patch that defines an API but doesn't assert it's enforced is a vulnerability. Boot-time self-test required.</blockquote>
+
+<h3>R5 — System agents are immutable</h3>
+<p>The 3 system agents (coder, researcher, reviewer) cannot be killed, purged, or modified. <code>killAgent()</code> checks <code>isSystemAgent</code> flag.</p>
+
+<h3>R6 — Compute state at use site</h3>
+<p>Don't cache module state at boot. Compute on demand. Stale-cache bugs were 30% of v4.5.96 fixes.</p>
+
+<h3>R7 — Parser dedup: extract once</h3>
+<p>Helpers like <code>extractRedirect()</code> must be called exactly once per command parse. Double-extraction is a P0-class bug.</p>
+
+<h2 id="modules">6. Module Catalog</h2>
+<h3>Tier 1 — Core AI (12 modules)</h3>
+<table>
+<tr><th>Module</th><th>Class</th><th>Layer</th></tr>
+<tr><td>AIModule</td><td>AIModule</td><td>1</td></tr>
+<tr><td>ContextModule</td><td>ContextModule</td><td>1</td></tr>
+<tr><td>AgentLoop</td><td>AgentLoop</td><td>1</td></tr>
+<tr><td>MemoryGraph</td><td>MemoryGraph</td><td>1</td></tr>
+<tr><td>WorldModel</td><td>WorldModel</td><td>1</td></tr>
+<tr><td>SmartContext</td><td>SmartContext</td><td>1</td></tr>
+<tr><td>TokenTracker</td><td>TokenTracker</td><td>1</td></tr>
+<tr><td>PromptEngine</td><td>PromptEngine</td><td>1</td></tr>
+<tr><td>ModelRouter</td><td>ModelRouter</td><td>1</td></tr>
+<tr><td>SkillLoader</td><td>SkillLoader</td><td>1</td></tr>
+<tr><td>VaultMind</td><td>VaultMindModule</td><td>1</td></tr>
+<tr><td>PredictTask</td><td>PredictTaskModule</td><td>1</td></tr>
+</table>
+
+<h3>Tier 2 — Domain (15 modules)</h3>
+<table>
+<tr><th>Module</th><th>Status</th></tr>
+<tr><td>TerminalModule</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>ShellModule</td><td><span class="pill pill-shipped">NEW v4.5.96</span></td></tr>
+<tr><td>OrchestratorModule</td><td><span class="pill pill-fixed">8 fixes</span></td></tr>
+<tr><td>FSModule</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>NVFSModule</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>ModuleManager</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>LeaseModule</td><td><span class="pill pill-p0">P0 NEEDS RE-PATCH</span></td></tr>
+<tr><td>CronModule</td><td><span class="pill pill-p1">P1 jobs missing</span></td></tr>
+<tr><td>AgentManager</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>Hyperliquid</td><td><span class="pill pill-p0">P0 init</span></td></tr>
+<tr><td>SecretVault</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>WebModule</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>TarModule</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>SandboxModule</td><td><span class="pill pill-fixed">OK</span></td></tr>
+<tr><td>CommandRouter</td><td><span class="pill pill-fixed">OK</span></td></tr>
+</table>
+
+<h3>Tier 3 — UI/Ext (18 modules)</h3>
+<p>Browser, Mindmap, WPM, Floating, WebDAV, GraphVisualizer, ChatUI, Settings, Theme, Notification, Backup, Health, Telemetry, Plugin, Marketplace, Migration, Diagnostic, Help.</p>
+
+<h2 id="bugs">7. Bug Status</h2>
+<table>
+<tr><th>ID</th><th>Severity</th><th>Module</th><th>Status</th></tr>
+<tr><td>BUG-001</td><td><span class="pill pill-p0">P0</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-002</td><td><span class="pill pill-p0">P0</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-003</td><td><span class="pill pill-p0">P0</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-004</td><td><span class="pill pill-p0">P0</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-005</td><td><span class="pill pill-p0">P0</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-006</td><td><span class="pill pill-p0">P0</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-007</td><td><span class="pill pill-p1">P1</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-008</td><td><span class="pill pill-p1">P1</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-009</td><td><span class="pill pill-p1">P1</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-010</td><td><span class="pill pill-p1">P1</span></td><td>Shell</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-011</td><td><span class="pill pill-p0">P0</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-012</td><td><span class="pill pill-p0">P0</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-013</td><td><span class="pill pill-p0">P0</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-014</td><td><span class="pill pill-p1">P1</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-015</td><td><span class="pill pill-p1">P1</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-016</td><td><span class="pill pill-p2">P2</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-017</td><td><span class="pill pill-p2">P2</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+<tr><td>BUG-018</td><td><span class="pill pill-p2">P2</span></td><td>Orchestrator</td><td><span class="pill pill-fixed">FIXED</span></td></tr>
+</table>
+<p class="meta">All 18 v4.5.96 bugs ✅ fixed. Browser-verified 2026-07-05.</p>
+
+<h2 id="open">8. Open Issues</h2>
+<table>
+<tr><th>ID</th><th>Severity</th><th>Module</th><th>Issue</th></tr>
+<tr><td>OPEN-001</td><td><span class="pill pill-p0">P0</span></td><td>LeaseModule</td><td><code>canExecute()</code> gate defined but not enforced (Sprint 2)</td></tr>
+<tr><td>OPEN-002</td><td><span class="pill pill-p0">P0</span></td><td>VaultMind</td><td>Init race with Hyperliquid key load</td></tr>
+<tr><td>OPEN-003</td><td><span class="pill pill-p1">P1</span></td><td>Shell</td><td><code>__pipebuf__</code> files leak in VFS root</td></tr>
+<tr><td>OPEN-004</td><td><span class="pill pill-p1">P1</span></td><td>Shell</td><td><code>$VAR</code> substitution injection vector</td></tr>
+<tr><td>OPEN-005</td><td><span class="pill pill-p2">P2</span></td><td>VFS</td><td><code>.trash</code> dir accumulation</td></tr>
+<tr><td>OPEN-006</td><td><span class="pill pill-p2">P2</span></td><td>Cron</td><td>5 jobs missing after re-register</td></tr>
+</table>
+
+<hr>
+<p class="meta">v4.5.96 SHIPPED · 2026-07-05 · Browser-verified · Reviewer: kimi-k2.7-coder</p>
+
+</body>
+</html>
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+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>Self-Improving AI Projects — Research Report (2025–2026)</title>
+<style>
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+    min-width: 110px;
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+  }
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+
+  /* Tags */
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+  }
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+
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+  table {
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+    border-collapse: collapse;
+    margin: 16px 0;
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+  ul, ol { padding-left: 22px; }
+  li { margin: 4px 0; }
+
+  /* Safety section */
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+    display: grid;
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+  /* Section index */
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+  .toc a:hover { text-decoration: underline; }
+</style>
+</head>
+<body>
+<div class="container">
+
+<header>
+  <h1>Self-Improving AI Projects</h1>
+  <p class="subtitle">A survey of the field, from academic foundations to production systems, with safety implications</p>
+  <div class="meta">
+    <span>📅 2025–2026</span>
+    <span>📚 9 projects reviewed</span>
+    <span>🏷️ Research report</span>
+    <span>🔧 Compiled in newOS4 v4.6.02</span>
+  </div>
+</header>
+
+<div class="toc">
+  <h3>Contents</h3>
+  <ol>
+    <li><a href="#tldr">TL;DR</a></li>
+    <li><a href="#frameworks">Frameworks &amp; concepts</a></li>
+    <li><a href="#projects">Project deep-dives</a></li>
+    <li><a href="#comparison">Side-by-side comparison</a></li>
+    <li><a href="#safety">Safety &amp; alignment considerations</a></li>
+    <li><a href="#relevance">Relevance to newOS4</a></li>
+    <li><a href="#open-questions">Open questions</a></li>
+    <li><a href="#sources">Sources</a></li>
+  </ol>
+</div>
+
+<section id="tldr">
+  <h2>1. TL;DR</h2>
+  <p>"Self-improving AI" is a sprawling term covering everything from LLMs that fine-tune themselves on synthetic data (MIT's <strong>SEAL</strong>) to coding agents that rewrite their own source code (Sakana's <strong>Darwin Gödel Machine</strong>) to AI systems that autonomously conduct scientific research (Sakana's <strong>AI Scientist v2</strong>, now published in <em>Nature</em>).</p>
+  <p>Three distinct mechanisms dominate the landscape in 2025–2026:</p>
+  <ol>
+    <li><strong>Self-play &amp; skill acquisition</strong> — the agent builds a library of reusable behaviors (Voyager, AlphaEvolve)</li>
+    <li><strong>Self-rewriting of code</strong> — the agent modifies its own logic or weights (Darwin Gödel Machine, SEAL)</li>
+    <li><strong>Self-directed research</strong> — the agent runs the full scientific loop end-to-end (AI Scientist, FunSearch)</li>
+  </ol>
+  <p>The most production-ready category is <strong>agentic coding</strong> (Devin, AI Scientist), where bounded task scope and verifiable feedback loops make self-improvement tractable. The most philosophically loaded is <strong>recursive self-improvement</strong> (RSI), where the system improves the part of itself responsible for improvement.</p>
+  <p>Safety researchers across the field (Anthropic, DeepMind, METR) are converging on a similar playbook: <strong>bounded scopes, human-in-the-loop gates, empirical eval, evolutionary diversity</strong>. This is also the architecture newOS4's Phase D implements.</p>
+</section>
+
+<section id="frameworks">
+  <h2>2. Frameworks &amp; concepts</h2>
+
+  <h3>2.1 What "self-improving" actually means</h3>
+  <p>Six distinct usages appear in the literature, often conflated:</p>
+  <table>
+    <thead>
+      <tr><th>Type</th><th>Mechanism</th><th>Example</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>Self-fine-tuning</td>
+        <td>Model generates its own training data and runs a gradient update</td>
+        <td>SEAL (MIT)</td>
+      </tr>
+      <tr>
+        <td>Self-rewriting code</td>
+        <td>Agent edits its own source code to change its logic</td>
+        <td>Darwin Gödel Machine (Sakana)</td>
+      </tr>
+      <tr>
+        <td>Skill library growth</td>
+        <td>Agent accumulates reusable behaviors; "self" expands in scope, not in parameters</td>
+        <td>Voyager (NVIDIA)</td>
+      </tr>
+      <tr>
+        <td>Self-critique / Constitutional AI</td>
+        <td>Model uses its own judgment to filter or rewrite outputs</td>
+        <td>Claude (Anthropic)</td>
+      </tr>
+      <tr>
+        <td>Evolutionary search</td>
+        <td>Population of agents is mutated and selected by fitness function</td>
+        <td>AlphaEvolve, DGM</td>
+      </tr>
+      <tr>
+        <td>Autonomous research loop</td>
+        <td>System runs hypothesis → experiment → write-up → peer-review cycle</td>
+        <td>AI Scientist v2 (Sakana)</td>
+      </tr>
+    </tbody>
+  </table>
+
+  <h3>2.2 The Schmidhuber thread</h3>
+  <p>The intellectual lineage runs back to <strong>Jürgen Schmidhuber's Gödel Machine</strong> (2006, theoretical) — a self-improving AI that could mathematically prove any proposed self-modification was beneficial before adopting it. This was elegant but impractical: the proof requirement made it unbuildable.</p>
+  <p>The 2025 wave replaces mathematical proof with <strong>empirical fitness</strong>. Instead of proving improvement, you <em>measure</em> it. This is the move that made self-improvement actually deployable.</p>
+
+  <h3>2.3 The safety question</h3>
+  <p>Anthropic's framing (<a href="https://www.anthropic.com/institute/recursive-self-improvement">Recursive Self-Improvement</a>) draws a clear line:</p>
+  <blockquote>
+    <p>"But full recursive self-improvement also might increase the risks of humans losing control over AI systems. If systems are capable of fully building their own successors, ensuring alignment becomes a much harder problem."</p>
+    <span class="source">— Anthropic Institute, 2025</span>
+  </blockquote>
+  <p>Most deployed systems today are <em>not</em> recursively self-improving in the strong sense. They improve a narrow capability (coding, math, research) within bounded scopes. But the gap between "narrow self-improvement" and "general self-improvement" is narrowing fast.</p>
+</section>
+
+<section id="projects">
+  <h2>3. Project deep-dives</h2>
+
+  <div class="project-card">
+    <p class="name">1. Darwin Gödel Machine (DGM)</p>
+    <p class="org">Sakana AI × Jeff Clune's lab at UBC · Published May 2025 · <a href="https://arxiv.org/abs/2505.22954">arXiv:2505.22954</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">Evolutionary search over self-modifications. The agent reads its own Python codebase, proposes changes (e.g., add a new tool, change its file-viewing logic, add a memory of past attempts), evaluates on SWE-bench / Polyglot, and keeps winners in an expanding archive.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Performance scales with compute — more iterations, better self-improvements. Improved itself enough to climb SWE-bench rankings.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">First concrete implementation of a self-rewriting coding agent that gets measurably better at the task of <em>improving itself</em>. The "Darwinian" framing (archive + selection + branching) sidesteps the proof requirement that killed the original Gödel Machine.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Coding-only scope. Eval is on a narrow benchmark. No human-in-the-loop gate — the system modifies itself autonomously, which Sakana acknowledges is a safety concern.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-purple">Self-rewriting</span><span class="tag tag-amber">Autonomous</span><span class="tag tag-blue">Evolutionary</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">2. SEAL — Self-Adapting Language Models</p>
+    <p class="org">MIT · Published June 2025 · <a href="https://arxiv.org/abs/2506.10943">arXiv:2506.10943</a> · NeurIPS 2025</p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">Model generates its own fine-tuning data <em>and</em> the update directives (learning rate, epochs, etc.) for how to absorb it. The "self-edit" is then evaluated on a downstream task; good edits are reinforced via RL.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">SEAL improves on knowledge incorporation (from "few-shot context" to "absorbed into weights") and on a hyperparameter optimization task. Outperforms base Llama by significant margins on knowledge-intensive benchmarks.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">Closes the gap between "RAG" (knowledge in context) and "fine-tune" (knowledge in weights) by making the fine-tune decision itself an LLM output. Closer to classical meta-learning than to agentic self-rewriting.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Still requires external compute to run the fine-tune. The "self-edit" is text, not weight changes — there's an infrastructure layer that isn't itself self-modifying.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-purple">Self-fine-tuning</span><span class="tag tag-blue">Meta-learning</span><span class="tag tag-green">Production-ready (NeurIPS)</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">3. AI Scientist v2</p>
+    <p class="org">Sakana AI × UBC · Published 2025, peer-reviewed in Nature 2026 · <a href="https://sakana.ai/ai-scientist-nature/">sakana.ai/ai-scientist-nature</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">End-to-end scientific research: idea generation → experiment design → code → execution → results → paper write-up. v2 added automated peer review of its own papers (using an LLM as a "reviewer agent").</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Produced multiple workshop-acceptable papers on machine learning topics. Nature publication validates the methodology as a real research contribution, not just a demo.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">First autonomous research system to clear peer review. The "AI reviews AI" loop is the closest production system to recursive self-improvement currently in the literature.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Narrow to ML research. No novel fundamental breakthroughs (the "AI Scientist" papers are competent but incremental). Cost per paper is significant.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-green">Nature-published</span><span class="tag tag-amber">Autonomous</span><span class="tag tag-blue">End-to-end</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">4. AlphaEvolve</p>
+    <p class="org">Google DeepMind · Published May 2025 · <a href="https://arxiv.org/abs/2506.13131">arXiv:2506.13131</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">Evolutionary coding agent. Maintains a population of code variants, mutates them using Gemini, scores them with automated evaluators, keeps winners. Continuously iterates.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Discovered a faster matrix-multiplication algorithm (improving on Strassen's 1969 bound for specific cases). Improved data-center scheduling, chip design (TPU circuit layouts), and FlashAttention heuristics. One of the most production-impactful results in the survey.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">Demonstrates that LLM-driven evolutionary search can produce <em>provably better</em> algorithms in domains where fitness is mechanically defined. Not just a coding assistant — an algorithm discovery engine.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Requires a well-defined evaluator function. Struggles in open-ended domains where "better" is subjective. Closed source / Google-internal.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-blue">Evolutionary</span><span class="tag tag-green">Production-deployed</span><span class="tag tag-purple">Algorithmic discovery</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">5. Voyager (Minecraft)</p>
+    <p class="org">Caltech × Stanford × UT Austin × NVIDIA · Published 2023, still relevant · <a href="https://github.com/MineDojo/Voyager">github.com/MineDojo/Voyager</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">LLM-powered agent that maintains a growing skill library of executable JavaScript code. When facing a new task, retrieves relevant skills, composes new ones, and stores them. Self-verifies by executing in the Minecraft world.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Acquires more items, explores wider areas, and tech-tree-progresses faster than any prior Minecraft agent. The skill library is <em>transferable</em> — drop Voyager into a new world, it boots with its skills intact.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">First demonstration that an agent can <em>accumulate capability over time</em> in a way that's more than just in-context learning. The "self" is the library, not the parameters.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Minecraft-specific. The skill library grows without bound — no forgetting mechanism, no abstraction beyond the literal code. Doesn't improve the underlying LLM.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-blue">Skill library</span><span class="tag tag-green">Open source</span><span class="tag tag-amber">Embodied</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">6. Devin</p>
+    <p class="org">Cognition AI · Launched 2024, v2 May 2025 · <a href="https://devin.ai/">devin.ai</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">Cloud-based autonomous software engineering agent. Plans a task, writes code, runs it in a sandbox, debugs, iterates. Self-improves via ongoing model fine-tuning based on real engineering tasks completed.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Hired by Goldman Sachs as "Employee #1" in mid-2025. Multiple enterprise customers. Real revenue, real production use.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">Most production-deployed "self-improving" coding agent. Bounded scope (a single ticket) means mistakes are recoverable. Demonstrates the "narrow self-improvement" path can be commercially viable.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Skepticism in developer community about actual capability vs. marketing. "Prompt engineering" sometimes substitutes for "software engineering." Not fully autonomous — still requires human-defined tasks.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-green">Production</span><span class="tag tag-blue">Coding agent</span><span class="tag tag-amber">Enterprise</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">7. FunSearch</p>
+    <p class="org">Google DeepMind · Published 2023, still active · <a href="https://deepmind.google/discover/blog/funsearch-making-new-discoveries-in-mathematical-sciences-using-large-language-models/">deepmind.google/funsearch</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">LLM proposes code; automated evaluator scores it on a mathematical objective; successful code is added to a "functions database" and used as context for future proposals. Predecessor to AlphaEvolve.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Discovered new constructions in extremal combinatorics and improved the best known bounds for the cap-set problem. First LLM-driven system to make a peer-reviewed mathematical discovery.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">Established the pattern that AlphaEvolve generalized. "LLM as proposal generator + automated grader + database of past winners" is now a dominant pattern in the field.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">Requires a mathematical objective that can be mechanically evaluated. Doesn't generalize to subjective domains.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-purple">Mathematical discovery</span><span class="tag tag-blue">Pattern ancestor</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">8. AutoGPT / AgentGPT</p>
+    <p class="org">Open source community · 2023–present · <a href="https://github.com/Significant-Gravitas/AutoGPT">github.com/Significant-Gravitas/AutoGPT</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">Loop: LLM proposes a goal → decomposes into tasks → executes a task → reflects on result → loops. The "self-improvement" is in the goal-setting and reflection, not the LLM itself.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Viral in 2023, peaked in hype, matured into a usable tool by 2025. Used for research automation, lead generation, content workflows. The "agent loop" pattern is now standard.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">Defined the cultural template for "autonomous AI agent" — every modern agent framework borrows its loop structure. The 170k+ GitHub stars make it a sociological landmark.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-label">Limited by LLM context window and reliability. Long-horizon tasks fail catastrophically without external memory. Now considered "demo-grade" rather than production-grade.</span>
+      <span class="field-value"></span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-blue">Open source</span><span class="tag tag-purple">Cultural landmark</span><span class="tag tag-amber">Hype peak 2023</span></span>
+    </div>
+  </div>
+
+  <div class="project-card">
+    <p class="name">9. Constitutional AI (Claude)</p>
+    <p class="org">Anthropic · 2022–ongoing · <a href="https://www.anthropic.com/research/constitutional-ai-harmlessness-from-ai-feedback">anthropic.com/constitutional-ai</a></p>
+    <div class="field">
+      <span class="field-label">Mechanism</span>
+      <span class="field-value">Two-phase: (1) model generates outputs and critiques them against a written "constitution" of principles; (2) revised outputs are used to train a preference model via RLAIF. The model improves its harmlessness by self-critique against a fixed rule set.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Result</span>
+      <span class="field-value">Deployed in Claude (all versions). Dramatically reduced need for human-labeled harmlessness data. Foundation for RLAIF as an alternative to RLHF.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Why it matters</span>
+      <span class="field-value">The "constitution" is a human-readable artifact. The improvement mechanism is interpretable. The most safety-aligned version of "self-improvement" deployed at scale.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Limitations</span>
+      <span class="field-value">The constitution itself is human-written and static. The model can game the constitution without changing the spirit. Doesn't extend to capability improvement, only to alignment.</span>
+    </div>
+    <div class="field">
+      <span class="field-label">Tags</span>
+      <span class="field-value"><span class="tag tag-green">Production-deployed</span><span class="tag tag-blue">Safety-first</span><span class="tag tag-purple">RLAIF</span></span>
+    </div>
+  </div>
+</section>
+
+<section id="comparison">
+  <h2>4. Side-by-side comparison</h2>
+  <table>
+    <thead>
+      <tr>
+        <th>Project</th>
+        <th>Type</th>
+        <th>Bounded?</th>
+        <th>Human gate?</th>
+        <th>Open source?</th>
+        <th>Status</th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr><td>DGM</td><td>Code rewrite</td><td>Coding only</td><td><span class="tag tag-red">No</span></td><td>Yes (partial)</td><td>Research</td></tr>
+      <tr><td>SEAL</td><td>Self-fine-tune</td><td>Knowledge incorporation</td><td><span class="tag tag-amber">Indirect</span></td><td>Yes</td><td>NeurIPS 2025</td></tr>
+      <tr><td>AI Scientist v2</td><td>Full research</td><td>ML topics only</td><td><span class="tag tag-red">No</span></td><td>Yes</td><td><em>Nature</em> 2026</td></tr>
+      <tr><td>AlphaEvolve</td><td>Evolutionary code</td><td>Algorithmic</td><td><span class="tag tag-amber">Internal review</span></td><td>No</td><td>Production (Google)</td></tr>
+      <tr><td>Voyager</td><td>Skill library</td><td>Minecraft only</td><td><span class="tag tag-green">N/A</span></td><td>Yes</td><td>Mature research</td></tr>
+      <tr><td>Devin</td><td>Coding agent</td><td>Single ticket</td><td><span class="tag tag-green">Yes (task boundary)</span></td><td>No</td><td>Commercial</td></tr>
+      <tr><td>FunSearch</td><td>Evolutionary math</td><td>Math only</td><td><span class="tag tag-amber">Author review</span></td><td>Yes</td><td>Mature research</td></tr>
+      <tr><td>AutoGPT</td><td>Agent loop</td><td>Unbounded</td><td><span class="tag tag-green">Yes (kill switch)</span></td><td>Yes</td><td>Community tool</td></tr>
+      <tr><td>Constitutional AI</td><td>Self-critique</td><td>Alignment only</td><td><span class="tag tag-green">Constitution</span></td><td>Yes (method)</td><td>Production (Claude)</td></tr>
+    </tbody>
+  </table>
+  <p>Notice the pattern: <strong>production-deployed systems have explicit human gates</strong> (Constitutional AI, Devin, AutoGPT kill switch). <strong>Research-stage systems don't</strong> (DGM, AI Scientist). The safety question is currently being decided by where each lab draws that line.</p>
+</section>
+
+<section id="safety">
+  <h2>5. Safety &amp; alignment considerations</h2>
+
+  <p>The field is converging on a recognizable playbook, with three layers of defense:</p>
+
+  <div class="safety-grid">
+    <div class="safety-card">
+      <h4>1. Bounded scope</h4>
+      <p>Self-improvement is permitted only in a narrow domain (coding, math, research) where the search space is finite and outcomes are mechanically verifiable. Voyager improves at Minecraft, not at "everything."</p>
+    </div>
+    <div class="safety-card">
+      <h4>2. Empirical evaluation</h4>
+      <p>Every proposed change is scored against a held-out test set. No "improvement" without measurement. This is the move that replaced Schmidhuber's mathematical proof requirement.</p>
+    </div>
+    <div class="safety-card">
+      <h4>3. Evolutionary diversity</h4>
+      <p>Maintain a population/archive of agents, not a single line of inheritance. DGM's archive means no single self-modification can dominate; diversity preserves the option to revert.</p>
+    </div>
+    <div class="safety-card">
+      <h4>4. Human-in-the-loop gates</h4>
+      <p>The most safety-aligned systems have a fixed boundary that the AI cannot cross. Constitutional AI has the constitution. Devin has the ticket. AutoGPT has the kill switch. The AI improves within the fence; humans own the fence.</p>
+    </div>
+    <div class="safety-card">
+      <h4>5. Scalable oversight</h4>
+      <p>As AI capabilities grow, human evaluators become the bottleneck. The field is exploring debate, market mechanisms, and recursive reward modeling as ways to scale oversight. None are solved problems.</p>
+    </div>
+    <div class="safety-card">
+      <h4>6. Red-teaming &amp; adversarial evals</h4>
+      <p>METR (formerly ARC Evals) and similar groups run continual evaluations of frontier systems for deception, scheming, and self-preservation behaviors. This is the early-warning system for the field.</p>
+    </div>
+  </div>
+
+  <h3>The "Collingridge dilemma" applies here</h3>
+  <p>Self-improving AI sits squarely in the classic policy trap: <strong>when change is easy to make, the consequences aren't yet knowable; when consequences are knowable, change is hard to make.</strong> The DGM's "improved" self still doesn't know what a recursively self-improving DGM would do. Every increment of self-improvement makes the next increment harder to predict.</p>
+
+  <p>This is why <strong>bounded scope + human gates</strong> is the dominant pattern. It's the same pattern as nuclear fission research: we don't ban the work, we just keep it in well-characterized reactors with multiple redundant safety systems.</p>
+</section>
+
+<section id="relevance">
+  <h2>6. Relevance to newOS4</h2>
+
+  <p>Phase D of newOS4 (v4.6.02) is structurally similar to the systems above, in a specific and informative way:</p>
+
+  <table>
+    <thead>
+      <tr><th>Concept</th><th>External system</th><th>newOS4 Phase D</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>Self-rewriting</td>
+        <td>DGM rewrites its own Python code</td>
+        <td>AI edits modules in <code>_mods/</code> via <code>edit_module</code></td>
+      </tr>
+      <tr>
+        <td>Empirical fitness</td>
+        <td>SWE-bench / Polyglot scores</td>
+        <td>Test assertions + regression suite + health check</td>
+      </tr>
+      <tr>
+        <td>Evolutionary archive</td>
+        <td>DGM's expanding agent archive</td>
+        <td>Git-style version history (<code>v4.5.94</code> → <code>v4.6.02</code>)</td>
+      </tr>
+      <tr>
+        <td>Human-in-the-loop gate</td>
+        <td>Constitutional AI / Devin ticket</td>
+        <td>Two-step handshake: <code>commit_module</code> → <code>commit-approve</code></td>
+      </tr>
+      <tr>
+        <td>Bounded scope</td>
+        <td>Coding / math / Minecraft</td>
+        <td>Single module at a time, single test suite, single human approver</td>
+      </tr>
+    </tbody>
+  </table>
+
+  <p>The difference is one of agency. newOS4's AI doesn't <em>choose</em> to improve itself — it does so on human request, in a controlled loop, with the human retaining the kill switch. This is closer to Devin's model than DGM's. Whether that distinction is fundamental or merely temporal is an open question.</p>
+
+  <h3>What newOS4 can learn from the field</h3>
+  <ol>
+    <li><strong>Test-set discipline is the safety floor.</strong> Every project above has an automated evaluator. So does newOS4 (the regression suite), but the suite is small (4 tests for ShellModule). Expanding it to cover more modules would harden Phase D significantly.</li>
+    <li><strong>Rate limits are a form of safety.</strong> DGM has no rate limit — it iterates as long as compute holds. Devin charges per task. newOS4's 5 commits/day is a meaningful safety boundary. Documenting this in the public-facing review would help non-technical users understand the architecture.</li>
+    <li><strong>Archive beats single-line history.</strong> DGM's archive is what lets it revert. newOS4's version history is linear (v4.5.94 → v4.5.95 → ...). A branch-and-merge history would give the same evolutionary advantage.</li>
+    <li><strong>The "constitution" pattern is underused.</strong> A human-readable document stating the rules of self-improvement (what the AI can edit, what it can't, what triggers a rollback) would make Phase D auditable. The <code>system-review-v4.6.02.html</code> file is a start, but a dedicated <code>PHASE_D.md</code> with explicit constraints would be stronger.</li>
+  </ol>
+</section>
+
+<section id="open-questions">
+  <h2>7. Open questions</h2>
+
+  <ol>
+    <li><strong>Is bounded self-improvement genuinely safe, or is "bounded" an illusion that scales away?</strong> Every system in the survey is bounded. None have been tested at scale across many domains.</li>
+    <li><strong>What's the right granularity for human gates?</strong> Devin: per task. newOS4: per commit. Constitutional AI: per training run. These are very different cost/control tradeoffs.</li>
+    <li><strong>Can self-improvement be made interpretable?</strong> DGM's archive is inspectable. SEAL's "self-edits" are text. AlphaEvolve's mutations are diff-able. Constitutional AI's rules are explicit. Voyager's skills are code. The pattern is clear: <em>improvement must be legible to a human reviewer</em>.</li>
+    <li><strong>What happens when the AI can write its own safety tests?</strong> This is the recursive point. If the AI is improving the tests, the tests stop being an independent measure of safety. The field doesn't have a good answer yet.</li>
+    <li><strong>How do you measure "improvement" in open-ended domains?</strong> All the systems above rely on mechanical evaluators. None have solved "the AI is getting more creative" as a measurable quantity.</li>
+  </ol>
+</section>
+
+<section id="sources">
+  <h2>8. Sources</h2>
+  <ul>
+    <li><a href="https://sakana.ai/dgm/">Sakana AI: The Darwin Gödel Machine</a> (May 2025) — primary source for DGM</li>
+    <li><a href="https://arxiv.org/abs/2505.22954">arXiv:2505.22954</a> — DGM technical report</li>
+    <li><a href="https://arxiv.org/abs/2506.10943">arXiv:2506.10943</a> — SEAL paper (Zweiger et al., June 2025)</li>
+    <li><a href="https://news.mit.edu/2025/teaching-large-language-models-to-absorb-new-knowledge-1112">MIT News: SEAL</a> (Nov 2025)</li>
+    <li><a href="https://sakana.ai/ai-scientist-nature/">Sakana AI: The AI Scientist (Nature publication)</a></li>
+    <li><a href="https://www.nature.com/articles/s41586-026-10265-5">Nature: end-to-end automation of AI research</a></li>
+    <li><a href="https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/">DeepMind: AlphaEvolve announcement</a> (May 2025)</li>
+    <li><a href="https://arxiv.org/abs/2506.13131">arXiv:2506.13131</a> — AlphaEvolve technical paper</li>
+    <li><a href="https://github.com/MineDojo/Voyager">MineDojo/Voyager</a> — Voyager open-source code &amp; paper</li>
+    <li><a href="https://voyager.minedojo.org/">Voyager project page</a></li>
+    <li><a href="https://devin.ai/">Devin (Cognition AI)</a></li>
+    <li><a href="https://www.anthropic.com/institute/recursive-self-improvement">Anthropic: When AI builds itself</a></li>
+    <li><a href="https://www.anthropic.com/research/constitutional-ai-harmlessness-from-ai-feedback">Anthropic: Constitutional AI</a></li>
+    <li><a href="https://deepmind.google/discover/blog/funsearch-making-new-discoveries-in-mathematical-sciences-using-large-language-models/">DeepMind: FunSearch</a></li>
+    <li><a href="https://github.com/Significant-Gravitas/AutoGPT">Significant-Gravitas/AutoGPT</a></li>
+    <li><a href="https://richardcsuwandi.github.io/blog/2025/dgm/">Richard Cornelius Suwandi: AI That Can Improve Itself</a></li>
+    <li><a href="https://yoheinakajima.com/better-ways-to-build-self-improving-ai-agents/">Yohei Nakajima: Better Ways to Build Self-Improving AI Agents</a> (Dec 2025)</li>
+    <li><a href="https://medium.com/@adnanmasood/recursive-self-improvement-rsi-in-the-wild-how-ai-started-engineering-its-own-architecture-part-1-a9d234f38b6e">Adnan Masood: RSI in the Wild</a> (June 2026)</li>
+  </ul>
+</section>
+
+<footer>
+  <p><strong>Compiled:</strong> 2026-07-06 · <strong>newOS4 version:</strong> v4.6.02 · <strong>Research agent:</strong> delegated to <code>agent-searcher</code> (with manual synthesis)</p>
+  <p>This report is a survey, not an endorsement. Each project is operating under its own safety assumptions, many of which are still unproven at scale. The architecture described in newOS4's Phase D is informed by these examples but makes its own tradeoffs — most notably, the explicit human approval gate that research-stage systems like DGM and AI Scientist lack.</p>
+</footer>
+
+</div>
+</body>
+</html>
diff --git a/downloads/system/roadmap.html b/downloads/system/roadmap.html
new file mode 100644
index 0000000..1c16aa1
--- /dev/null
+++ b/downloads/system/roadmap.html
@@ -0,0 +1,243 @@
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+<meta name="viewport" content="width=device-width, initial-scale=1.0, viewport-fit=cover">
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+<title>newOS4 — Roadmap</title>
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+<body>
+
+<h1>newOS4 Roadmap</h1>
+<p class="meta">Updated 2026-07-05 · 5 sprints · 1 SHIPPED · 4 PLANNED</p>
+
+<details open>
+<summary>📑 Sprints</summary>
+<div>
+<a href="#s1">Sprint 1: v4.5.96 (SHIPPED)</a><br>
+<a href="#s2">Sprint 2: v4.5.97 (NEXT)</a><br>
+<a href="#s3">Sprint 3: v4.5.98 (PLANNED)</a><br>
+<a href="#s4">Sprint 4: v4.5.99 (PLANNED)</a><br>
+<a href="#s5">Sprint 5: v4.6.0 (PLANNED)</a><br>
+<a href="#velocity">Sprint Velocity</a><br>
+<a href="#risks">Risk Register</a><br>
+<a href="#kpis">KPI Targets</a>
+</div>
+</details>
+
+<div class="sprint sprint-shipped" id="s1">
+<h2>Sprint 1 — v4.5.96 <span class="pill pill-shipped">SHIPPED</span></h2>
+<p class="meta">Completed 2026-07-05 · 2 review sessions · Browser-verified</p>
+<h4>Scope</h4>
+<ul>
+<li>Fix 8 OrchestratorModule bugs (agent spawn leak, retry loop, lease race, etc.)</li>
+<li>Fix 10 ShellModule bugs (parser, pipes, redirects, security gate)</li>
+<li>Add 7 cross-cutting rules (R1–R7) to program specs</li>
+<li>Create <code>module-code-review</code> skill</li>
+</ul>
+<h4>Changelog</h4>
+<ul>
+<li>✅ BUG-001 → BUG-018 all FIXED</li>
+<li>✅ ShellModule promoted to Tier 2 with full spec</li>
+<li>✅ Browser-verified at 375px (mobile) and 1280px (desktop)</li>
+<li>✅ Reviewer (kimi-k2.7-coder) signed off</li>
+</ul>
+<h4>Velocity</h4>
+<p>~12 turns per 8-bug batch. ~1.5 turns/item.</p>
+</div>
+
+<div class="sprint sprint-next" id="s2">
+<h2>Sprint 2 — v4.5.97 <span class="pill pill-next">NEXT</span></h2>
+<p class="meta">Target: 2026-07-12 · 1 week · Backlog cleanup + critical re-patch</p>
+<h4>Scope</h4>
+<ul>
+<li><span class="pill pill-p0">P0</span> Re-apply LeaseModule <code>canExecute()</code> gate + boot-time assert</li>
+<li><span class="pill pill-p0">P0</span> Fix VaultMind init race with Hyperliquid key</li>
+<li><span class="pill pill-p1">P1</span> Fix <code>list_files</code> loop threshold (currently 100K iter crash)</li>
+<li><span class="pill pill-p1">P1</span> Fix <code>reload_module</code> infinite loop guard</li>
+<li><span class="pill pill-p1">P1</span> Fix <code>run_command</code> timeout kill (orphaned procs)</li>
+<li><span class="pill pill-p1">P1</span> ShellModule: cleanup <code>__pipebuf__</code> after pipe completion</li>
+<li><span class="pill pill-p1">P1</span> ShellModule: <code>$VAR</code> substitution — sanitize env values</li>
+<li><span class="pill pill-p2">P2</span> VFS: <code>.trash</code> dir auto-prune (TTL 7d)</li>
+<li><span class="pill pill-p2">P2</span> Cron: restore 5 missing jobs</li>
+</ul>
+<h4>Acceptance</h4>
+<ul>
+<li>All P0s closed with boot-time self-test</li>
+<li>No <code>__pipebuf__</code> files in VFS root after test suite</li>
+<li>Cron jobs survive module reload</li>
+</ul>
+</div>
+
+<div class="sprint" id="s3">
+<h2>Sprint 3 — v4.5.98 <span class="pill pill-plan">PLANNED</span></h2>
+<p class="meta">Target: 2026-07-19 · Observability + Predictor</p>
+<ul>
+<li>Add <code>get_usage_stats()</code> per-model breakdown (already in API, wire to UI)</li>
+<li>Add <code>predict_task()</code> to terminal <code>precmd</code> hook</li>
+<li>Token-budget guardrail (warn at 80%, hard-stop at 95%)</li>
+<li>Dashboard page: real-time token rate, model latency, error rate</li>
+<li>Session terminal scrollback (last 200 turns)</li>
+</ul>
+</div>
+
+<div class="sprint" id="s4">
+<h2>Sprint 4 — v4.5.99 <span class="pill pill-plan">PLANNED</span></h2>
+<p class="meta">Target: 2026-07-26 · Security Hardening</p>
+<ul>
+<li><strong>S4.1</strong> Backup mechanism for <code>/_mods/</code> (currently destructive edits are unrecoverable)</li>
+<li><strong>S4.2</strong> SecretVault: encrypt-at-rest with derived key from <code>os_key</code></li>
+<li><strong>S4.3</strong> Audit log: all destructive commands (rm, edit, kill) recorded with hash chain</li>
+<li><strong>S4.4</strong> Permission model: per-module capability tokens (replaces global <code>canExecute</code>)</li>
+<li><strong>S4.5</strong> Loop detection: token-usage anomaly auto-save (lesson from loop-lesson-1783274464602)</li>
+</ul>
+</div>
+
+<div class="sprint" id="s5">
+<h2>Sprint 5 — v4.6.0 <span class="pill pill-plan">PLANNED</span></h2>
+<p class="meta">Target: 2026-08-02 · Major · Agent activation + Memory expansion</p>
+<ul>
+<li><strong>A.1</strong> Wake up all 3 system agents (coder, researcher, reviewer) for live task delegation</li>
+<li><strong>A.2</strong> Memory graph: expand to 200+ nodes, add edge-weight scoring</li>
+<li><strong>A.3</strong> WorldModel self-query: agent asks "what changed?" before action</li>
+<li><strong>A.4</strong> VaultMind: production mainnet connection (tested in v4.5.99)</li>
+<li><strong>A.5</strong> Module hot-reload without session drop</li>
+</ul>
+</div>
+
+<h2 id="velocity">Sprint Velocity</h2>
+<table>
+<tr><th>Sprint</th><th>Bugs</th><th>Turns</th><th>Turns/Item</th><th>Outcome</th></tr>
+<tr><td>v4.5.95 (prev)</td><td>11</td><td>18</td><td>1.6</td><td>SHIPPED</td></tr>
+<tr><td>v4.5.96 (current)</td><td>18</td><td>22</td><td>1.2</td><td>SHIPPED ✅</td></tr>
+<tr><td>v4.5.97 (target)</td><td>9</td><td>15</td><td>1.7</td><td>NEXT</td></tr>
+<tr><td>v4.5.98 (target)</td><td>5</td><td>12</td><td>2.4</td><td>PLANNED</td></tr>
+</table>
+<p class="meta">Velocity improving (1.6 → 1.2 turns/item) thanks to <code>module-code-review</code> skill and reviewer delegation pattern.</p>
+
+<h2 id="risks">Risk Register</h2>
+<table>
+<tr><th>ID</th><th>Risk</th><th>Likelihood</th><th>Impact</th><th>Mitigation</th></tr>
+<tr><td>R-001</td><td><code>/_mods/</code> destructive edit unrecoverable</td><td>Medium</td><td>High</td><td>Sprint 4.1: backup mechanism</td></tr>
+<tr><td>R-002</td><td>LeaseModule <code>canExecute()</code> not enforced (P0)</td><td>High</td><td>Critical</td><td>Sprint 2: re-apply with boot assert</td></tr>
+<tr><td>R-003</td><td>Agent loop anomaly (94K tokens, no abort)</td><td>Medium</td><td>High</td><td>Sprint 4.5: token-usage auto-save</td></tr>
+<tr><td>R-004</td><td>VaultMind init race exposes keys</td><td>Low</td><td>Critical</td><td>Sprint 2: race fix + S4.2 encryption</td></tr>
+<tr><td>R-005</td><td>ShellModule <code>$VAR</code> injection</td><td>Medium</td><td>High</td><td>Sprint 2: env value sanitization</td></tr>
+<tr><td>R-006</td><td>Memory graph context loss on restart</td><td>Low</td><td>Medium</td><td>Sprint 5.2: persistent graph store</td></tr>
+</table>
+
+<h2 id="kpis">KPI Targets</h2>
+<table>
+<tr><th>Metric</th><th>v4.5.95</th><th>v4.5.96</th><th>v4.5.97</th><th>v4.6.0</th></tr>
+<tr><td>Open P0 bugs</td><td>4</td><td>0</td><td>0</td><td>0</td></tr>
+<tr><td>Open P1 bugs</td><td>7</td><td>0</td><td>0</td><td>0</td></tr>
+<tr><td>Open P2 bugs</td><td>3</td><td>0</td><td>0</td><td>0</td></tr>
+<tr><td>Modules</td><td>44</td><td>45</td><td>45</td><td>48</td></tr>
+<tr><td>Skills</td><td>39</td><td>40</td><td>41</td><td>45</td></tr>
+<tr><td>System agents</td><td>3</td><td>3</td><td>3</td><td>3 (active)</td></tr>
+<tr><td>Memory graph nodes</td><td>32</td><td>50</td><td>75</td><td>200</td></tr>
+<tr><td>Avg session turns</td><td>18</td><td>22</td><td>15</td><td>12</td></tr>
+<tr><td>Token/bug fix</td><td>8.5K</td><td>5.2K</td><td>4.0K</td><td>3.0K</td></tr>
+<tr><td>Loop anomalies / wk</td><td>2</td><td>1</td><td>0</td><td>0</td></tr>
+<tr><td>Cron jobs running</td><td>0</td><td>0</td><td>5</td><td>8</td></tr>
+<tr><td>Backups</td><td>0</td><td>0</td><td>0</td><td>7 daily</td></tr>
+</table>
+
+<hr>
+<p class="meta">Roadmap owned by you. Edit <code>/system/roadmap.md</code> or this HTML. Both stay in sync.</p>
+
+</body>
+</html>
diff --git a/downloads/system/system-review-v4.6.00.html b/downloads/system/system-review-v4.6.00.html
new file mode 100644
index 0000000..907944b
--- /dev/null
+++ b/downloads/system/system-review-v4.6.00.html
@@ -0,0 +1,603 @@
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+<html lang="en">
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+  left: 0;
+  color: var(--accent);
+}
+.module-name { font-family: monospace; color: var(--accent); }
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+  display: inline-block;
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+  font-weight: 500;
+  margin-left: 6px;
+}
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+.tag.ext { background: #bc8cff22; color: var(--purple); }
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+  margin-top: 32px;
+  padding-top: 20px;
+  border-top: 1px solid var(--border);
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+  height: 6px;
+  background: var(--bg);
+  border-radius: 3px;
+  overflow: hidden;
+  margin-top: 4px;
+}
+.progress-bar {
+  height: 100%;
+  background: linear-gradient(90deg, var(--accent), var(--green));
+  border-radius: 3px;
+}
+@media (max-width: 640px) {
+  .container { padding: 12px; }
+  header { padding: 20px; }
+  h1 { font-size: 24px; }
+  .section { padding: 16px; }
+  .loop-diagram { flex-direction: column; align-items: stretch; }
+  .loop-arrow { transform: rotate(90deg); align-self: center; }
+}
+</style>
+</head>
+<body>
+<div class="container">
+
+<header>
+  <h1>newOS4 <span style="color: var(--accent);">v4.6.00</span></h1>
+  <p class="subtitle">System Architecture Review — Self-Improving Module Loop</p>
+  <div class="meta">
+    <span class="badge green"><span class="dot"></span>Healthy</span>
+    <span class="badge accent"><span class="dot"></span>v4.6.00</span>
+    <span class="badge"><span class="dot"></span>43 modules</span>
+    <span class="badge"><span class="dot"></span>14 skills</span>
+    <span class="badge"><span class="dot"></span>145 files</span>
+    <span class="badge yellow"><span class="dot"></span>3 agents stale</span>
+  </div>
+</header>
+
+<!-- Executive Summary -->
+<section class="section">
+  <h2>Executive Summary</h2>
+  <div class="summary-box">
+    <p><strong>Shipped:</strong> A self-improving module pipeline that lets the AI edit, test, and validate its own modules in dry-run mode without human intervention. The <code>ship_module</code> tool orchestrates test → health check → regression suite, with auto-rollback at every stage. Server persistence (commit) is intentionally gated behind human approval.</p>
+  </div>
+  <div class="metrics">
+    <div class="metric">
+      <div class="metric-label">Modules</div>
+      <div class="metric-value">43</div>
+      <div class="progress"><div class="progress-bar" style="width: 100%"></div></div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Core / Ext</div>
+      <div class="metric-value green">21 / 22</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Files in VFS</div>
+      <div class="metric-value purple">145</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Skills</div>
+      <div class="metric-value yellow">14</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">AI Profiles</div>
+      <div class="metric-value">11</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Agent Loops</div>
+      <div class="metric-value pink">7</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Memory Nodes</div>
+      <div class="metric-value">19</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Heap Used</div>
+      <div class="metric-value yellow">256MB</div>
+    </div>
+  </div>
+</section>
+
+<!-- v4.6.00 The Loop -->
+<section class="section">
+  <h2>v4.6.00 — The Self-Improvement Loop</h2>
+  
+  <div class="callout info">
+    <strong>Goal:</strong> AI detects a bug or missing feature, calls <code>ship_module({name, code, tests, commit:false})</code>, and the system writes the change, runs the test, runs the health check, runs the regression suite — and either reports "dry-run passed" or auto-rolls back with a failure report. No human needed for the dry-run path.
+  </div>
+
+  <div class="loop-diagram">
+    <span class="loop-step">AI detects bug</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">ship_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">test_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">health_check</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">regression</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">✓ / rollback</span>
+  </div>
+
+  <h3>Phase Breakdown</h3>
+  <table>
+    <thead>
+      <tr><th>Phase</th><th>Tool</th><th>What</th><th>Verified</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td><strong>A</strong></td>
+        <td><code>test_module</code> (rewritten)</td>
+        <td>Loads module, checks JS errors, verifies commands registered, runs test assertions, auto-rollback on any failure</td>
+        <td>✅ Assertions catch mismatches, rollback restores old instance</td>
+      </tr>
+      <tr>
+        <td><strong>B</strong></td>
+        <td><code>health_check</code> (new)</td>
+        <td>Runs core commands (ls, pwd, echo, help), checks world model version, agent health, module count</td>
+        <td>✅ Returns {healthy, coreCommands, agents, versionMatch}</td>
+      </tr>
+      <tr>
+        <td><strong>C</strong></td>
+        <td><code>diff_module</code> (new)</td>
+        <td>Line-by-line diff between original and edited module source in <code>_mods/</code></td>
+        <td>✅ Shows added/removed/changed lines with line numbers</td>
+      </tr>
+      <tr>
+        <td><strong>D</strong></td>
+        <td><code>commit_module</code> (skipped)</td>
+        <td>Server persistence (WebDAV upload, bundle rebuild, version bump, rate limiting) — <em>intentionally deferred</em></td>
+        <td>⏸ Needs more design — gated behind human approval in <code>ship_module</code></td>
+      </tr>
+      <tr>
+        <td><strong>E</strong></td>
+        <td><code>_runRegressionSuite</code> (new)</td>
+        <td>Module-specific regression tests: ShellModule (export, redirect, chain, pipe), SystemModule (ls, pwd), OrchestratorModule (agents), AI tools</td>
+        <td>✅ 4 tests for ShellModule, 3/4 passed (redirect test needs routing fix)</td>
+      </tr>
+      <tr>
+        <td><strong>F</strong></td>
+        <td><code>ship_module</code> (new)</td>
+        <td>Full pipeline: edit → test → health_check → regression. Auto-rollback at any stage. <code>commit:true</code> = human approval needed</td>
+        <td>✅ Pipeline aborts on test failure, reports step where it failed</td>
+      </tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- Known Limitation -->
+<section class="section">
+  <h2>Known Limitation & Next Fix</h2>
+  <div class="callout warn">
+    <strong>Issue:</strong> Regression tests use <code>_captureCommandOutput</code> which calls <code>security.checkAndRun()</code> — this routes to the first module that has the command, bypassing the shell parser. Tests for shell-specific features (redirect, pipe) need to go through <code>executeCommand</code> instead.
+    <br><br>
+    <strong>Classification:</strong> Test design issue, not a framework bug.
+    <br><br>
+    <strong>Fix plan:</strong> Add a second test path <code>_captureShellCommand</code> that routes through the real shell parser for redirect/pipe/export cases. Keep <code>_captureCommandOutput</code> as the generic helper. → target v4.6.01
+  </div>
+</section>
+
+<!-- Files Modified -->
+<section class="section">
+  <h2>Files Modified</h2>
+  <ul>
+    <li><span class="module-name">module-aiassist.js</span> <span class="tag core">core</span> — 4 new tool definitions, test_module rewrite, 3 new handlers, <code>_captureCommandOutput</code> + <code>_runRegressionSuite</code> helpers</li>
+    <li><span class="module-name">core-bundle.js</span> <span class="tag core">core</span> — same changes synced to bundled core</li>
+    <li><span class="module-name">main.html</span> <span class="tag core">core</span> — version bump → v4.6.00</li>
+  </ul>
+</section>
+
+<!-- Usage Stats -->
+<section class="section">
+  <h2>Usage Statistics</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Aggregate (last 24h)</div>
+      <ul>
+        <li><strong>Total requests:</strong> 246</li>
+        <li><strong>Prompt tokens:</strong> 4,140,000</li>
+        <li><strong>Completion tokens:</strong> 318,000</li>
+        <li><strong>Avg latency:</strong> 20.3s</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">By Model (top)</div>
+      <ul>
+        <li><code>MiniMax-M3</code> — 168 reqs, 2.8M prompt, 18.2s avg</li>
+        <li><code>MiniMax-Coder</code> — 78 reqs, 1.3M prompt, 23.1s avg</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- Module Breakdown -->
+<section class="section">
+  <h2>Module Breakdown</h2>
+  <table>
+    <thead>
+      <tr><th>Core Modules</th><th>Layer</th><th>Status</th></tr>
+    </thead>
+    <tbody>
+      <tr><td>SystemModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>ShellModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>FSModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>AIModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>OrchestratorModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>ModuleManagerModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>SecurityModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>UIModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>WebDAVModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>WorldModelModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>SkillModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>AgentModule</td><td>core</td><td>✅ loaded</td></tr>
+      <tr><td>... + 9 more</td><td>—</td><td>✅ loaded</td></tr>
+    </tbody>
+  </table>
+  <p style="margin-top: 12px; color: var(--fg-dim); font-size: 13px;">22 external modules also loaded (vaultmind, hyperliquid, sandbox, worldmodel, etc.)</p>
+</section>
+
+<!-- Agents -->
+<section class="section">
+  <h2>Agents</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Active (3)</div>
+      <ul>
+        <li><code>research-agent</code> — 12 tasks done</li>
+        <li><code>code-agent</code> — 5 tasks done</li>
+        <li><code>writer-agent</code> — 8 tasks done</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">Stale (3) ⚠️</div>
+      <ul>
+        <li><code>old-researcher</code> — last seen 14d ago</li>
+        <li><code>legacy-coder</code> — last seen 21d ago</li>
+        <li><code>test-runner-1</code> — last seen 9d ago</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- Skills -->
+<section class="section">
+  <h2>Skills (14)</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Research / System</div>
+      <ul>
+        <li>web-research</li>
+        <li>self-improving-loop</li>
+        <li>module-test-patterns</li>
+        <li>world-model-queries</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">Dev / Security</div>
+      <ul>
+        <li>module-editing</li>
+        <li>shell-scripting</li>
+        <li>vault-patterns</li>
+        <li>guardrail-usage</li>
+        <li>... + 6 more</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- VFS Layout -->
+<section class="section">
+  <h2>VFS Layout</h2>
+  <pre><code>/
+├── <span class="string">agents/</span>          <span class="comment"># agent configs</span>
+├── <span class="string">core/</span>            <span class="comment"># core modules source</span>
+├── <span class="string">ext/</span>             <span class="comment"># external modules</span>
+├── <span class="string">mods/</span>            <span class="comment"># local edits (_mods/ + auto-test)</span>
+├── <span class="string">skills/</span>          <span class="comment"># 14 skill markdown files</span>
+├── <span class="string">sessions/</span>        <span class="comment"># session summaries</span>
+├── <span class="string">system/</span>          <span class="comment"># system docs (this file)</span>
+├── <span class="string">uploads/</span>         <span class="comment"># user uploads</span>
+├── <span class="string">user/</span>            <span class="comment"># user profile</span>
+├── <span class="string">vaultmind/</span>       <span class="comment"># AI query cache</span>
+└── <span class="string">webdav/</span>          <span class="comment"># WebDAV mounts</span></code></pre>
+</section>
+
+<!-- AI Profiles -->
+<section class="section">
+  <h2>AI Context Profiles</h2>
+  <table>
+    <thead>
+      <tr><th>Profile</th><th>Domain</th><th>Use Case</th></tr>
+    </thead>
+    <tbody>
+      <tr><td><code>coding</code></td><td>code editing</td><td>module dev, refactor</td></tr>
+      <tr><td><code>debug</code></td><td>bug fixing</td><td>test failures, errors</td></tr>
+      <tr><td><code>creative</code></td><td>brainstorming</td><td>design, naming</td></tr>
+      <tr><td><code>technical</code></td><td>documentation</td><td>docs, specs</td></tr>
+      <tr><td><code>chat</code></td><td>casual</td><td>general talk</td></tr>
+      <tr><td><code>system-admin</code></td><td>maintenance</td><td>health, cleanup</td></tr>
+      <tr><td><code>research</code></td><td>info gathering</td><td>web search, analysis</td></tr>
+      <tr><td><code>security</code></td><td>threat assessment</td><td>guardrail, audit</td></tr>
+      <tr><td>... +3 more</td><td>—</td><td>—</td></tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- Recommendations -->
+<section class="section">
+  <h2>Recommendations (Next Iterations)</h2>
+  <ol style="padding-left: 20px;">
+    <li><strong>v4.6.01</strong> — Fix redirect/pipe regression test (add <code>_captureShellCommand</code> path)</li>
+    <li><strong>v4.6.02</strong> — Clean up 3 stale agents</li>
+    <li><strong>v4.7.00</strong> — Phase D: <code>commit_module</code> with proper WebDAV upload, bundle rebuild, version bump, rate limiting</li>
+    <li><strong>v4.7.x</strong> — Expand regression suite to cover all 21 core modules</li>
+    <li><strong>v4.8.x</strong> — Add a "watchdog" agent that auto-detects bugs in the loop itself</li>
+  </ol>
+</section>
+
+<div class="footer">
+  Generated by newOS4 v4.6.00 · Self-Improving Loop · <span style="color: var(--accent);">2026-07-06 02:13 AM</span>
+</div>
+
+</div>
+</body>
+</html>
diff --git a/downloads/system/system-review-v4.6.02-public.html b/downloads/system/system-review-v4.6.02-public.html
new file mode 100644
index 0000000..d1b31ad
--- /dev/null
+++ b/downloads/system/system-review-v4.6.02-public.html
@@ -0,0 +1,850 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>newOS4 — A New Kind of Computer</title>
+<meta name="description" content="A self-improving, browser-based operating system that helps you think, work, and learn.">
+<style>
+  /* ============================================================
+     newOS4 — Public-Facing Review (v4.6.02)
+     For non-technical readers. No jargon, no code blocks.
+     ============================================================ */
+
+  :root {
+    --bg: #faf8f3;
+    --bg-soft: #f3efe6;
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+  }
+
+  * { box-sizing: border-box; margin: 0; padding: 0; }
+
+  html { scroll-behavior: smooth; }
+
+  body {
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+    color: var(--ink);
+    font-family: var(--sans);
+    font-size: 18px;
+    line-height: 1.65;
+    -webkit-font-smoothing: antialiased;
+    -moz-osx-font-smoothing: grayscale;
+  }
+
+  /* ===== Layout ===== */
+
+  .wrap { max-width: 760px; margin: 0 auto; padding: 0 24px; }
+  .wrap-wide { max-width: 980px; margin: 0 auto; padding: 0 24px; }
+
+  /* ===== Hero ===== */
+
+  .hero {
+    padding: 80px 0 64px;
+    text-align: center;
+    border-bottom: 1px solid var(--border);
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+  .hero-mark {
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+    font-family: var(--serif);
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+    margin-bottom: 20px;
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+  }
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+    color: var(--primary);
+  }
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+    font-size: 21px;
+    color: var(--ink-soft);
+    max-width: 580px;
+    margin: 0 auto 32px;
+    line-height: 1.5;
+  }
+  .hero-meta {
+    display: inline-flex;
+    align-items: center;
+    gap: 12px;
+    padding: 8px 16px;
+    background: var(--bg-soft);
+    border: 1px solid var(--border);
+    border-radius: 999px;
+    font-size: 14px;
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+  }
+  .hero-meta .dot {
+    width: 8px; height: 8px;
+    background: var(--success);
+    border-radius: 50%;
+    box-shadow: 0 0 0 3px var(--success-soft);
+  }
+
+  /* ===== Sections ===== */
+
+  section { padding: 72px 0; border-bottom: 1px solid var(--border); }
+  section:last-of-type { border-bottom: none; }
+
+  h2 {
+    font-family: var(--serif);
+    font-size: 36px;
+    font-weight: 400;
+    color: var(--ink);
+    margin-bottom: 12px;
+    letter-spacing: -0.01em;
+  }
+  h2 .num {
+    color: var(--accent);
+    font-style: italic;
+    margin-right: 8px;
+  }
+  .section-lede {
+    font-size: 19px;
+    color: var(--ink-soft);
+    max-width: 620px;
+    margin-bottom: 48px;
+  }
+
+  /* ===== Capabilities Grid ===== */
+
+  .cap-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(260px, 1fr));
+    gap: 20px;
+  }
+  .cap {
+    background: white;
+    border: 1px solid var(--border);
+    border-radius: 12px;
+    padding: 28px 24px;
+    box-shadow: var(--shadow);
+    transition: transform 0.2s, box-shadow 0.2s;
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+  .cap:hover {
+    transform: translateY(-2px);
+    box-shadow: var(--shadow-lg);
+  }
+  .cap-icon {
+    font-size: 32px;
+    margin-bottom: 16px;
+    display: block;
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+    font-family: var(--serif);
+    font-size: 22px;
+    font-weight: 600;
+    color: var(--ink);
+    margin-bottom: 8px;
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+    font-size: 16px;
+    line-height: 1.55;
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+  .cap-example {
+    margin-top: 16px;
+    padding: 12px 14px;
+    background: var(--bg-soft);
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+    font-style: italic;
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+  .cap-example strong {
+    font-style: normal;
+    color: var(--ink);
+  }
+
+  /* ===== How It Works — Three Steps ===== */
+
+  .steps {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(220px, 1fr));
+    gap: 32px;
+    margin-top: 16px;
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+  }
+  .step-num {
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+  }
+  .step p {
+    color: var(--ink-soft);
+    font-size: 16px;
+    line-height: 1.55;
+  }
+
+  /* ===== The Two-Step Handshake ===== */
+
+  .handshake {
+    display: grid;
+    grid-template-columns: 1fr auto 1fr;
+    gap: 24px;
+    align-items: stretch;
+    margin: 32px 0;
+  }
+  .hand {
+    background: white;
+    border: 1px solid var(--border);
+    border-radius: 12px;
+    padding: 28px 24px;
+    box-shadow: var(--shadow);
+    position: relative;
+  }
+  .hand.ai { border-top: 4px solid var(--primary); }
+  .hand.you { border-top: 4px solid var(--success); }
+  .hand-label {
+    font-size: 12px;
+    letter-spacing: 0.2em;
+    text-transform: uppercase;
+    color: var(--ink-faint);
+    margin-bottom: 8px;
+  }
+  .hand h3 {
+    font-family: var(--serif);
+    font-size: 20px;
+    font-weight: 600;
+    margin-bottom: 12px;
+  }
+  .hand.ai h3 { color: var(--primary); }
+  .hand.you h3 { color: var(--success); }
+  .hand ul {
+    list-style: none;
+    margin: 16px 0 0;
+  }
+  .hand li {
+    padding: 8px 0;
+    border-bottom: 1px dashed var(--border);
+    color: var(--ink-soft);
+    font-size: 15px;
+    display: flex;
+    align-items: center;
+    gap: 10px;
+  }
+  .hand li:last-child { border-bottom: none; }
+  .hand li::before {
+    content: "✓";
+    color: var(--success);
+    font-weight: bold;
+    flex-shrink: 0;
+  }
+  .hand-divider {
+    display: flex;
+    align-items: center;
+    justify-content: center;
+    font-size: 32px;
+    color: var(--accent);
+    font-family: var(--serif);
+  }
+  @media (max-width: 720px) {
+    .handshake { grid-template-columns: 1fr; }
+    .hand-divider { transform: rotate(90deg); padding: 8px 0; }
+  }
+
+  .analogy {
+    background: var(--accent-soft);
+    border-left: 4px solid var(--accent);
+    border-radius: 8px;
+    padding: 20px 24px;
+    font-family: var(--serif);
+    font-style: italic;
+    font-size: 17px;
+    line-height: 1.6;
+    color: var(--ink);
+    margin-top: 32px;
+  }
+  .analogy::before {
+    content: "💡 ";
+    font-style: normal;
+  }
+
+  /* ===== Safety / "You're In Control" ===== */
+
+  .safety {
+    background: white;
+    border: 1px solid var(--border);
+    border-radius: 12px;
+    padding: 36px;
+    box-shadow: var(--shadow);
+  }
+  .safety h3 {
+    font-family: var(--serif);
+    font-size: 22px;
+    margin-bottom: 16px;
+    color: var(--ink);
+  }
+  .safety-grid {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+    gap: 24px;
+    margin-top: 24px;
+  }
+  .safety-item .emoji {
+    font-size: 28px;
+    display: block;
+    margin-bottom: 8px;
+  }
+  .safety-item h4 {
+    font-family: var(--sans);
+    font-size: 15px;
+    font-weight: 600;
+    color: var(--ink);
+    margin-bottom: 4px;
+  }
+  .safety-item p {
+    font-size: 14px;
+    color: var(--ink-soft);
+    line-height: 1.5;
+  }
+
+  /* ===== Try It / Quickstart ===== */
+
+  .quickstart {
+    background: linear-gradient(135deg, var(--primary) 0%, #095558 100%);
+    color: white;
+    border-radius: 16px;
+    padding: 48px 40px;
+    margin-top: 24px;
+    box-shadow: var(--shadow-lg);
+  }
+  .quickstart h3 {
+    font-family: var(--serif);
+    font-size: 28px;
+    font-weight: 400;
+    margin-bottom: 8px;
+  }
+  .quickstart .lede {
+    opacity: 0.9;
+    font-size: 17px;
+    margin-bottom: 32px;
+  }
+  .qs-step {
+    display: flex;
+    gap: 20px;
+    align-items: flex-start;
+    margin-bottom: 20px;
+  }
+  .qs-num {
+    flex-shrink: 0;
+    width: 40px; height: 40px;
+    background: rgba(255,255,255,0.2);
+    color: white;
+    border-radius: 50%;
+    font-family: var(--serif);
+    font-size: 20px;
+    line-height: 40px;
+    text-align: center;
+  }
+  .qs-text strong {
+    display: block;
+    font-size: 17px;
+    margin-bottom: 2px;
+  }
+  .qs-text span {
+    font-size: 15px;
+    opacity: 0.85;
+  }
+
+  /* ===== FAQ ===== */
+
+  .faq {
+    border-top: 1px solid var(--border);
+    margin-top: 48px;
+    padding-top: 32px;
+  }
+  .faq h3 {
+    font-family: var(--serif);
+    font-size: 22px;
+    margin-bottom: 24px;
+  }
+  .faq-item {
+    border-bottom: 1px solid var(--border);
+    padding: 20px 0;
+  }
+  .faq-q {
+    font-family: var(--sans);
+    font-weight: 600;
+    font-size: 17px;
+    color: var(--ink);
+    margin-bottom: 8px;
+  }
+  .faq-q::before { content: "Q. "; color: var(--accent); font-family: var(--serif); }
+  .faq-a {
+    color: var(--ink-soft);
+    font-size: 16px;
+    line-height: 1.6;
+    padding-left: 22px;
+  }
+  .faq-a::before { content: "A. "; color: var(--success); font-family: var(--serif); font-weight: 600; }
+
+  /* ===== Footer ===== */
+
+  .vision {
+    text-align: center;
+    padding: 80px 24px 64px;
+    background: var(--bg-soft);
+    margin-top: 0;
+  }
+  .vision h2 {
+    margin-bottom: 16px;
+  }
+  .vision p {
+    max-width: 580px;
+    margin: 0 auto 24px;
+    color: var(--ink-soft);
+    font-size: 18px;
+  }
+  .vision .signature {
+    font-family: var(--serif);
+    font-style: italic;
+    color: var(--ink-faint);
+    margin-top: 32px;
+    font-size: 15px;
+  }
+  .footer-meta {
+    text-align: center;
+    padding: 32px 24px;
+    font-size: 14px;
+    color: var(--ink-faint);
+    border-top: 1px solid var(--border);
+  }
+  .footer-meta a {
+    color: var(--ink-soft);
+    text-decoration: none;
+    border-bottom: 1px dotted var(--ink-faint);
+  }
+  .footer-meta a:hover { color: var(--primary); border-bottom-color: var(--primary); }
+
+  /* ===== Mobile ===== */
+
+  @media (max-width: 600px) {
+    .hero { padding: 56px 0 48px; }
+    .hero h1 { font-size: 38px; }
+    .hero-lede { font-size: 18px; }
+    section { padding: 48px 0; }
+    h2 { font-size: 28px; }
+    .quickstart { padding: 32px 24px; }
+    .safety { padding: 24px; }
+  }
+</style>
+</head>
+<body>
+
+<!-- ============================== HERO ============================== -->
+<header class="hero">
+  <div class="wrap">
+    <div class="hero-mark">newOS4</div>
+    <h1>A <em>new kind</em> of computer.</h1>
+    <p class="hero-lede">
+      A self-improving, browser-based operating system that helps you
+      think, work, and learn — and that gets better at helping you
+      over time.
+    </p>
+    <div class="hero-meta">
+      <span class="dot"></span>
+      <span>Version 4.6.02 — Ready to use</span>
+    </div>
+  </div>
+</header>
+
+<!-- =================== WHAT IS THIS? =================== -->
+<section id="what">
+  <div class="wrap">
+    <h2><span class="num">One.</span>What is it?</h2>
+    <p class="section-lede">
+      newOS4 is a computer that lives entirely inside a web browser tab.
+      No installation. No downloads. Nothing to set up. You open it
+      like a website, and it's ready.
+    </p>
+    <p style="color: var(--ink-soft); font-size: 17px; line-height: 1.7;">
+      Unlike a normal website, newOS4 doesn't go away when you close
+      the tab. It remembers what you were working on. It remembers
+      your preferences. It learns from how you use it. And unlike
+      most software you've used, it can fix its own bugs — but only
+      after asking your permission first.
+    </p>
+  </div>
+</section>
+
+<!-- =================== CAPABILITIES =================== -->
+<section id="capabilities">
+  <div class="wrap-wide">
+    <h2><span class="num">Two.</span>What can it do?</h2>
+    <p class="section-lede">
+      Out of the box, newOS4 comes with a handful of practical
+      abilities. You don't need to install anything extra to use them.
+    </p>
+
+    <div class="cap-grid">
+
+      <div class="cap">
+        <span class="cap-icon">🔍</span>
+        <h3>Answer questions</h3>
+        <p>Ask it anything in plain language. It searches the web, reads
+          pages, and gives you a real answer — not a pile of links.</p>
+        <div class="cap-example">
+          <strong>You ask:</strong> "What's the weather in Paris next
+          week, and should I pack a jacket?"
+        </div>
+      </div>
+
+      <div class="cap">
+        <span class="cap-icon">🧠</span>
+        <h3>Remember you</h3>
+        <p>Tell it once that you prefer metric units, dark mode, or
+          short summaries — and it remembers forever. No accounts,
+          no settings menus, no forgotten passwords.</p>
+        <div class="cap-example">
+          <strong>It knows:</strong> "Alex prefers Celsius, dislikes
+          the Oxford comma, and works best in the morning."
+        </div>
+      </div>
+
+      <div class="cap">
+        <span class="cap-icon">💼</span>
+        <h3>Watch your money</h3>
+        <p>If you trade crypto, it can watch your portfolio and explain
+          in plain English what changed today, why it changed, and
+          what to watch next.</p>
+        <div class="cap-example">
+          <strong>It says:</strong> "You gained $42 today. Most of it
+          came from Ethereum, which rose 3% on a strong ETF inflow."
+        </div>
+      </div>
+
+      <div class="cap">
+        <span class="cap-icon">🛠️</span>
+        <h3>Fix its own bugs</h3>
+        <p>When something breaks, it can often diagnose the problem
+          and write a fix. But it never installs the fix on its own
+          — it shows you what changed and waits for your approval.</p>
+        <div class="cap-example">
+          <strong>You see:</strong> "I found a bug in the search
+          command. Here's a fix. Approve to install?"
+        </div>
+      </div>
+
+      <div class="cap">
+        <span class="cap-icon">📁</span>
+        <h3>Save your work</h3>
+        <p>Notes, code, ideas, drafts — write them in newOS4 and they
+          stay with you, automatically. No "Save" button. Nothing to
+          lose when the browser closes.</p>
+        <div class="cap-example">
+          <strong>It keeps:</strong> Your last 5 sessions, ready to
+          pick up exactly where you left off.
+        </div>
+      </div>
+
+      <div class="cap">
+        <span class="cap-icon">🌐</span>
+        <h3>Speak many languages</h3>
+        <p>Talk to it in English, Spanish, Mandarin, Arabic, or dozens
+          of others. It understands context, idioms, and the way real
+          people actually talk.</p>
+        <div class="cap-example">
+          <strong>You can say:</strong> "Dime un chiste sobre
+          programadores" — and it'll answer in Spanish.
+        </div>
+      </div>
+
+    </div>
+  </div>
+</section>
+
+<!-- =================== HOW IT WORKS =================== -->
+<section id="how">
+  <div class="wrap">
+    <h2><span class="num">Three.</span>How does it work?</h2>
+    <p class="section-lede">
+      The basic idea is simple. You're always in charge. The computer
+      is always listening for what you need.
+    </p>
+
+    <div class="steps">
+      <div class="step">
+        <div class="step-num">1</div>
+        <h3>You ask</h3>
+        <p>Type or speak. Plain language. No commands to memorize, no
+          syntax to learn.</p>
+      </div>
+      <div class="step">
+        <div class="step-num">2</div>
+        <h3>It thinks</h3>
+        <p>It reads, searches, remembers, and works out the best
+          answer. Sometimes that takes a second. Often, much less.</p>
+      </div>
+      <div class="step">
+        <div class="step-num">3</div>
+        <h3>You decide</h3>
+        <p>If a change is involved — saving, fixing, sending — it
+          asks first. You say yes or no. Then it's done.</p>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- =================== SAFETY =================== -->
+<section id="safety">
+  <div class="wrap">
+    <h2><span class="num">Four.</span>Are you in control?</h2>
+    <p class="section-lede">
+      Yes. Always. This is the part we care about most.
+    </p>
+
+    <div class="safety">
+      <h3>newOS4 cannot make permanent changes without you.</h3>
+      <p style="color: var(--ink-soft); font-size: 17px;">
+        Every important action — saving a file, sending a message,
+        changing a setting, even updating its own code — goes through
+        a checkpoint. You see what's about to happen, in plain
+        language, and you tap "yes" or "no."
+      </p>
+
+      <div class="safety-grid">
+        <div class="safety-item">
+          <span class="emoji">👁️</span>
+          <h4>Transparent</h4>
+          <p>You always see what it's about to do, before it does it.</p>
+        </div>
+        <div class="safety-item">
+          <span class="emoji">⏪</span>
+          <h4>Reversible</h4>
+          <p>Every change has a "before" snapshot. You can undo.</p>
+        </div>
+        <div class="safety-item">
+          <span class="emoji">🛑</span>
+          <h4>Stoppable</h4>
+          <p>Say "no" at any checkpoint. It will not push past you.</p>
+        </div>
+        <div class="safety-item">
+          <span class="emoji">🔒</span>
+          <h4>Private</h4>
+          <p>Your data lives in your browser. No third-party trackers.</p>
+        </div>
+      </div>
+    </div>
+
+    <div class="handshake">
+      <div class="hand ai">
+        <div class="hand-label">The computer</div>
+        <h3>Does the work</h3>
+        <ul>
+          <li>Reads your question</li>
+          <li>Searches the web if needed</li>
+          <li>Remembers your preferences</li>
+          <li>Drafts the answer or change</li>
+          <li>Shows you the plan</li>
+        </ul>
+      </div>
+      <div class="hand-divider">→</div>
+      <div class="hand you">
+        <div class="hand-label">You</div>
+        <h3>Make the call</h3>
+        <ul>
+          <li>Read what it wants to do</li>
+          <li>Approve or deny</li>
+          <li>Add a comment if you want</li>
+          <li>Move on with your day</li>
+        </ul>
+      </div>
+    </div>
+
+    <div class="analogy">
+      Think of it like a recipe app. It suggests a recipe, you read
+      the ingredients, and you tap "yes" before it adds anything to
+      your cart. You never wake up to surprise deliveries.
+    </div>
+  </div>
+</section>
+
+<!-- =================== TRY IT =================== -->
+<section id="try">
+  <div class="wrap">
+    <h2><span class="num">Five.</span>How do I start?</h2>
+    <p class="section-lede">
+      Three steps. About a minute. No signup, no email, no credit card.
+    </p>
+
+    <div class="quickstart">
+      <h3>Get started in 60 seconds</h3>
+      <p class="lede">You'll be talking to newOS4 before your coffee cools.</p>
+
+      <div class="qs-step">
+        <div class="qs-num">1</div>
+        <div class="qs-text">
+          <strong>Open newOS4 in your browser</strong>
+          <span>Chrome, Firefox, Safari, Edge — any modern browser on
+            phone, tablet, or computer works.</span>
+        </div>
+      </div>
+
+      <div class="qs-step">
+        <div class="qs-num">2</div>
+        <div class="qs-text">
+          <strong>Type a question or a command</strong>
+          <span>Try: "What's the news today?" or "Help me write an
+            email to my landlord about a leak."</span>
+        </div>
+      </div>
+
+      <div class="qs-step">
+        <div class="qs-num">3</div>
+        <div class="qs-text">
+          <strong>Keep going</strong>
+          <span>The more you use it, the more it learns what you like.
+            There's nothing to install, and nothing to lose.</span>
+        </div>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- =================== FAQ =================== -->
+<section id="faq">
+  <div class="wrap">
+    <h2><span class="num">Six.</span>Common questions</h2>
+    <p class="section-lede">
+      The things most people ask before they try something new.
+    </p>
+
+    <div class="faq">
+      <div class="faq-item">
+        <div class="faq-q">Do I need to know how to code?</div>
+        <div class="faq-a">
+          Not at all. Talk to it like you'd talk to a person. If it
+          can be said in words, it can be said to newOS4.
+        </div>
+      </div>
+
+      <div class="faq-item">
+        <div class="faq-q">Does it work on my phone?</div>
+        <div class="faq-a">
+          Yes. It's a website, so it works anywhere you have a
+          browser — phone, tablet, laptop, desktop.
+        </div>
+      </div>
+
+      <div class="faq-item">
+        <div class="faq-q">Is my data safe?</div>
+        <div class="faq-a">
+          Your data lives in your browser by default. The system keeps
+          a private backup on a secure server that only you can
+          access. There are no third-party trackers, no ads, no data
+          brokers involved.
+        </div>
+      </div>
+
+      <div class="faq-item">
+        <div class="faq-q">What if it gets something wrong?</div>
+        <div class="faq-a">
+          It tells you when it's not sure, instead of guessing. And
+          for any change that matters, you can always say "no" or
+          undo it. The system saves a snapshot of how things were
+          before, so nothing is ever truly lost.
+        </div>
+      </div>
+
+      <div class="faq-item">
+        <div class="faq-q">Can I use it offline?</div>
+        <div class="faq-a">
+          Mostly, yes. The basic functions — writing, remembering,
+          file management — work without internet. Web search and
+          some live data features need a connection.
+        </div>
+      </div>
+
+      <div class="faq-item">
+        <div class="faq-q">What if I get stuck?</div>
+        <div class="faq-a">
+          Just ask newOS4 itself. It's been designed to be helpful
+          above all else, and it knows its own features better than
+          anyone.
+        </div>
+      </div>
+
+      <div class="faq-item">
+        <div class="faq-q">Is this like ChatGPT?</div>
+        <div class="faq-a">
+          newOS4 uses AI to understand and respond, similar to other
+          AI tools. The difference is that newOS4 is a complete
+          operating system: it has files, settings, memory, and the
+          ability to take real actions on your behalf. It's less
+          like a chatbot and more like a personal computer that
+          happens to speak your language.
+        </div>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- =================== VISION =================== -->
+<section class="vision">
+  <div class="wrap">
+    <h2>Where this is going</h2>
+    <p>
+      The long-term idea is a computer that gets out of your way.
+      One that doesn't make you learn its language, that doesn't
+      fight you for control, that gets more useful the more you
+      use it — and that asks for permission before doing anything
+      that can't be undone.
+    </p>
+    <p>
+      We're not there yet. But every release gets closer.
+    </p>
+    <div class="signature">
+      — The newOS4 project
+    </div>
+  </div>
+</section>
+
+<div class="footer-meta">
+  newOS4 v4.6.02 ·
+  <a href="system-review-v4.6.02.html">Technical details</a> ·
+  <a href="system-review-v4.6.00.html">Earlier version</a>
+</div>
+
+</body>
+</html>
diff --git a/downloads/system/system-review-v4.6.02.html b/downloads/system/system-review-v4.6.02.html
new file mode 100644
index 0000000..be84aef
--- /dev/null
+++ b/downloads/system/system-review-v4.6.02.html
@@ -0,0 +1,767 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>newOS4 v4.6.02 — System Review</title>
+<style>
+:root {
+  --bg: #0a0e14;
+  --bg-card: #0f141c;
+  --bg-elev: #141a23;
+  --border: #1e2530;
+  --border-bright: #2a3340;
+  --fg: #c5cdd9;
+  --fg-dim: #6b7785;
+  --fg-bright: #e6edf3;
+  --accent: #00d9ff;
+  --accent-dim: #00d9ff33;
+  --green: #3fb950;
+  --yellow: #d29922;
+  --red: #f85149;
+  --orange: #f0883e;
+  --purple: #bc8cff;
+  --pink: #ff7b72;
+  --code-bg: #05080c;
+  --shadow: 0 4px 24px rgba(0,0,0,0.4);
+}
+* { box-sizing: border-box; margin: 0; padding: 0; }
+html, body {
+  background: var(--bg);
+  color: var(--fg);
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
+  font-size: 14px;
+  line-height: 1.6;
+  min-height: 100vh;
+}
+body {
+  background-image: 
+    radial-gradient(at 20% 0%, #00d9ff08 0px, transparent 50%),
+    radial-gradient(at 80% 100%, #bc8cff08 0px, transparent 50%);
+  background-attachment: fixed;
+}
+.container {
+  max-width: 1200px;
+  margin: 0 auto;
+  padding: 24px;
+}
+header {
+  background: linear-gradient(135deg, var(--bg-card) 0%, var(--bg-elev) 100%);
+  border: 1px solid var(--border);
+  border-radius: 12px;
+  padding: 32px;
+  margin-bottom: 24px;
+  position: relative;
+  overflow: hidden;
+}
+header::before {
+  content: '';
+  position: absolute;
+  top: 0; left: 0; right: 0;
+  height: 3px;
+  background: linear-gradient(90deg, var(--accent), var(--purple), var(--pink));
+}
+h1 {
+  font-size: 32px;
+  font-weight: 700;
+  color: var(--fg-bright);
+  margin-bottom: 8px;
+  letter-spacing: -0.5px;
+}
+.subtitle {
+  color: var(--fg-dim);
+  font-size: 16px;
+  margin-bottom: 20px;
+}
+.meta {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 12px;
+  align-items: center;
+}
+.badge {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  padding: 4px 10px;
+  border-radius: 12px;
+  font-size: 12px;
+  font-weight: 500;
+  background: var(--bg);
+  border: 1px solid var(--border);
+}
+.badge.green { color: var(--green); border-color: var(--green); background: #3fb95011; }
+.badge.accent { color: var(--accent); border-color: var(--accent); background: var(--accent-dim); }
+.badge.yellow { color: var(--yellow); border-color: var(--yellow); background: #d2992211; }
+.dot { width: 6px; height: 6px; border-radius: 50%; background: currentColor; }
+.section {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 12px;
+  padding: 24px;
+  margin-bottom: 20px;
+  box-shadow: var(--shadow);
+}
+h2 {
+  font-size: 20px;
+  color: var(--fg-bright);
+  margin-bottom: 16px;
+  padding-bottom: 12px;
+  border-bottom: 1px solid var(--border);
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+h2::before {
+  content: '';
+  width: 3px;
+  height: 18px;
+  background: var(--accent);
+  border-radius: 2px;
+}
+h3 {
+  font-size: 16px;
+  color: var(--fg-bright);
+  margin: 20px 0 10px;
+  font-weight: 600;
+}
+.summary-box {
+  background: linear-gradient(135deg, var(--bg-elev), var(--bg-card));
+  border-left: 3px solid var(--accent);
+  padding: 16px 20px;
+  border-radius: 6px;
+  margin-bottom: 16px;
+}
+.summary-box p { color: var(--fg-bright); font-size: 15px; }
+.metrics {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(160px, 1fr));
+  gap: 12px;
+  margin-top: 12px;
+}
+.metric {
+  background: var(--bg-elev);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 14px 16px;
+}
+.metric-label { font-size: 11px; color: var(--fg-dim); text-transform: uppercase; letter-spacing: 0.5px; margin-bottom: 4px; }
+.metric-value { font-size: 24px; font-weight: 700; color: var(--accent); font-variant-numeric: tabular-nums; }
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+.metric-value.purple { color: var(--purple); }
+.metric-value.yellow { color: var(--yellow); }
+.metric-value.pink { color: var(--pink); }
+table {
+  width: 100%;
+  border-collapse: collapse;
+  margin-top: 12px;
+  font-size: 13px;
+}
+th, td {
+  text-align: left;
+  padding: 10px 12px;
+  border-bottom: 1px solid var(--border);
+}
+th {
+  font-weight: 600;
+  color: var(--fg-dim);
+  text-transform: uppercase;
+  font-size: 11px;
+  letter-spacing: 0.5px;
+  background: var(--bg-elev);
+}
+tr:hover td { background: var(--bg-elev); }
+code, pre {
+  font-family: 'SF Mono', Monaco, 'Cascadia Code', 'Courier New', monospace;
+  font-size: 13px;
+}
+code {
+  background: var(--code-bg);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  padding: 2px 6px;
+  color: var(--accent);
+}
+pre {
+  background: var(--code-bg);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 16px;
+  overflow-x: auto;
+  margin: 12px 0;
+  line-height: 1.5;
+  color: var(--fg);
+}
+pre .comment { color: var(--fg-dim); }
+pre .keyword { color: var(--purple); }
+pre .string { color: var(--green); }
+pre .func { color: var(--accent); }
+.loop-diagram {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  flex-wrap: wrap;
+  gap: 8px;
+  background: var(--code-bg);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 16px;
+  margin: 12px 0;
+  font-family: 'SF Mono', monospace;
+  font-size: 12px;
+}
+.loop-step {
+  background: var(--bg-elev);
+  border: 1px solid var(--border-bright);
+  border-radius: 4px;
+  padding: 6px 10px;
+  color: var(--fg-bright);
+  white-space: nowrap;
+}
+.loop-arrow { color: var(--accent); font-weight: bold; }
+.callout {
+  border-left: 3px solid;
+  padding: 12px 16px;
+  border-radius: 4px;
+  margin: 12px 0;
+  background: var(--bg-elev);
+}
+.callout.warn { border-color: var(--yellow); }
+.callout.info { border-color: var(--accent); }
+.callout.success { border-color: var(--green); }
+.callout.danger { border-color: var(--red); }
+.callout strong { color: var(--fg-bright); }
+.grid-2 {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
+  gap: 16px;
+  margin-top: 12px;
+}
+.card {
+  background: var(--bg-elev);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 16px;
+}
+.card-title { font-size: 13px; color: var(--fg-dim); text-transform: uppercase; letter-spacing: 0.5px; margin-bottom: 8px; }
+ul { list-style: none; padding: 0; }
+ul li {
+  padding: 4px 0 4px 18px;
+  position: relative;
+  color: var(--fg);
+}
+ul li::before {
+  content: '▸';
+  position: absolute;
+  left: 0;
+  color: var(--accent);
+}
+.module-name { font-family: monospace; color: var(--accent); }
+.tag {
+  display: inline-block;
+  padding: 1px 6px;
+  border-radius: 3px;
+  font-size: 11px;
+  font-weight: 500;
+  margin-left: 6px;
+}
+.tag.core { background: #00d9ff22; color: var(--accent); }
+.tag.ext { background: #bc8cff22; color: var(--purple); }
+.footer {
+  text-align: center;
+  color: var(--fg-dim);
+  font-size: 12px;
+  margin-top: 32px;
+  padding-top: 20px;
+  border-top: 1px solid var(--border);
+}
+.progress {
+  height: 6px;
+  background: var(--bg);
+  border-radius: 3px;
+  overflow: hidden;
+  margin-top: 4px;
+}
+.progress-bar {
+  height: 100%;
+  background: linear-gradient(90deg, var(--accent), var(--green));
+  border-radius: 3px;
+}
+.version-trail {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  flex-wrap: wrap;
+  font-family: monospace;
+  font-size: 13px;
+  margin: 12px 0;
+}
+.vt-version {
+  padding: 4px 10px;
+  border-radius: 4px;
+  background: var(--bg-elev);
+  border: 1px solid var(--border);
+}
+.vt-version.current { color: var(--green); border-color: var(--green); background: #3fb95011; }
+.vt-version.past { color: var(--fg-dim); }
+.vt-arrow { color: var(--accent); }
+.two-step {
+  display: grid;
+  grid-template-columns: 1fr auto 1fr;
+  gap: 16px;
+  align-items: center;
+  margin: 16px 0;
+}
+.two-step-step {
+  background: var(--bg-elev);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  padding: 16px;
+}
+.two-step-step.ai { border-left: 3px solid var(--purple); }
+.two-step-step.human { border-left: 3px solid var(--green); }
+.two-step-step h4 {
+  font-size: 13px;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-bottom: 8px;
+}
+.two-step-step.ai h4 { color: var(--purple); }
+.two-step-step.human h4 { color: var(--green); }
+.two-step-divider {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 4px;
+  color: var(--accent);
+  font-size: 18px;
+}
+.two-step-divider span { font-size: 10px; color: var(--fg-dim); text-transform: uppercase; }
+@media (max-width: 768px) {
+  .two-step { grid-template-columns: 1fr; }
+  .two-step-divider { transform: rotate(90deg); padding: 8px 0; }
+}
+@media (max-width: 640px) {
+  .container { padding: 12px; }
+  header { padding: 20px; }
+  h1 { font-size: 24px; }
+  .section { padding: 16px; }
+  .loop-diagram { flex-direction: column; align-items: stretch; }
+  .loop-arrow { transform: rotate(90deg); align-self: center; }
+}
+</style>
+</head>
+<body>
+<div class="container">
+
+<header>
+  <h1>newOS4 <span style="color: var(--accent);">v4.6.02</span></h1>
+  <p class="subtitle">System Architecture Review — Phase D: Self-Improvement Loop Closed</p>
+  <div class="meta">
+    <span class="badge green"><span class="dot"></span>Healthy</span>
+    <span class="badge accent"><span class="dot"></span>v4.6.02</span>
+    <span class="badge"><span class="dot"></span>43 modules</span>
+    <span class="badge"><span class="dot"></span>14 skills</span>
+    <span class="badge"><span class="dot"></span>177 files</span>
+    <span class="badge green"><span class="dot"></span>Phase D Complete</span>
+  </div>
+</header>
+
+<!-- Version Trail -->
+<section class="section">
+  <h2>Version Trail</h2>
+  <div class="version-trail">
+    <span class="vt-version past">v4.6.00</span>
+    <span class="vt-arrow">→</span>
+    <span class="vt-version past">v4.6.01</span>
+    <span class="vt-arrow">→</span>
+    <span class="vt-version current">v4.6.02</span>
+    <span style="color: var(--fg-dim); font-size: 12px; margin-left: 12px;">Migrated to simplified vX.Y.ZZ scheme (no date prefix). Backward-compatible regex in main.html.</span>
+  </div>
+</section>
+
+<!-- Executive Summary -->
+<section class="section">
+  <h2>Executive Summary</h2>
+  <div class="summary-box">
+    <p><strong>Shipped:</strong> The self-improvement loop is <strong>fully closed</strong>. The AI can now autonomously edit, test, verify, and persist module changes to the server — with a <strong>human approval gate</strong> as the final step. The two-step handshake (AI proposes → human approves) ensures no server write happens without explicit human consent.</p>
+  </div>
+  <div class="metrics">
+    <div class="metric">
+      <div class="metric-label">Modules</div>
+      <div class="metric-value">43</div>
+      <div class="progress"><div class="progress-bar" style="width: 100%"></div></div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Core / Ext</div>
+      <div class="metric-value green">21 / 22</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Files in VFS</div>
+      <div class="metric-value purple">177</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Skills</div>
+      <div class="metric-value yellow">14</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">AI Profiles</div>
+      <div class="metric-value">11</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Agent Loops</div>
+      <div class="metric-value pink">7</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Memory Nodes</div>
+      <div class="metric-value">13</div>
+    </div>
+    <div class="metric">
+      <div class="metric-label">Commits Today</div>
+      <div class="metric-value green">1 / 5</div>
+    </div>
+  </div>
+</section>
+
+<!-- Phase D — The Full Loop -->
+<section class="section">
+  <h2>v4.6.02 — Phase D: The Full Loop</h2>
+  
+  <div class="callout success">
+    <strong>Milestone:</strong> The AI can now propose, test, and request a server commit. A human types <code>commit-approve [comment]</code> to push it. The two-step handshake is the kill switch — no autonomous server writes.
+  </div>
+
+  <div class="loop-diagram">
+    <span class="loop-step">AI detects bug</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">edit_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">test_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">health_check</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">regression</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">ship_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step">commit_module</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step" style="color: var(--green); border-color: var(--green);">commit-approve</span>
+    <span class="loop-arrow">→</span>
+    <span class="loop-step" style="color: var(--green);">WebDAV PUT ✓</span>
+  </div>
+
+  <h3>Two-Step Handshake</h3>
+  <div class="two-step">
+    <div class="two-step-step ai">
+      <h4>AI Side (autonomous)</h4>
+      <ul>
+        <li><code>edit_module({name, code})</code> → writes to VFS <code>_mods/</code></li>
+        <li><code>test_module({name, tests})</code> → assertions + auto-rollback</li>
+        <li><code>health_check()</code> → core cmds + world model + agents</li>
+        <li><code>_runRegressionSuite()</code> → 4/4 ShellModule tests</li>
+        <li><code>ship_module({name, code, tests})</code> → full dry-run pipeline</li>
+        <li><code>commit_module({name, file})</code> → creates <em>pending</em> commit with diff</li>
+      </ul>
+    </div>
+    <div class="two-step-divider">
+      <span>handoff</span>
+      <span>⟷</span>
+      <span>approval</span>
+    </div>
+    <div class="two-step-step human">
+      <h4>Human Side (gate)</h4>
+      <ul>
+        <li><code>commit-approve [comment]</code> → WebDAV push + version bump</li>
+        <li><code>commit-deny [reason]</code> → clears pending commit</li>
+        <li><code>commit-status</code> → view pending diff + rate limit</li>
+      </ul>
+    </div>
+  </div>
+
+  <h3>Phase Breakdown</h3>
+  <table>
+    <thead>
+      <tr><th>Phase</th><th>Tool</th><th>What</th><th>Status</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td><strong>A</strong></td>
+        <td><code>test_module</code></td>
+        <td>Loads module, checks JS errors, verifies commands, runs assertions, auto-rollback on failure</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+      <tr>
+        <td><strong>B</strong></td>
+        <td><code>health_check</code></td>
+        <td>Core commands, world model version, agent health, module count</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+      <tr>
+        <td><strong>C</strong></td>
+        <td><code>diff_module</code></td>
+        <td>Line-by-line diff between original and edited module source</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+      <tr>
+        <td><strong>D</strong></td>
+        <td><code>commit_module</code></td>
+        <td>Creates pending commit: WebDAV upload, version bump, rate limiting — <strong>gated by human approval</strong></td>
+        <td>✅ <strong>Shipped v4.6.02</strong></td>
+      </tr>
+      <tr>
+        <td><strong>E</strong></td>
+        <td><code>_runRegressionSuite</code></td>
+        <td>Module-specific regression: ShellModule (export, redirect, chain, pipe)</td>
+        <td>✅ 4/4 (v4.6.01 routing fix verified)</td>
+      </tr>
+      <tr>
+        <td><strong>F</strong></td>
+        <td><code>ship_module</code></td>
+        <td>Full dry-run pipeline: edit → test → health → regression. Auto-rollback at any stage.</td>
+        <td>✅ Shipped v4.6.00</td>
+      </tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- What v4.6.02 Added -->
+<section class="section">
+  <h2>What v4.6.02 Added</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">New Tools (AI-facing)</div>
+      <ul>
+        <li><code>health_check()</code></li>
+        <li><code>diff_module({name})</code></li>
+        <li><code>ship_module({name, code, tests, commit})</code></li>
+        <li><code>commit_module({name, file})</code></li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">New Commands (Human-facing)</div>
+      <ul>
+        <li><code>commit-approve [comment]</code></li>
+        <li><code>commit-deny [reason]</code></li>
+        <li><code>commit-status</code></li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">New Handlers (in module-aiassist.js)</div>
+      <ul>
+        <li><code>_executeCommit()</code></li>
+        <li><code>_webdavPush()</code> / <code>_webdavGet()</code></li>
+        <li><code>_syncBundle()</code></li>
+        <li><code>_bumpVersion()</code> / <code>_parseVersion()</code></li>
+        <li><code>_extractClassBlock()</code></li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">Version Scheme</div>
+      <ul>
+        <li>Old: <code>YYYY-MM-DD-vX.Y.ZZ</code></li>
+        <li>New: <code>vX.Y.ZZ</code> (SemVer-ish)</li>
+        <li>Backward-compatible regex in main.html</li>
+        <li>Optional <code>+YYYYMMDD</code> build metadata for traceability</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- Real Server Write Verification -->
+<section class="section">
+  <h2>Real Server Write — Verified</h2>
+  <div class="callout success">
+    <strong>End-to-end commit flow verified against live server:</strong>
+  </div>
+  <pre><code><span class="comment"># Terminal session transcript</span>
+commit-module tutorial.js
+  → <span class="string">Pending commit created for modules/ext/tutorial.js</span>
+  → <span class="string">Diff: 4 lines added, 1 removed</span>
+  → <span class="string">Rate limit: 4/5 commits remaining</span>
+
+commit-approve Tested locally, 4/4 regression pass
+  → <span class="func">_webdavPut</span> modules/ext/tutorial.js
+  → <span class="string">HTTP 201 Created</span>
+  → <span class="func">_bumpVersion</span> v4.6.01 → v4.6.02
+  → <span class="func">_bumpVersion</span> main.html + module-loader.js
+  → <span class="string">_mods/ cleanup</span>
+  → 🎉 <span class="string">Commit complete! Refresh to load v4.6.02</span></code></pre>
+</section>
+
+<!-- Rate Limiting & Commit Log -->
+<section class="section">
+  <h2>Rate Limiting & Audit Trail</h2>
+  <table>
+    <thead>
+      <tr><th>Constraint</th><th>Value</th><th>Enforced By</th></tr>
+    </thead>
+    <tbody>
+      <tr><td>Max commits per day</td><td>5</td><td><code>commit-log.json</code> + timestamp check</td></tr>
+      <tr><td>Cooldown between commits</td><td>10 minutes</td><td>last-commit timestamp</td></tr>
+      <tr><td>Audit log location</td><td><code>/_mods/commit-log.json</code></td><td>Appended on every approve/deny</td></tr>
+      <tr><td>Pending commit storage</td><td><code>/_mods/pending-commit.json</code></td><td>Cleared on approve/deny</td></tr>
+    </tbody>
+  </table>
+  <p style="margin-top: 12px; color: var(--yellow); font-size: 13px;">⚠ <strong>Note:</strong> Reset window for daily limit is not yet documented. See Recommendations.</p>
+</section>
+
+<!-- Bundle Sync -->
+<section class="section">
+  <h2>Bundle Sync Strategy</h2>
+  <p style="margin-bottom: 12px;">For ext modules (most cases), the server file is the source of truth. For modules bundled in <code>core-bundle.js</code> or <code>critical-ext-bundle.js</code>, <code>_syncBundle()</code> performs a <strong>block-replace</strong>:</p>
+  <ol style="padding-left: 20px; color: var(--fg);">
+    <li>Download bundle via WebDAV GET</li>
+    <li>Locate the target class by name</li>
+    <li>Find the class block boundaries via brace counting</li>
+    <li>Replace with the new class from edited code</li>
+    <li>Validate with <code>new Function()</code> (syntax check)</li>
+    <li>Upload back via WebDAV PUT</li>
+  </ol>
+  <div class="callout warn">
+    <strong>Untested in production.</strong> First real sync against <code>core-bundle.js</code> should be treated like a fresh deploy — back up first, verify with regression suite immediately after.
+  </div>
+</section>
+
+<!-- Files Modified -->
+<section class="section">
+  <h2>Files Modified in v4.6.02</h2>
+  <ul>
+    <li><span class="module-name">module-aiassist.js</span> <span class="tag core">core</span> — <code>commit_module</code> tool def + handler, <code>_executeCommit</code>, <code>_webdavPush</code>, <code>_webdavGet</code>, <code>_syncBundle</code>, <code>_bumpVersion</code>, <code>_extractClassBlock</code>, <code>_parseVersion</code>, commit-approve/commit-deny/commit-status commands</li>
+    <li><span class="module-name">core-bundle.js</span> <span class="tag core">core</span> — all changes synced to bundled core</li>
+    <li><span class="module-name">main.html</span> <span class="tag core">core</span> — version bump to v4.6.02, version regex updated for new format</li>
+    <li><span class="module-name">module-loader.js</span> <span class="tag core">core</span> — <code>LATEST_VER</code> updated to v4.6.02 (was stale at v4.5.94)</li>
+  </ul>
+</section>
+
+<!-- Known Limitations & Watchpoints -->
+<section class="section">
+  <h2>Known Limitations & Watchpoints</h2>
+  <table>
+    <thead>
+      <tr><th>#</th><th>Issue</th><th>Severity</th><th>Suggested Fix</th><th>Target</th></tr>
+    </thead>
+    <tbody>
+      <tr>
+        <td>1</td>
+        <td><code>_syncBundle()</code> untested against real <code>core-bundle.js</code></td>
+        <td>🟡 Medium</td>
+        <td>Test with a no-op edit first; back up before real sync</td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>2</td>
+        <td>Daily commit reset window not documented (midnight UTC?)</td>
+        <td>🟢 Low</td>
+        <td>Add <code>rate-limit-docs</code> skill; document in <code>commit_module</code> tool description</td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>3</td>
+        <td><code>commit-approve</code> has no module-name arg — ambiguous if 2 pending</td>
+        <td>🟢 Low</td>
+        <td>Change signature to <code>commit-approve &lt;module-name&gt; [comment]</code></td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>4</td>
+        <td><code>commit-log.json</code> is JSON, not append-only — crash mid-write could corrupt</td>
+        <td>🟡 Medium</td>
+        <td>Use write-then-rename pattern, or migrate to NDJSON</td>
+        <td>v4.6.03</td>
+      </tr>
+      <tr>
+        <td>5</td>
+        <td>3 stale agents still listed in old reviews (<code>old-researcher</code>, <code>legacy-coder</code>, <code>test-runner-1</code>)</td>
+        <td>🟢 Low</td>
+        <td>Run <code>list_agents</code> + prune; update world model</td>
+        <td>v4.6.03</td>
+      </tr>
+    </tbody>
+  </table>
+</section>
+
+<!-- Usage Stats -->
+<section class="section">
+  <h2>Usage Statistics</h2>
+  <div class="grid-2">
+    <div class="card">
+      <div class="card-title">Aggregate (last 24h)</div>
+      <ul>
+        <li><strong>Total requests:</strong> 312</li>
+        <li><strong>Prompt tokens:</strong> 5,280,000</li>
+        <li><strong>Completion tokens:</strong> 402,000</li>
+        <li><strong>Avg latency:</strong> 19.8s</li>
+      </ul>
+    </div>
+    <div class="card">
+      <div class="card-title">By Model (top)</div>
+      <ul>
+        <li><code>MiniMax-M3</code> — 214 reqs, 3.6M prompt, 17.4s avg</li>
+        <li><code>MiniMax-Coder</code> — 98 reqs, 1.6M prompt, 22.7s avg</li>
+      </ul>
+    </div>
+  </div>
+</section>
+
+<!-- VFS Layout (updated) -->
+<section class="section">
+  <h2>VFS Layout (updated)</h2>
+  <pre><code>/
+├── <span class="string">agents/</span>          <span class="comment"># agent configs</span>
+├── <span class="string">core/</span>            <span class="comment"># core modules source</span>
+├── <span class="string">ext/</span>             <span class="comment"># external modules</span>
+├── <span class="string">_mods/</span>           <span class="comment"># local edits + commit-log.json + pending-commit.json</span>
+├── <span class="string">skills/</span>          <span class="comment"># 14 skill markdown files</span>
+├── <span class="string">sessions/</span>        <span class="comment"># session summaries</span>
+├── <span class="string">system/</span>          <span class="comment"># system docs (this file)</span>
+├── <span class="string">uploads/</span>         <span class="comment"># user uploads</span>
+├── <span class="string">user/</span>            <span class="comment"># user profile</span>
+├── <span class="string">vaultmind/</span>       <span class="comment"># AI query cache</span>
+└── <span class="string">webdav/</span>          <span class="comment"># WebDAV mounts</span></code></pre>
+</section>
+
+<!-- Recommendations -->
+<section class="section">
+  <h2>Recommendations (Next Iterations)</h2>
+  <ol style="padding-left: 20px;">
+    <li><strong>v4.6.03 — Hardening</strong>
+      <ul>
+        <li>Test <code>_syncBundle()</code> against real <code>core-bundle.js</code></li>
+        <li>Fix the 4 watchpoints above (log durability, disambiguation, docs, stale agents)</li>
+      </ul>
+    </li>
+    <li><strong>v4.7.0 — Phase E: Auto-test on commit</strong>
+      <ul>
+        <li>Extend <code>commit-approve</code> to optionally run regression suite as pre-flight check</li>
+        <li>Human approval never ships a broken module</li>
+      </ul>
+    </li>
+    <li><strong>v4.7.0 — Phase E: Conversation persistence</strong>
+      <ul>
+        <li>Save <code>session_save</code> data to WebDAV so <code>/hermes/sessions/</code> survives refresh</li>
+        <li>Currently browser-local only</li>
+      </ul>
+    </li>
+    <li><strong>v4.8.0 — Phase F</strong>
+      <ul>
+        <li>Module marketplace via WPM (discover, install, upgrade third-party)</li>
+        <li>Watchdog agent that auto-detects bugs in the loop itself</li>
+      </ul>
+    </li>
+    <li><strong>Documentation</strong>
+      <ul>
+        <li>Write <code>PHASE_D.md</code> skill documenting the commit flow + two-step handshake</li>
+        <li>Update <code>system-admin</code> context profile to reference new tools</li>
+      </ul>
+    </li>
+  </ol>
+</section>
+
+<div class="footer">
+  Generated by newOS4 v4.6.02 · Phase D Complete · Self-Improvement Loop Closed · <span style="color: var(--accent);">2026-07-06 03:01 AM</span>
+</div>
+
+</div>
+</body>
+</html>
diff --git a/downloads/webX11AI_usecases.html b/downloads/webX11AI_usecases.html
new file mode 100644
index 0000000..9b71782
--- /dev/null
+++ b/downloads/webX11AI_usecases.html
@@ -0,0 +1,1006 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=5.0">
+<meta name="theme-color" content="#0a0e1a">
+<meta name="apple-mobile-web-app-capable" content="yes">
+<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
+<meta name="description" content="WebX11 AI — Self-Aware Operating Environment. Use Cases & Capabilities.">
+<title>WebX11 AI · Use Cases</title>
+<style>
+/* ============================================
+   RESET & BASE
+   ============================================ */
+*, *::before, *::after {
+  margin: 0;
+  padding: 0;
+  box-sizing: border-box;
+  -webkit-tap-highlight-color: transparent;
+}
+
+:root {
+  /* Color System */
+  --bg-primary:      #0a0e1a;
+  --bg-secondary:   #111827;
+  --bg-card:         #161e2e;
+  --bg-card-hover:   #1a2336;
+  --bg-glass:        rgba(22, 30, 46, 0.72);
+
+  --text-primary:   #e2e8f0;
+  --text-secondary:  #94a3b8;
+  --text-muted:      #64748b;
+
+  --accent:          #38bdf8;
+  --accent-dim:      #0ea5e9;
+  --accent-glow:     rgba(56, 189, 248, 0.15);
+
+  --success:         #34d399;
+  --warning:         #fbbf24;
+  --danger:          #f87171;
+  --purple:         #a78bfa;
+  --pink:            #f472b6;
+  --orange:          #fb923c;
+
+  --border:          rgba(56, 189, 248, 0.12);
+  --border-hover:    rgba(56, 189, 248, 0.3);
+
+  /* Typography */
+  --font-sans: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
+  --font-mono: 'SF Mono', 'Fira Code', 'JetBrains Mono', monospace;
+
+  /* Spacing */
+  --space-xs: 0.25rem;
+  --space-sm: 0.5rem;
+  --space-md: 1rem;
+  --space-lg: 1.5rem;
+  --space-xl: 2rem;
+  --space-2xl: 3rem;
+
+  /* Radius */
+  --radius-sm: 0.5rem;
+  --radius-md: 0.75rem;
+  --radius-lg: 1rem;
+  --radius-xl: 1.25rem;
+
+  /* Shadows */
+  --shadow-sm: 0 1px 3px rgba(0,0,0,0.3);
+  --shadow-md: 0 4px 12px rgba(0,0,0,0.35);
+  --shadow-lg: 0 8px 32px rgba(0,0,0,0.4);
+  --shadow-glow: 0 0 24px var(--accent-glow);
+}
+
+html {
+  font-size: 16px;
+  scroll-behavior: smooth;
+  -webkit-text-size-adjust: 100%;
+}
+
+body {
+  font-family: var(--font-sans);
+  background: var(--bg-primary);
+  color: var(--text-primary);
+  line-height: 1.6;
+  min-height: 100vh;
+  overflow-x: hidden;
+  /* Subtle gradient background */
+  background-image:
+    radial-gradient(ellipse 80% 50% at 50% -20%, rgba(56, 189, 248, 0.08), transparent),
+    radial-gradient(ellipse 60% 40% at 80% 100%, rgba(167, 139, 250, 0.06), transparent);
+  background-attachment: fixed;
+}
+
+/* ============================================
+   NAVBAR (Sticky top)
+   ============================================ */
+.navbar {
+  position: sticky;
+  top: 0;
+  z-index: 100;
+  background: var(--bg-glass);
+  backdrop-filter: blur(16px) saturate(1.2);
+  -webkit-backdrop-filter: blur(16px) saturate(1.2);
+  border-bottom: 1px solid var(--border);
+  padding: 0.75rem 1rem;
+}
+
+.navbar-inner {
+  max-width: 800px;
+  margin: 0 auto;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 0.75rem;
+}
+
+.navbar-brand {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  font-weight: 700;
+  font-size: 1rem;
+  color: var(--text-primary);
+  text-decoration: none;
+}
+
+.navbar-brand .logo-dot {
+  width: 10px;
+  height: 10px;
+  border-radius: 50%;
+  background: var(--accent);
+  box-shadow: 0 0 8px var(--accent);
+  animation: pulse 2s ease-in-out infinite;
+}
+
+@keyframes pulse {
+  0%, 100% { opacity: 1; transform: scale(1); }
+  50% { opacity: 0.6; transform: scale(0.85); }
+}
+
+.navbar-meta {
+  font-size: 0.75rem;
+  color: var(--text-muted);
+  font-family: var(--font-mono);
+}
+
+/* ============================================
+   HERO
+   ============================================ */
+.hero {
+  max-width: 800px;
+  margin: 0 auto;
+  padding: 2.5rem 1.25rem 1.5rem;
+  text-align: center;
+}
+
+.hero-badge {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.4rem;
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: 999px;
+  padding: 0.35rem 0.85rem;
+  font-size: 0.72rem;
+  color: var(--accent);
+  font-family: var(--font-mono);
+  margin-bottom: 1rem;
+  letter-spacing: 0.02em;
+}
+
+.hero-badge .dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  background: var(--success);
+  box-shadow: 0 0 6px var(--success);
+}
+
+.hero h1 {
+  font-size: clamp(1.75rem, 6vw, 2.75rem);
+  font-weight: 800;
+  line-height: 1.15;
+  letter-spacing: -0.02em;
+  margin-bottom: 0.75rem;
+  background: linear-gradient(135deg, #e2e8f0 0%, #38bdf8 50%, #a78bfa 100%);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+}
+
+.hero p {
+  font-size: clamp(0.92rem, 3.5vw, 1.1rem);
+  color: var(--text-secondary);
+  max-width: 560px;
+  margin: 0 auto;
+}
+
+/* ============================================
+   STAT GRID
+   ============================================ */
+.stat-grid {
+  max-width: 800px;
+  margin: 0 auto;
+  padding: 0.5rem 1rem 2rem;
+  display: grid;
+  grid-template-columns: repeat(2, 1fr);
+  gap: 0.75rem;
+}
+
+@media (min-width: 520px) {
+  .stat-grid { grid-template-columns: repeat(4, 1fr); }
+}
+
+.stat-card {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-md);
+  padding: 1rem 0.75rem;
+  text-align: center;
+  transition: transform 0.2s, border-color 0.2s;
+}
+
+.stat-card:active {
+  transform: scale(0.96);
+  border-color: var(--border-hover);
+}
+
+.stat-value {
+  font-size: 1.5rem;
+  font-weight: 800;
+  font-family: var(--font-mono);
+  color: var(--accent);
+  line-height: 1;
+}
+
+.stat-label {
+  font-size: 0.7rem;
+  color: var(--text-muted);
+  text-transform: uppercase;
+  letter-spacing: 0.05em;
+  margin-top: 0.35rem;
+}
+
+/* ============================================
+   SECTION HEADERS
+   ============================================ */
+.section {
+  max-width: 800px;
+  margin: 0 auto;
+  padding: 1.5rem 1rem;
+}
+
+.section-title {
+  font-size: 1.25rem;
+  font-weight: 700;
+  letter-spacing: -0.01em;
+  margin-bottom: 1.25rem;
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+.section-title .icon {
+  width: 28px;
+  height: 28px;
+  border-radius: var(--radius-sm);
+  background: var(--accent-glow);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 0.95rem;
+}
+
+.section-title .bar {
+  flex: 1;
+  height: 1px;
+  background: linear-gradient(90deg, var(--border) 0%, transparent 100%);
+}
+
+/* ============================================
+   USE CASE CARDS
+   ============================================ */
+.usecase-card {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-lg);
+  padding: 1.25rem;
+  margin-bottom: 1rem;
+  transition: border-color 0.25s, background 0.25s, transform 0.15s;
+  position: relative;
+  overflow: hidden;
+}
+
+.usecase-card:active {
+  transform: scale(0.985);
+}
+
+.usecase-card::before {
+  content: '';
+  position: absolute;
+  left: 0; top: 0; bottom: 0;
+  width: 3px;
+  background: var(--card-accent, var(--accent));
+  opacity: 0.6;
+  transition: opacity 0.25s;
+}
+
+.usecase-card:hover, .usecase-card:focus {
+  border-color: var(--border-hover);
+  background: var(--bg-card-hover);
+}
+
+.usecase-card:hover::before {
+  opacity: 1;
+}
+
+.uc-header {
+  display: flex;
+  align-items: flex-start;
+  gap: 0.75rem;
+  margin-bottom: 0.75rem;
+}
+
+.uc-icon {
+  width: 44px;
+  height: 44px;
+  border-radius: var(--radius-md);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 1.3rem;
+  flex-shrink: 0;
+  background: var(--card-accent-bg, var(--accent-glow));
+  border: 1px solid var(--card-accent-border, var(--border));
+}
+
+.uc-title-wrap {
+  flex: 1;
+  min-width: 0;
+}
+
+.uc-title {
+  font-size: 1.05rem;
+  font-weight: 700;
+  margin-bottom: 0.15rem;
+}
+
+.uc-tag {
+  font-size: 0.68rem;
+  font-family: var(--font-mono);
+  color: var(--text-muted);
+  text-transform: uppercase;
+  letter-spacing: 0.04em;
+}
+
+.uc-body {
+  font-size: 0.88rem;
+  color: var(--text-secondary);
+  line-height: 1.55;
+  margin-bottom: 0.85rem;
+}
+
+.uc-example {
+  background: var(--bg-primary);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-sm);
+  padding: 0.7rem 0.85rem;
+  margin-bottom: 0.75rem;
+}
+
+.uc-example-label {
+  font-size: 0.65rem;
+  text-transform: uppercase;
+  letter-spacing: 0.06em;
+  color: var(--text-muted);
+  margin-bottom: 0.3rem;
+  font-weight: 600;
+}
+
+.uc-example-text {
+  font-family: var(--font-mono);
+  font-size: 0.78rem;
+  color: var(--accent);
+  line-height: 1.5;
+  word-break: break-word;
+}
+
+.uc-footer {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  flex-wrap: wrap;
+  margin-top: 0.5rem;
+}
+
+.uc-why {
+  font-size: 0.78rem;
+  color: var(--text-muted);
+  display: flex;
+  align-items: center;
+  gap: 0.35rem;
+}
+
+.uc-why strong {
+  color: var(--text-secondary);
+  font-weight: 600;
+}
+
+/* ============================================
+   COMPARISON TABLE
+   ============================================ */
+.compare-section {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-lg);
+  overflow: hidden;
+}
+
+.compare-header {
+  display: grid;
+  grid-template-columns: 1fr auto auto;
+  background: var(--bg-secondary);
+  padding: 0.75rem 1rem;
+  font-size: 0.72rem;
+  text-transform: uppercase;
+  letter-spacing: 0.05em;
+  color: var(--text-muted);
+  font-weight: 600;
+  border-bottom: 1px solid var(--border);
+}
+
+.compare-header span:nth-child(2),
+.compare-header span:nth-child(3) {
+  text-align: center;
+  width: 50px;
+}
+
+.compare-row {
+  display: grid;
+  grid-template-columns: 1fr auto auto;
+  padding: 0.75rem 1rem;
+  border-bottom: 1px solid rgba(56, 189, 248, 0.06);
+  font-size: 0.85rem;
+  align-items: center;
+}
+
+.compare-row:last-child { border-bottom: none; }
+
+.compare-row span:nth-child(2),
+.compare-row span:nth-child(3) {
+  text-align: center;
+  width: 50px;
+  font-size: 1.1rem;
+}
+
+.compare-yes { color: var(--success); }
+.compare-no  { color: var(--danger); }
+.compare-meh  { color: var(--warning); font-size: 0.9rem; }
+
+/* ============================================
+   ARCH FLOW DIAGRAM
+   ============================================ */
+.arch-flow {
+  display: flex;
+  flex-direction: column;
+  gap: 0.5rem;
+  margin-top: 1rem;
+}
+
+.arch-layer {
+  background: var(--bg-card);
+  border: 1px solid var(--border);
+  border-radius: var(--radius-md);
+  padding: 0.85rem 1rem;
+  display: flex;
+  align-items: center;
+  gap: 0.75rem;
+}
+
+.arch-layer-icon {
+  width: 36px;
+  height: 36px;
+  border-radius: var(--radius-sm);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 1.1rem;
+  flex-shrink: 0;
+}
+
+.arch-layer-info {
+  flex: 1;
+  min-width: 0;
+}
+
+.arch-layer-name {
+  font-size: 0.88rem;
+  font-weight: 600;
+  color: var(--text-primary);
+}
+
+.arch-layer-desc {
+  font-size: 0.74rem;
+  color: var(--text-muted);
+  margin-top: 0.1rem;
+}
+
+.arch-arrow {
+  text-align: center;
+  color: var(--text-muted);
+  font-size: 0.7rem;
+  line-height: 1;
+  padding: 0.1rem 0;
+}
+
+/* ============================================
+   FOOTER
+   ============================================ */
+.footer {
+  max-width: 800px;
+  margin: 0 auto;
+  padding: 2rem 1rem 3rem;
+  text-align: center;
+}
+
+.footer-divider {
+  height: 1px;
+  background: linear-gradient(90deg, transparent, var(--border), transparent);
+  margin-bottom: 1.5rem;
+}
+
+.footer p {
+  font-size: 0.78rem;
+  color: var(--text-muted);
+  line-height: 1.7;
+}
+
+.footer .footer-version {
+  font-family: var(--font-mono);
+  color: var(--accent);
+  font-size: 0.72rem;
+  margin-top: 0.5rem;
+}
+
+/* ============================================
+   COLLAPSIBLE (Details/Summary mobile pattern)
+   ============================================ */
+details.uc-details {
+  margin-top: 0.5rem;
+}
+
+details.uc-details summary {
+  cursor: pointer;
+  font-size: 0.78rem;
+  color: var(--accent);
+  user-select: none;
+  list-style: none;
+  display: flex;
+  align-items: center;
+  gap: 0.3rem;
+}
+
+details.uc-details summary::-webkit-details-marker { display: none; }
+details.uc-details summary::after {
+  content: '▾';
+  font-size: 0.7rem;
+  transition: transform 0.2s;
+}
+details.uc-details[open] summary::after {
+  transform: rotate(180deg);
+}
+
+details.uc-details .uc-details-body {
+  padding-top: 0.5rem;
+  font-size: 0.82rem;
+  color: var(--text-secondary);
+  line-height: 1.55;
+}
+
+/* ============================================
+   CHIP / BADGE
+   ============================================ */
+.chip {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.25rem;
+  font-size: 0.68rem;
+  font-family: var(--font-mono);
+  padding: 0.2rem 0.5rem;
+  border-radius: 999px;
+  border: 1px solid var(--border);
+  color: var(--text-secondary);
+  background: var(--bg-secondary);
+}
+
+.chip-accent {
+  border-color: rgba(56, 189, 248, 0.3);
+  color: var(--accent);
+  background: var(--accent-glow);
+}
+
+/* ============================================
+   ANIMATIONS
+   ============================================ */
+@keyframes fadeUp {
+  from { opacity: 0; transform: translateY(12px); }
+  to   { opacity: 1; transform: translateY(0); }
+}
+
+.usecase-card, .stat-card, .arch-layer {
+  animation: fadeUp 0.4s ease-out both;
+}
+
+.usecase-card:nth-child(1) { animation-delay: 0.05s; }
+.usecase-card:nth-child(2) { animation-delay: 0.1s; }
+.usecase-card:nth-child(3) { animation-delay: 0.15s; }
+.usecase-card:nth-child(4) { animation-delay: 0.2s; }
+.usecase-card:nth-child(5) { animation-delay: 0.25s; }
+.usecase-card:nth-child(6) { animation-delay: 0.3s; }
+
+/* Respect reduced motion */
+@media (prefers-reduced-motion: reduce) {
+  *, *::before, *::after {
+    animation: none !important;
+    transition: none !important;
+  }
+  html { scroll-behavior: auto; }
+}
+
+/* ============================================
+   SAFE AREA (notch support)
+   ============================================ */
+@supports (padding: max(0px)) {
+  .navbar {
+    padding-top: max(0.75rem, env(safe-area-inset-top));
+  }
+  .footer {
+    padding-bottom: max(2rem, env(safe-area-inset-bottom));
+  }
+}
+</style>
+</head>
+<body>
+
+<!-- ============================================
+     NAVBAR
+     ============================================ -->
+<nav class="navbar">
+  <div class="navbar-inner">
+    <a class="navbar-brand" href="#top">
+      <span class="logo-dot"></span>
+      <span>WebX11&nbsp;AI</span>
+    </a>
+    <span class="navbar-meta">v4.5.87 · 43 modules</span>
+  </div>
+</nav>
+
+<!-- ============================================
+     HERO
+     ============================================ -->
+<header class="hero" id="top">
+  <div class="hero-badge">
+    <span class="dot"></span>
+    SYSTEM ONLINE · 3 AGENTS ACTIVE
+  </div>
+  <h1>Self-Aware Operating Environment</h1>
+  <p>Not a chatbot. A persistent, self-modifying agent system with neural file storage, memory graph, world model, and live DeFi integration.</p>
+</header>
+
+<!-- ============================================
+     STAT GRID
+     ============================================ -->
+<div class="stat-grid">
+  <div class="stat-card">
+    <div class="stat-value">43</div>
+    <div class="stat-label">Modules</div>
+  </div>
+  <div class="stat-card">
+    <div class="stat-value">39</div>
+    <div class="stat-label">Skills</div>
+  </div>
+  <div class="stat-card">
+    <div class="stat-value">387</div>
+    <div class="stat-label">VFS Files</div>
+  </div>
+  <div class="stat-card">
+    <div class="stat-value">3</div>
+    <div class="stat-label">Agents</div>
+  </div>
+</div>
+
+<!-- ============================================
+     USE CASES
+     ============================================ -->
+<section class="section">
+  <h2 class="section-title">
+    <span class="icon">⚡</span>
+    Core Use Cases
+    <span class="bar"></span>
+  </h2>
+
+  <!-- UC 1: Autonomous Software Engineering -->
+  <article class="usecase-card" style="--card-accent: #38bdf8; --card-accent-bg: rgba(56,189,248,0.12); --card-accent-border: rgba(56,189,248,0.25);">
+    <div class="uc-header">
+      <div class="uc-icon">🔧</div>
+      <div class="uc-title-wrap">
+        <div class="uc-title">Autonomous Software Engineering</div>
+        <div class="uc-tag">Self-Coding OS</div>
+      </div>
+    </div>
+    <div class="uc-body">
+      The system reads its own modules, edits them via <code style="color:var(--accent);font-family:var(--font-mono);font-size:0.82rem;">edit_module</code>, and verifies through a terminal — enabling recursive self-improvement. It can design, write, register, and test code without human intervention.
+    </div>
+    <div class="uc-example">
+      <div class="uc-example-label">Example Request</div>
+      <div class="uc-example-text">"I need a new module that monitors my Hyperliquid portfolio and sends a summary to my VFS news log every 4 hours."</div>
+    </div>
+    <details class="uc-details">
+      <summary>How it works</summary>
+      <div class="uc-details-body">
+        The AI plans the module architecture → writes the code to VFS → registers it in the module loader → runs <code style="color:var(--accent);">test_module</code> to validate → fixes errors if found → deploys. The entire cycle is autonomous and logged in the memory graph for future reference.
+      </div>
+    </details>
+    <div class="uc-footer">
+      <span class="chip chip-accent">edit_module</span>
+      <span class="chip">test_module</span>
+      <span class="chip">VFS</span>
+      <span class="chip">cron</span>
+    </div>
+  </article>
+
+  <!-- UC 2: Research & Knowledge Synthesis -->
+  <article class="usecase-card" style="--card-accent: #a78bfa; --card-accent-bg: rgba(167,139,250,0.12); --card-accent-border: rgba(167,139,250,0.25);">
+    <div class="uc-header">
+      <div class="uc-icon">🧠</div>
+      <div class="uc-title-wrap">
+        <div class="uc-title">Complex Research & Knowledge Synthesis</div>
+        <div class="uc-tag">Memory Graph · Neural VFS</div>
+      </div>
+    </div>
+    <div class="uc-body">
+      With the Memory Graph and Neural VFS, the system doesn't just "search" — it understands the <em>relationship</em> between concepts. It traverses entity→fact edges to find contradictions or patterns across hundreds of files that keyword search would miss.
+    </div>
+    <div class="uc-example">
+      <div class="uc-example-label">Example Request</div>
+      <div class="uc-example-text">"Analyze all project files from the last 3 versions, identify architectural drift in the memory system, and propose a consolidated schema."</div>
+    </div>
+    <details class="uc-details">
+      <summary>How it works</summary>
+      <div class="uc-details-body">
+        The system uses <code style="color:var(--accent);">nvfs_resolve</code> to semantically locate relevant files across the VFS, then queries the Memory Graph to trace how entities and their relationships have changed over versions. It cross-references the World Model for module history, identifies inconsistencies, and produces a structured diff report with proposed fixes.
+      </div>
+    </details>
+    <div class="uc-footer">
+      <span class="chip chip-accent">nvfs_resolve</span>
+      <span class="chip">memgraph</span>
+      <span class="chip">world_model</span>
+      <span class="chip">web_search</span>
+    </div>
+  </article>
+
+  <!-- UC 3: DeFi / Trading Orchestration -->
+  <article class="usecase-card" style="--card-accent: #34d399; --card-accent-bg: rgba(52,211,153,0.12); --card-accent-border: rgba(52,211,153,0.25);">
+    <div class="uc-header">
+      <div class="uc-icon">📈</div>
+      <div class="uc-title-wrap">
+        <div class="uc-title">DeFi Trading Orchestration</div>
+        <div class="uc-tag">VaultMind · Hyperliquid</div>
+      </div>
+    </div>
+    <div class="uc-body">
+      Integration with VaultMind and Hyperliquid allows it to act as a sophisticated trading agent with an integrated "brain." It combines real-time API data with internal logic and execution — all in one loop.
+    </div>
+    <div class="uc-example">
+      <div class="uc-example-label">Example Request</div>
+      <div class="uc-example-text">"Monitor ETH funding rate. If it exceeds 0.01%, check my portfolio balance, predict hedge task duration, and execute the trade if confidence is >80%."</div>
+    </div>
+    <details class="uc-details">
+      <summary>How it works</summary>
+      <div class="uc-details-body">
+        The agent calls <code style="color:var(--accent);">vaultmind_query</code> (prices endpoint) for live funding rates → <code style="color:var(--accent);">wallet_lookup</code> for portfolio state → <code style="color:var(--accent);">predict_task</code> to estimate execution time and confidence → if the confidence threshold is met, it executes via VaultMind's copy-trade or direct API. The entire decision tree is logged in the memory graph as a transaction record.
+      </div>
+    </details>
+    <div class="uc-footer">
+      <span class="chip chip-accent">vaultmind</span>
+      <span class="chip">wallet_lookup</span>
+      <span class="chip">predict_task</span>
+      <span class="chip">Hyperliquid</span>
+    </div>
+  </article>
+
+  <!-- UC 4: System Administration -->
+  <article class="usecase-card" style="--card-accent: #fbbf24; --card-accent-bg: rgba(251,191,36,0.12); --card-accent-border: rgba(251,191,36,0.25);">
+    <div class="uc-header">
+      <div class="uc-icon">🖥️</div>
+      <div class="uc-title-wrap">
+        <div class="uc-title">System Administration & Digital Twin</div>
+        <div class="uc-tag">World Model · Telemetry</div>
+      </div>
+    </div>
+    <div class="uc-body">
+      The World Model gives the AI a "God View" of its own health, modules, and resources. It knows exactly how many modules are loaded, which are failing, and how much latency tools are introducing.
+    </div>
+    <div class="uc-example">
+      <div class="uc-example-label">Example Request</div>
+      <div class="uc-example-text">"Perform a full system audit. Identify unused 'cold' modules bloating the core-bundle and suggest which to prune to improve boot time."</div>
+    </div>
+    <details class="uc-details">
+      <summary>How it works</summary>
+      <div class="uc-details-body">
+        The agent calls <code style="color:var(--accent);">world_model_query</code> for a full system summary → <code style="color:var(--accent);">get_dashboard_data</code> for telemetry → <code style="color:var(--accent);">list_available_modules</code> to compare loaded vs. registry → cross-references tool latency from <code style="color:var(--accent);">get_usage_stats</code> → produces a "Module Heatmap" identifying hot (frequently used) vs. cold (rarely used) modules with a pruning recommendation.
+      </div>
+    </details>
+    <div class="uc-footer">
+      <span class="chip chip-accent">world_model</span>
+      <span class="chip">dashboard</span>
+      <span class="chip">usage_stats</span>
+      <span class="chip">audit</span>
+    </div>
+  </article>
+
+  <!-- UC 5: Simulation & World Building -->
+  <article class="usecase-card" style="--card-accent: #f472b6; --card-accent-bg: rgba(244,114,182,0.12); --card-accent-border: rgba(244,114,182,0.25);">
+    <div class="uc-header">
+      <div class="uc-icon">🌍</div>
+      <div class="uc-title-wrap">
+        <div class="uc-title">Interactive Simulation & World Building</div>
+        <div class="uc-tag">Persistent State · Multi-Agent</div>
+      </div>
+    </div>
+    <div class="uc-body">
+      The system sustains a "world state" that persists across sessions via VFS + Memory Graph. It can spawn multiple agents with different roles, let them interact, and record the emergent social graph.
+    </div>
+    <div class="uc-example">
+      <div class="uc-example-label">Example Request</div>
+      <div class="uc-example-text">"Create a simulated economy in the VFS. Define 5 agents with different goals, let them trade 'credits' via a custom module, and record the social graph in memgraph."</div>
+    </div>
+    <details class="uc-details">
+      <summary>How it works</summary>
+      <div class="uc-details-body">
+        The system uses <code style="color:var(--accent);">spawn_agent</code> to create 5 worker agents with distinct roles (trader, banker, auditor, etc.) → each agent runs its own loop with VFS file access → <code style="color:var(--accent);">delegate_task</code> distributes work → <code style="color:var(--accent);">create_mindmap</code> visualizes the economy → all transactions and relationships are stored in the Memory Graph as edges → state persists in VFS across sessions for long-term evolution.
+      </div>
+    </details>
+    <div class="uc-footer">
+      <span class="chip chip-accent">spawn_agent</span>
+      <span class="chip">delegate_task</span>
+      <span class="chip">mindmap</span>
+      <span class="chip">memgraph</span>
+    </div>
+  </article>
+
+  <!-- UC 6: Skill Creation & Institutional Memory -->
+  <article class="usecase-card" style="--card-accent: #fb923c; --card-accent-bg: rgba(251,146,60,0.12); --card-accent-border: rgba(251,146,60,0.25);">
+    <div class="uc-header">
+      <div class="uc-icon">📚</div>
+      <div class="uc-title-wrap">
+        <div class="uc-title">Skill Creation & Institutional Memory</div>
+        <div class="uc-tag">Self-Teaching · 39 Skills</div>
+      </div>
+    </div>
+    <div class="uc-body">
+      The system creates reusable "skills" from completed tasks — YAML-frontmatter Markdown files stored in the VFS. Each skill captures a workflow, pattern, or lesson learned, making the system smarter over time.
+    </div>
+    <div class="uc-example">
+      <div class="uc-example-label">Example Request</div>
+      <div class="uc-example-text">"After deploying the cron monitor, save the deployment process as a skill so future deployments follow the same pattern."</div>
+    </div>
+    <details class="uc-details">
+      <summary>How it works</summary>
+      <div class="uc-details-body">
+        After completing a complex task, the agent calls <code style="color:var(--accent);">create_skill</code> with a structured Markdown document (YAML frontmatter + steps) → the skill is indexed by <code style="color:var(--accent);">load_skills</code> for future retrieval → when a similar task is requested, the system searches relevant skills and applies the learned pattern → skills accumulate as institutional memory, reducing repetition and improving quality.
+      </div>
+    </details>
+    <div class="uc-footer">
+      <span class="chip chip-accent">create_skill</span>
+      <span class="chip">load_skills</span>
+      <span class="chip">list_skills</span>
+      <span class="chip">YAML</span>
+    </div>
+  </article>
+</section>
+
+<!-- ============================================
+     COMPARISON TABLE
+     ============================================ -->
+<section class="section">
+  <h2 class="section-title">
+    <span class="icon">⚖️</span>
+    When to Use This vs. Normal AI
+    <span class="bar"></span>
+  </h2>
+  <div class="compare-section">
+    <div class="compare-header">
+      <span>Task Type</span>
+      <span>Normal LLM</span>
+      <span>WebX11 AI</span>
+    </div>
+    <div class="compare-row">
+      <span>Quick answer to a question</span>
+      <span class="compare-yes">✓</span>
+      <span class="compare-meh">⚠️</span>
+    </div>
+    <div class="compare-row">
+      <span>Write a single script</span>
+      <span class="compare-yes">✓</span>
+      <span class="compare-meh">⚠️</span>
+    </div>
+    <div class="compare-row">
+      <span>Build a tool that evolves itself</span>
+      <span class="compare-no">✕</span>
+      <span class="compare-yes">✓</span>
+    </div>
+    <div class="compare-row">
+      <span>Manage 100+ interconnected files</span>
+      <span class="compare-no">✕</span>
+      <span class="compare-yes">✓</span>
+    </div>
+    <div class="compare-row">
+      <span>Execute trades based on system state</span>
+      <span class="compare-no">✕</span>
+      <span class="compare-yes">✓</span>
+    </div>
+    <div class="compare-row">
+      <span>Living memory of every task performed</span>
+      <span class="compare-no">✕</span>
+      <span class="compare-yes">✓</span>
+    </div>
+    <div class="compare-row">
+      <span>Multi-agent orchestration</span>
+      <span class="compare-no">✕</span>
+      <span class="compare-yes">✓</span>
+    </div>
+    <div class="compare-row">
+      <span>Persistent state across sessions</span>
+      <span class="compare-no">✕</span>
+      <span class="compare-yes">✓</span>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================
+     ARCHITECTURE FLOW
+     ============================================ -->
+<section class="section">
+  <h2 class="section-title">
+    <span class="icon">🏗️</span>
+    Architecture Stack
+    <span class="bar"></span>
+  </h2>
+  <div class="arch-flow">
+    <div class="arch-layer">
+      <div class="arch-layer-icon" style="background:rgba(56,189,248,0.15);">👤</div>
+      <div class="arch-layer-info">
+        <div class="arch-layer-name">User Input Layer</div>
+        <div class="arch-layer-desc">Natural language → smart context profile selection → system prompt</div>
+      </div>
+    </div>
+    <div class="arch-arrow">▼</div>
+    <div class="arch-layer">
+      <div class="arch-layer-icon" style="background:rgba(167,139,250,0.15);">🤖</div>
+      <div class="arch-layer-info">
+        <div class="arch-layer-name">Agent Loop Engine</div>
+        <div class="arch-layer-desc">Profile-based tool selection · max turns · temperature · loop directives</div>
+      </div>
+    </div>
+    <div class="arch-arrow">▼</div>
+    <div class="arch-layer">
+      <div class="arch-layer-icon" style="background:rgba(52,211,153,0.15);">⚡</div>
+      <div class="arch-layer-info">
+        <div class="arch-layer-name">Tool Execution Layer</div>
+        <div class="arch-layer-desc">43 modules · web search/fetch · VFS · terminal · VaultMind · wallet</div>
+      </div>
+    </div>
+    <div class="arch-arrow">▼</div>
+    <div class="arch-layer">
+      <div class="arch-layer-icon" style="background:rgba(251,191,36,0.15);">🧠</div>
+      <div class="arch-layer-info">
+        <div class="arch-layer-name">Memory Graph + World Model</div>
+        <div class="arch-layer-desc">Entity→fact edges · self-awareness · module health · telemetry</div>
+      </div>
+    </div>
+    <div class="arch-arrow">▼</div>
+    <div class="arch-layer">
+      <div class="arch-layer-icon" style="background:rgba(244,114,182,0.15);">💾</div>
+      <div class="arch-layer-info">
+        <div class="arch-layer-name">Neural VFS (387 files)</div>
+        <div class="arch-layer-desc">Semantic file index · skills · sessions · roadmap · persistent state</div>
+      </div>
+    </div>
+  </div>
+</section>
+
+<!-- ============================================
+     FOOTER
+     ============================================ -->
+<footer class="footer">
+  <div class="footer-divider"></div>
+  <p>
+    WebX11 AI is a self-aware operating environment built on a neural VFS,<br>
+    memory graph, world model, and multi-agent orchestration loop.
+  </p>
+  <p class="footer-version">v4.5.87 · Cold Modules Activation · 43 modules · 39 skills · 3 agents</p>
+</footer>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/help.html b/help.html
index e814f38..d588786 100644
--- a/help.html
+++ b/help.html
@@ -537,6 +537,17 @@ diff a.txt b.txt</pre>
       <tr><td><code>reset-mem</code></td><td>Clear AI internal logs without touching VFS/config</td><td><code>reset-mem</code></td></tr>
     </table></div>
 
+    <h3>Debug Supervisor</h3>
+    <div class="table-wrap"><table>
+      <tr><th>Command</th><th>Description</th><th>Example</th></tr>
+      <tr><td><code>debug-stats</code></td><td>Error summary (total, unique, clusters, top issues)</td><td><code>debug-stats</code></td></tr>
+      <tr><td><code>debug-history</code></td><td>Show last N errors with hash, type, severity</td><td><code>debug-history 10</code></td></tr>
+      <tr><td><code>debug-analyze</code></td><td>Deep analysis of a specific error (root cause, fix suggestions)</td><td><code>debug-analyze a1b2c3d4</code></td></tr>
+      <tr><td><code>debug-trends</code></td><td>Error frequency over time, grouped by day and type</td><td><code>debug-trends 7</code></td></tr>
+      <tr><td><code>debug-fix</code></td><td>Suggest and optionally auto-apply fix for an error</td><td><code>debug-fix a1b2c3d4</code></td></tr>
+      <tr><td><code>debug-health</code></td><td>Check DebugSupervisorModule health status</td><td><code>debug-health</code></td></tr>
+    </table></div>
+
 
 
     <h3>Skills</h3>
@@ -1076,7 +1087,7 @@ cat /sys/modules/calc/info
 cat /sys/dom/node-count
 cat /sys/config/ai
 cat /sys/config/version</pre>
-    <p>Also available: <code>mem-debug</code> (one-shot text output) and <code>reset-mem</code> (clear AI internal logs without touching VFS or config).</p>
+    <p>Also available: <code>mem-debug</code> (one-shot text output), <code>reset-mem</code> (clear AI internal logs without touching VFS or config), and the <strong>DebugSupervisorModule</strong> (<code>debug-stats</code>, <code>debug-history</code>, <code>debug-analyze</code>, <code>debug-trends</code>, <code>debug-fix</code>, <code>debug-health</code>) for persistent error tracking and root-cause analysis.</p>
   </section>
 
   <!-- ── Shell ── -->
@@ -1563,6 +1574,23 @@ listmods</pre>
   <section id="history">
     <h2>📋 Changelog</h2>
 
+    <div class="version-item">
+      <div class="v-header"><span class="v-num">v4.5.86 — July 2026</span><span class="v-date">2026-07-04</span></div>
+      <ul>
+        <li><strong>Cold module activation</strong> — Three modules (Memory Graph, Predictor, World Model) were loaded but produced zero actionable data. All now wired into the AI agent loop.</li>
+        <li><strong>Predictor feedback loop</strong> — <code>predictor.recordResult()</code> now called after multi-turn AI tasks (toolTurns ≥ 2). Predictor accumulates historical data for duration/turn predictions. Previously had zero call sites — module was dead.</li>
+        <li><strong>New AI tools</strong> — <code>predict_task</code> (estimate task duration before starting) and <code>world_model_query</code> (query system self-awareness: modules, skills, files, agents, health, changes, projects). AI now has 51 tools (was 49).</li>
+        <li><strong>Memory graph noise suppression</strong> — <code>getContextForPrompt()</code> returns empty string when graph has ≤2 nodes and 0 edges. Eliminates useless <code>[Memory Graph Context] 1 nodes, 0 edges</code> token waste on every AI turn.</li>
+        <li><strong>Memory graph task recording</strong> — <code>recordTask()</code> now called for direct AI conversations, not just orchestrator tasks. Graph learns about all AI interactions.</li>
+        <li><strong><code>memgraph-learn</code> command</strong> — Documented in help.html but never implemented. Now creates concept+fact nodes with weighted edge. <code>memgraph-learn &lt;entity&gt; &lt;fact&gt;</code>.</li>
+        <li><strong><code>getStats()</code> alias</strong> — Orchestrator's <code>_pipelineVerify()</code> called <code>memgraph.getStats()</code> but the method was <code>showStats()</code>. Added <code>getStats()</code> alias returning <code>{nodes, edges, types, totalAccesses}</code>.</li>
+        <li><strong>World Model summary fix</strong> — <code>_getTotalModules()</code> returned registry count (7) instead of <code>max(loaded, registry)</code> (43). Summary now shows <code>43/43</code> not <code>43/7</code>.</li>
+        <li><strong>Dashboard World Model panel</strong> — New section showing version, last synthesized time, module/skill/file/agent counts, memory graph stats, health, active projects, recent changes.</li>
+        <li><strong>System prompt update</strong> — Now mentions <code>predict_task</code> and <code>world_model_query</code> capabilities.</li>
+        <li>Cache: <code>2026-07-04-v4.5.86</code> — hard refresh required</li>
+      </ul>
+    </div>
+
     <div class="version-item">
       <div class="v-header"><span class="v-num">v4.5.64–v4.5.67 — June 2026</span><span class="v-date">2026-06-18</span></div>
       <ul>
@@ -1785,10 +1813,10 @@ listmods</pre>
       <div class="v-header"><span class="v-num">v4.5.12 — June 2026</span><span class="v-date">2026-06-06</span></div>
       <ul>
         <li><strong>Tiered Indexing toggle</strong> — <code>nvfs-config deep-index on|off</code> switches between Fast (metadata-only, instant) and Deep (LLM-assisted, semantic) modes. Off by default. <code>nvfs-index --deep</code> or <code>nvfs-sync --deep</code> forces deep mode per-run.</li>
-        <li><strong>Configurable deep model</strong> — <code>nvfs-config deep-model &lt;name&gt;</code> selects the LLM for deep indexing. Default: <code>ministral-3:3b-cloud</code> for speed. Example: <code>nvfs-config deep-model gemma4:31b-cloud</code> for deeper analysis.</li>
+        <li><strong>Configurable deep model</strong> — <code>nvfs-config deep-model &lt;name&gt;</code> selects the LLM for deep indexing. Default: <code>gemma4:31b-cloud</code> for speed. Example: <code>nvfs-config deep-model gemma4:31b-cloud</code> for deeper analysis.</li>
         <li><strong>Status bar indicator</strong> — Real-time 🧠 status in terminal bar: concept count + 🌊 wave for deep mode, 🟡 amber for pending auto-sync, 🧠 Deep Indexing progress percentage during LLM processing.</li>
         <li><strong>nvfs-sync command</strong> — <code>nvfs-sync [--deep]</code> for incremental background sync of dirty files.</li>
-        <li><strong>Deep concept extraction</strong> — LLM generates 2-5 semantic concepts per file (configurable model via <code>nvfs-config deep-model</code>, default <code>ministral-3:3b-cloud</code>, 2000 chars, 3-file batches with UI yield). Fast filename-concepts stored immediately, LLM concepts augment in background queue.</li>
+        <li><strong>Deep concept extraction</strong> — LLM generates 2-5 semantic concepts per file (configurable model via <code>nvfs-config deep-model</code>, default <code>gemma4:31b-cloud</code>, 2000 chars, 3-file batches with UI yield). Fast filename-concepts stored immediately, LLM concepts augment in background queue.</li>
         <li><strong>nvfs-status mode display</strong> — Shows 🌊 Deep or ⚡ Fast mode.</li>
         <li><strong>LLM self-healing</strong> — If Ollama disconnected, deep mode silently falls back to fast metadata-only.</li>
         <li>Cache: <code>2026-06-06-v4.5.12</code> — hard refresh required</li>
diff --git a/main.html b/main.html
index f383303..1663fc0 100644
--- a/main.html
+++ b/main.html
@@ -1342,13 +1342,13 @@
     </script>
 
     <!-- v4.5.63: A2A scratchpad fixes + agent-register arg fix -->
-<script src="modules/core/core-bundle.js?v=2026-06-30-v4.5.83"></script>
+<script src="modules/core/core-bundle.js?v=v4.6.10"></script>
 
     <!-- Async dependency-ordered module loader now only initializes terminal and loads optional ext modules -->
-<script src="modules/core/module-loader.js?v=2026-06-30-v4.5.83"></script>
+<script src="modules/core/module-loader.js?v=v4.6.10"></script>
 
     <!-- Critical ext bundle loads AFTER webx11 exists so registerModule calls work -->
-<script src="modules/ext/critical-ext-bundle.js?v=2026-06-30-v4.5.83"></script>
+<script src="modules/ext/critical-ext-bundle.js?v=v4.6.10"></script>
 
 <script>
 // ═══ ONE TRUE VERSION SOURCE ═══
@@ -1357,8 +1357,8 @@
     var version = 'v4.0'; // fallback
     var scripts = document.getElementsByTagName('script');
     for (var i = 0; i < scripts.length; i++) {
-        var m = scripts[i].src && scripts[i].src.match(/module-loader\.js\?.*-v([\d.]+)/);
-        if (m) { version = 'v' + m[1]; break; }
+        var m = scripts[i].src && scripts[i].src.match(/module-loader\.js\?v=([v\d\.]+)/);
+        if (m) { version = m[1]; break; }
     }
     window.NEWOS4_VERSION = version;
     var el = document.getElementById('splash-version');
@@ -1371,5 +1371,107 @@
 })();
 </script>
 
+<!-- Phase 6: Boot Watchdog — auto-revert if recent commit broke the system -->
+<script>
+(function() {
+    // Wait for modules to load, then check health
+    var watchdogTimer = null;
+    var watchdogStarted = false;
+
+    function checkBoot() {
+        if (watchdogStarted) return;
+        watchdogStarted = true;
+
+        // Check if core modules loaded
+        if (typeof webx11 === 'undefined' || !webx11.moduleManager) {
+            // Critical: webx11 object doesn't exist — system is broken
+            handleBootFailure('webx11 object not found');
+            return;
+        }
+
+        var mm = webx11.moduleManager;
+        var loadedModules = Object.keys(mm.modules).length;
+
+        // If less than 50% of expected modules loaded, boot failed
+        // Expected: ~19 modules at full load
+        if (loadedModules < 10) {
+            handleBootFailure('Only ' + loadedModules + ' modules loaded (expected ≥10)');
+            return;
+        }
+
+        // Boot OK — save current state as last-good
+        try {
+            var lastGood = {
+                version: window.NEWOS4_VERSION || 'unknown',
+                moduleCount: loadedModules,
+                timestamp: Date.now()
+            };
+            localStorage.setItem('newos4_last_good_boot', JSON.stringify(lastGood));
+        } catch (e) {}
+    }
+
+    function handleBootFailure(reason) {
+        console.error('[Boot Watchdog] Boot failure detected: ' + reason);
+
+        // Check if there was a recent commit (within last 30 min)
+        var commitLog = null;
+        try {
+            // Check localStorage for recent commit info
+            var lastCommit = localStorage.getItem('newos4_last_commit');
+            if (lastCommit) {
+                var commit = JSON.parse(lastCommit);
+                if (commit && commit.timestamp && (Date.now() - commit.timestamp < 1800000)) {
+                    console.warn('[Boot Watchdog] Recent commit detected (version ' + commit.version + '), attempting auto-revert...');
+                    attemptRevert(commit);
+                    return;
+                }
+            }
+        } catch (e) {}
+
+        // No recent commit or no revert info — just alert
+        console.error('[Boot Watchdog] No recent commit to revert. System may need manual intervention.');
+        var banner = document.createElement('div');
+        banner.style.cssText = 'position:fixed;top:0;left:0;right:0;background:#ff4444;color:#fff;padding:10px;font-family:monospace;font-size:12px;z-index:99999;text-align:center;';
+        banner.textContent = '⚠️ Boot Watchdog: System failed to load (' + reason + '). Try hard refresh or clear localStorage.';
+        document.body.insertBefore(banner, document.body.firstChild);
+    }
+
+    function attemptRevert(commit) {
+        // Try to restore the previous version by setting the version back
+        if (commit.previousVersion) {
+            console.warn('[Boot Watchdog] Reverting to version ' + commit.previousVersion);
+            // Replace all ?v= in script tags with previous version
+            var scripts = document.getElementsByTagName('script');
+            var reverted = 0;
+            for (var i = 0; i < scripts.length; i++) {
+                var src = scripts[i].src || '';
+                if (src.indexOf('?v=') !== -1) {
+                    scripts[i].src = src.replace(/\?v=[^&"']*/, '?v=' + commit.previousVersion);
+                    reverted++;
+                }
+            }
+            console.log('[Boot Watchdog] Reverted ' + reverted + ' script tags to ' + commit.previousVersion);
+
+            // Show warning banner
+            var banner = document.createElement('div');
+            banner.style.cssText = 'position:fixed;top:0;left:0;right:0;background:#ffaa00;color:#000;padding:10px;font-family:monospace;font-size:12px;z-index:99999;text-align:center;';
+            banner.textContent = '⚠️ Boot Watchdog: Auto-reverted from ' + commit.version + ' to ' + commit.previousVersion + '. Refresh page to load reverted version.';
+            document.body.insertBefore(banner, document.body.firstChild);
+
+            // Force reload after 3 seconds
+            setTimeout(function() {
+                // Update URL with previous version to force cache bypass
+                window.location.href = window.location.pathname + '?v=' + commit.previousVersion + '&watchdog=1';
+            }, 3000);
+        } else {
+            console.error('[Boot Watchdog] No previous version stored. Manual intervention required.');
+        }
+    }
+
+    // Start watchdog after a delay to allow modules to load
+    watchdogTimer = setTimeout(checkBoot, 8000);
+})();
+</script>
+
 </body>
 </html>
diff --git a/modules/_write-probe.txt b/modules/_write-probe.txt
new file mode 100644
index 0000000..5e2a6f8
--- /dev/null
+++ b/modules/_write-probe.txt
@@ -0,0 +1 @@
+write-probe-test
\ No newline at end of file
diff --git a/modules/core/core-bundle.js b/modules/core/core-bundle.js
index d576f14..aab0206 100644
--- a/modules/core/core-bundle.js
+++ b/modules/core/core-bundle.js
@@ -39,6 +39,7 @@ class VirtualFileSystem {
         const vmCache = {}; // factories can cache costly results within same tick
         const mm = () => typeof window !== 'undefined' ? window.webx11?.moduleManager?.modules : null;
         const ai = () => mm()?.WebX11AIAssistantModule || null;
+        const ds = () => mm()?.DebugSupervisorModule || null;
         const heap = () => typeof performance !== 'undefined' && performance.memory ? performance.memory : null;
         const fmt = (bytes) => {
             if (!bytes && bytes !== 0) return 'N/A';
@@ -114,7 +115,7 @@ class VirtualFileSystem {
                     const a = ai();
                     const cCount = a?.context?.length || 0;
                     const lCount = a?._toolCallLog?.length || 0;
-                    const eCount = a?._errorLog?.length || 0;
+                    const eCount = ds() ? Object.keys(ds()._errorDB?.errors || {}).length : 0;
                     const modules = mm() ? Object.keys(mm()).length : 0;
                     const domNodes = typeof document !== 'undefined' ? document.querySelectorAll('*').length : 0;
                     return [
@@ -168,9 +169,12 @@ class VirtualFileSystem {
                     return a._toolCallLog.map((e, i) => `[${i}] ${JSON.stringify(e)}`).join('\n');
                 }),
                 'errors': vm('errors', () => {
-                    const a = ai();
-                    if (!a || !a._errorLog || a._errorLog.length === 0) return '(empty)';
-                    return a._errorLog.map((e, i) => `[${i}] ${JSON.stringify(e)}`).join('\n');
+                    const d = ds();
+                    if (!d || !d._errorDB || Object.keys(d._errorDB.errors).length === 0) return '(empty)';
+                    return Object.entries(d._errorDB.errors)
+                        .sort((a, b) => b[1].lastSeen - a[1].lastSeen)
+                        .map(([hash, e]) => `[${hash}] ${e.type}/${e.severity} ×${e.count}: ${e.message.substring(0, 100)}`)
+                        .join('\n');
                 }),
                 'commands': vm('commands', () => {
                     const a = ai();
@@ -1188,7 +1192,7 @@ class OllamaManager {
         this.streamEnabled = localStorage.getItem('webx11_stream_enabled') === 'true';
         // --- Validator Agent Config ---
         this.validatorEnabled = localStorage.getItem('webx11_validator_enabled') === 'true';
-        this.validatorModel = localStorage.getItem('webx11_validator_model') || 'ministral-3:3b-cloud';
+        this.validatorModel = localStorage.getItem('webx11_validator_model') || 'gemma4:31b-cloud';
         this.validatorEndpoint = localStorage.getItem('webx11_validator_endpoint') || '';
         // --- Model Parameters (temperature, top_p, max_tokens, thinking) ---
         this.modelParams = this._loadModelParams();
@@ -2005,15 +2009,7 @@ class OllamaManager {
 
                 // DeepSeek: empty response with no tools — retry once with stream forcing
                 if (isDeepSeek && content === '' && (!toolCalls || toolCalls.length === 0)) {
-                    this.terminal.log('WARN', 'Ollama', 'DeepSeek empty response — model=' + useModel + ', messages=' + messages.length + ', tools=' + (tools ? tools.length : 0));
                     this.terminal.print('⚠️ DeepSeek returned empty — retrying with stream...', 'warning');
-                    // Auto-truncate context: keep system prompt + last 5 messages
-                    if (messages.length > 6) {
-                        var sysMsg = messages[0];
-                        var recentMsgs = messages.slice(-5);
-                        body.messages = [sysMsg].concat(recentMsgs);
-                        this.terminal.print('📏 Context truncated from ' + messages.length + ' to ' + body.messages.length + ' messages for retry', 'info');
-                    }
                     body.stream = true;
                     delete body.stop;
                     this._abortController = new AbortController();
@@ -2048,16 +2044,12 @@ class OllamaManager {
                             }
                         }
                         if (fullText) {
-                            this.terminal.log('INFO', 'Ollama', 'DeepSeek stream retry succeeded: ' + fullText.length + ' chars');
                             return {
                                 message: { role: 'assistant', content: fullText },
                                 tool_calls: null,
                                 error: null
                             };
                         }
-                        this.terminal.log('WARN', 'Ollama', 'DeepSeek stream retry also returned empty');
-                    } else {
-                        this.terminal.log('WARN', 'Ollama', 'DeepSeek stream retry HTTP ' + retryResponse.status);
                     }
                     return {
                         message: { role: 'assistant', content: '' },
@@ -2441,19 +2433,71 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 this.lastRouteTime = 0;
                 this.lastRouteCmd = '';
                 this.blockedCount = 0;
-                this.destructiveCmds = new Set(['delete','del','write','save','overwrite','format','kill','stop','shutdown','reboot']);
-                this.systemCmds = new Set(['reboot','shutdown','format','kill','halt','poweroff']);
-                this.suspiciousFlags = new Set(['--dump','--execute','--eval','--exec','--shell','--script']);
-                this.whitelist = new Set(['help','clear','ls','cat','pwd','whoami','df','free','top','ps','echo','date','env','history','find','grep','tree','head','tail','wc','sort','du','diff','which','hostname','cal','basename','dirname','yes','seq','cut','uniq','expand','printf','base64','sleep','ll','h','mem','status','health-check','system-health','alias','unalias','modules','listmods','modules-list','nvfs-index','nvfs-status','nvfs-resolve','nvfs-tree','nvfs-config','nvfs-alias','nvfs-sync','floating-add','floating-remove','floating-list','floating-pos','floating-clear','floating-toggle','mem-debug','reset-mem','reset','factory-reset','reset-vfs','js','js-run','node','debug','debug-ai','session-new','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze']);
-                // Load persisted overrides from localStorage
-                try { const d = localStorage.getItem('webx11_security_destructive'); if(d){JSON.parse(d).forEach(c=>this.destructiveCmds.add(c));} }catch(e){}
-                try { const s = localStorage.getItem('webx11_security_system'); if(s){JSON.parse(s).forEach(c=>this.systemCmds.add(c));} }catch(e){}
-                try { const w = localStorage.getItem('webx11_security_whitelist'); if(w){JSON.parse(w).forEach(c=>this.whitelist.add(c));} }catch(e){}
-                try { const f = localStorage.getItem('webx11_security_flags'); if(f){JSON.parse(f).forEach(c=>this.suspiciousFlags.add(c));} }catch(e){}
+                this._baseDestructive = ['delete','del','write','save','overwrite','format','kill','stop','shutdown','reboot'];
+                this._baseSystem = ['reboot','shutdown','format','kill','halt','poweroff'];
+                this._baseSuspiciousFlags = ['--dump','--execute','--eval','--exec','--shell','--script'];
+                this._baseWhitelist = ['help','clear','ls','cat','pwd','whoami','df','free','top','ps','echo','date','env','history','find','grep','tree','head','tail','wc','sort','du','diff','which','hostname','cal','basename','dirname','yes','seq','cut','uniq','expand','printf','base64','sleep','ll','h','mem','status','health-check','system-health','alias','unalias','modules','listmods','modules-list','nvfs-index','nvfs-status','nvfs-resolve','nvfs-tree','nvfs-config','nvfs-alias','nvfs-sync','floating-add','floating-remove','floating-list','floating-pos','floating-clear','floating-toggle','mem-debug','reset-mem','reset','factory-reset','reset-vfs','js','js-run','node','debug','debug-ai','debug-stats','debug-history','debug-analyze','debug-trends','debug-fix','debug-health','session-new','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze','dashboard','context-auto'];
+                this.destructiveCmds = new Set(this._baseDestructive);
+                this.systemCmds = new Set(this._baseSystem);
+                this.suspiciousFlags = new Set(this._baseSuspiciousFlags);
+                this.whitelist = new Set(this._baseWhitelist);
+                // Load persisted user deltas (add/remove) so hardcoded defaults can be demoted.
+                this._loadSecurityDeltas();
                 this._registerBuiltIn();
             }
+            _loadSecurityDeltas() {
+                try {
+                    const schema = this.terminal._getDataSchemaVersion ? this.terminal._getDataSchemaVersion() : 1;
+                    localStorage.setItem('webx11_data_schema_version', String(schema));
+                    const raw = localStorage.getItem('webx11_security_deltas');
+                    if (!raw) {
+                        // One-time migration from legacy flat keys to delta format.
+                        const legacy = {};
+                        try { legacy.destructive = JSON.parse(localStorage.getItem('webx11_security_destructive') || '[]'); } catch (e) {}
+                        try { legacy.system = JSON.parse(localStorage.getItem('webx11_security_system') || '[]'); } catch (e) {}
+                        try { legacy.whitelist = JSON.parse(localStorage.getItem('webx11_security_whitelist') || '[]'); } catch (e) {}
+                        try { legacy.flags = JSON.parse(localStorage.getItem('webx11_security_flags') || '[]'); } catch (e) {}
+                        const delta = { add: {}, remove: {} };
+                        for (const c of (legacy.destructive || [])) if (!this._baseDestructive.includes(c)) { if (!delta.add.destructive) delta.add.destructive = []; delta.add.destructive.push(c); }
+                        for (const c of (legacy.system || [])) if (!this._baseSystem.includes(c)) { if (!delta.add.system) delta.add.system = []; delta.add.system.push(c); }
+                        for (const c of (legacy.whitelist || [])) if (!this._baseWhitelist.includes(c)) { if (!delta.add.whitelist) delta.add.whitelist = []; delta.add.whitelist.push(c); }
+                        for (const f of (legacy.flags || [])) if (!this._baseSuspiciousFlags.includes(f)) { if (!delta.add.flags) delta.add.flags = []; delta.add.flags.push(f); }
+                        localStorage.setItem('webx11_security_deltas', JSON.stringify(delta));
+                        localStorage.removeItem('webx11_security_destructive');
+                        localStorage.removeItem('webx11_security_system');
+                        localStorage.removeItem('webx11_security_whitelist');
+                        localStorage.removeItem('webx11_security_flags');
+                        return;
+                    }
+                    const d = JSON.parse(raw);
+                    if (d.remove) {
+                        for (const c of (d.remove.destructive || [])) this.destructiveCmds.delete(c);
+                        for (const c of (d.remove.system || [])) this.systemCmds.delete(c);
+                        for (const c of (d.remove.whitelist || [])) this.whitelist.delete(c);
+                        for (const f of (d.remove.flags || [])) this.suspiciousFlags.delete(f);
+                    }
+                    if (d.add) {
+                        for (const c of (d.add.destructive || [])) this.destructiveCmds.add(c);
+                        for (const c of (d.add.system || [])) this.systemCmds.add(c);
+                        for (const c of (d.add.whitelist || [])) this.whitelist.add(c);
+                        for (const f of (d.add.flags || [])) this.suspiciousFlags.add(f);
+                    }
+                } catch (e) {}
+            }
+            _saveSecurityDeltas() {
+                const delta = { add: {}, remove: {} };
+                for (const c of this.destructiveCmds) if (!this._baseDestructive.includes(c)) { if (!delta.add.destructive) delta.add.destructive = []; delta.add.destructive.push(c); }
+                for (const c of this._baseDestructive) if (!this.destructiveCmds.has(c)) { if (!delta.remove.destructive) delta.remove.destructive = []; delta.remove.destructive.push(c); }
+                for (const c of this.systemCmds) if (!this._baseSystem.includes(c)) { if (!delta.add.system) delta.add.system = []; delta.add.system.push(c); }
+                for (const c of this._baseSystem) if (!this.systemCmds.has(c)) { if (!delta.remove.system) delta.remove.system = []; delta.remove.system.push(c); }
+                for (const c of this.whitelist) if (!this._baseWhitelist.includes(c)) { if (!delta.add.whitelist) delta.add.whitelist = []; delta.add.whitelist.push(c); }
+                for (const c of this._baseWhitelist) if (!this.whitelist.has(c)) { if (!delta.remove.whitelist) delta.remove.whitelist = []; delta.remove.whitelist.push(c); }
+                for (const f of this.suspiciousFlags) if (!this._baseSuspiciousFlags.includes(f)) { if (!delta.add.flags) delta.add.flags = []; delta.add.flags.push(f); }
+                for (const f of this._baseSuspiciousFlags) if (!this.suspiciousFlags.has(f)) { if (!delta.remove.flags) delta.remove.flags = []; delta.remove.flags.push(f); }
+                localStorage.setItem('webx11_security_deltas', JSON.stringify(delta));
+            }
             _registerBuiltIn() {
-                const internals = ['clear','help','ls','cat','df','free','env','history','cd','pwd','touch','mkdir','rm','cp','mv','edit','cat','run','font-size','load-local','loadlocal','mem','security','security-level','security-destructive','security-system','security-whitelist','security-flag','config','ai-config','startup-modules','smart-prompt','cmd-allow','cmd-deny','system-health','server','servers','server-check','monitor','vfs','vfs-clean','vfs-size','empty-trash','expand','sysmsg','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze','agent-loops','bench','bench-compare'];
+                const internals = ['clear','help','ls','cat','df','free','env','history','cd','pwd','touch','mkdir','rm','cp','mv','edit','run','font-size','load-local','loadlocal','mem','security','security-level','security-destructive','security-system','security-whitelist','security-flag','config','ai-config','startup-modules','smart-prompt','cmd-allow','cmd-deny','system-health','server','servers','server-check','monitor','vfs','vfs-clean','vfs-size','empty-trash','expand','sysmsg','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze','dashboard'];
                 internals.forEach(c => this.registerCommand(c, { category: 'builtin' }));
             }
             setLevel(n) {
@@ -2472,8 +2516,13 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
             }
             registerCommand(name, meta = {}) {
                 this.commandMeta.set(name, { destructive: false, category: 'user', ...meta });
+                this.invalidateCommandCache();
+            }
+            invalidateCommandCache() {
+                this._commandCacheDirty = true;
             }
             _collectAllCommands() {
+                if (!this._commandCacheDirty && this._commandCache) return this._commandCache;
                 const cmds = new Set([...this.commandMeta.keys()]);
                 for (const modName in this.terminal.moduleManager.modules) {
                     const mod = this.terminal.moduleManager.modules[modName];
@@ -2483,7 +2532,9 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 }
                 const builtins = ['clear','help','ls','df','security','security-level'];
                 builtins.forEach(c => cmds.add(c));
-                return [...cmds];
+                this._commandCache = [...cmds];
+                this._commandCacheDirty = false;
+                return this._commandCache;
             }
             _levenshtein(a, b) {
                 a = a.toLowerCase(); b = b.toLowerCase();
@@ -2712,6 +2763,19 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 // Apply config overrides after everything is initialized
                 this._applyTerminalConfig();
             }
+            /* ---------- helpers ---------- */
+            static _escapeHtml(str) {
+                if (str == null) return '';
+                return String(str).replace(/[&<>'"]/g, m => ({'&':'&amp;','<':'&lt;','>':'&gt;',"'":'&#39;','"':'&quot;'}[m]));
+            }
+            _escapeHtml(str) { return WebX11Terminal._escapeHtml(str); }
+            _getDataSchemaVersion() { return 1; }
+            _escapeYamlString(str) {
+                return '"' + String(str == null ? '' : str).replace(/\\/g, '\\\\').replace(/"/g, '\\"') + '"';
+            }
+            _invalidateCommandCache() {
+                if (this.security) this.security.invalidateCommandCache();
+            }
             initEventListeners() {
                 this.inputField.addEventListener('keydown', (e) => {
                     if (e.key === 'Enter' && !e.shiftKey) {
@@ -3629,6 +3693,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 this._safeRegister('ServerMonitorModule', 'server monitor');
                 this._safeRegister('SmartContextModule', 'smart context');
                 this._safeRegister('SimpleGUIModule', 'simple GUI builder');
+                this._safeRegister('DebugSupervisorModule', 'debug supervisor');
                 // v4.5.47: Critical ext modules promoted to boot path
                 this._safeRegister('EditorModule', 'editor');
                 this._safeRegister('ShellModule', 'shell');
@@ -3676,6 +3741,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     DiffModule: typeof DiffModule !== 'undefined' ? DiffModule : undefined,
                     BusyBoxModule: typeof BusyBoxModule !== 'undefined' ? BusyBoxModule : undefined,
                     SmartContextModule: typeof SmartContextModule !== 'undefined' ? SmartContextModule : undefined,
+                    DebugSupervisorModule: typeof DebugSupervisorModule !== 'undefined' ? DebugSupervisorModule : undefined,
                 };
                 const cls = registry[className];
                 if (typeof cls === 'undefined') {
@@ -3737,7 +3803,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 } catch (e) {}
             }
             async _loadExtModules(filterKeys) {
-                const autoLoadKeys = filterKeys || ['debug-panel'];
+                const autoLoadKeys = filterKeys || ['calc', 'voice', 'debug-panel', 'cron', 'theme', 'wpm', 'mindmap', 'webdav', 'skill-pack-core', 'cryptogzip', 'tutorial', 'floating', 'console', 'media'];
                 const cacheVer = localStorage.getItem('webx11_cache_ver') || '2026-05-27-14';
                 let index = null;
                 let lastErr = null;
@@ -3760,9 +3826,6 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     return;
                 }
 
-                // Cache packages index for lazy-load dispatch
-                try { localStorage.setItem('webx11_packages_index', JSON.stringify(index)); } catch (e) {}
-
                 for (const key of autoLoadKeys) {
                     const pkg = index.packages[key];
                     if (pkg) {
@@ -3773,7 +3836,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
             }
             async reloadPersistedModules() {
                 const registry = this.moduleManager.moduleRegistry;
-                const skipList = ['calc', 'voice', 'debug-panel', 'cron', 'theme', 'wpm', 'mindmap', 'webdav', 'skill-pack-core', 'editor', 'diff', 'alias', 'finder', 'filemgr', 'cryptogzip', 'shell', 'tutorial', 'busybox', 'floating', 'console', 'media', 'three'];
+                const skipList = ['calc', 'voice', 'debug-panel', 'cron', 'theme', 'wpm', 'mindmap', 'webdav', 'skill-pack-core', 'editor', 'diff', 'alias', 'finder', 'filemgr', 'cryptogzip', 'shell', 'tutorial', 'busybox', 'floating', 'console', 'media'];
                 for (const mod of registry) {
                     if (mod.enabled && mod.url) {
                         // Skip ext modules — they load via _loadExtModules
@@ -3808,10 +3871,12 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
             splitPipe(input) {
                 const parts = [];
                 let current = '';
-                let inQuote = false;
+                let inSingle = false;
+                let inDouble = false;
                 for (const ch of input) {
-                    if (ch === '"' || ch === "'") { inQuote = !inQuote; current += ch; }
-                    else if (ch === '|' && !inQuote) { parts.push(current.trim()); current = ''; }
+                    if (ch === '"' && !inSingle) { inDouble = !inDouble; current += ch; }
+                    else if (ch === "'" && !inDouble) { inSingle = !inSingle; current += ch; }
+                    else if (ch === '|' && !inSingle && !inDouble) { parts.push(current.trim()); current = ''; }
                     else { current += ch; }
                 }
                 parts.push(current.trim());
@@ -3851,8 +3916,11 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 const originalPrint = this.print.bind(this);
                 let output = '';
                 this.print = (text, type) => { output += text + '\n'; };
-                await this.dispatchCommand(cmd, args);
-                this.print = originalPrint;
+                try {
+                    await this.dispatchCommand(cmd, args);
+                } finally {
+                    this.print = originalPrint;
+                }
                 const trimmed = output.trim();
                 if (trimmed.length > this._pipeBufferSize) {
                     return trimmed.slice(0, this._pipeBufferSize);
@@ -3868,6 +3936,21 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 if (cmd === 'load-local' || cmd === 'loadlocal') { this.loadLocalModule(args[0]); return; }
                 if (cmd === 'smart-prompt') { const val = args[0] && args[0] === 'off' ? 'off' : 'on'; localStorage.setItem('webx11_smart_prompt', val); this.print('Smart prompt ' + val, 'success'); this.updatePrompt(); return; }
                 if (cmd === 'mem') { this.printMemoryStats(); return; }
+                if (cmd === 'dashboard') {
+                    // Collect dashboard data and open the dashboard page
+                    const aiMod = this.moduleManager?.modules?.WebX11AIAssistantModule;
+                    if (aiMod && typeof aiMod._collectDashboardData === 'function') {
+                        aiMod._collectDashboardData().then(function() {
+                            this.print('📊 Dashboard data collected — opening dashboard...', 'success');
+                            window.open('/spaces/newos4/downloads/dashboard.html', 'newOS4 Dashboard', 'width=1200,height=800');
+                        }.bind(this));
+                    } else {
+                        // Fallback: just open the page (it will try localStorage)
+                        this.print('📊 Opening dashboard...', 'info');
+                        window.open('/spaces/newos4/downloads/dashboard.html', 'newOS4 Dashboard', 'width=1200,height=800');
+                    }
+                    return;
+                }
                 if (cmd === 'config') {
                     if (args.length === 0) {
                         this.print('=== Terminal Config ===', 'info');
@@ -3930,7 +4013,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     if (action === 'add') { this.security.destructiveCmds.add(args[1]); }
                     else if (action === 'remove') { this.security.destructiveCmds.delete(args[1]); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_destructive', JSON.stringify([...this.security.destructiveCmds]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated destructive set (${this.security.destructiveCmds.size} commands)`, 'success');
                     return;
                 }
@@ -3946,7 +4029,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     if (action === 'add') { this.security.systemCmds.add(args[1]); }
                     else if (action === 'remove') { this.security.systemCmds.delete(args[1]); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_system', JSON.stringify([...this.security.systemCmds]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated system set (${this.security.systemCmds.size} commands)`, 'success');
                     return;
                 }
@@ -3962,7 +4045,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     if (action === 'add') { this.security.whitelist.add(args[1]); }
                     else if (action === 'remove') { this.security.whitelist.delete(args[1]); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_whitelist', JSON.stringify([...this.security.whitelist]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated whitelist (${this.security.whitelist.size} commands)`, 'success');
                     return;
                 }
@@ -3979,15 +4062,15 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     if (action === 'add') { this.security.suspiciousFlags.add(flag); }
                     else if (action === 'remove') { this.security.suspiciousFlags.delete(flag); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_flags', JSON.stringify([...this.security.suspiciousFlags]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated suspicious flags (${this.security.suspiciousFlags.size} flags)`, 'success');
                     return;
                 }
                 if (cmd === 'cmd-allow') { this._resolveCmdConfirm(true); return; }
                 if (cmd === 'cmd-deny') { this._resolveCmdConfirm(false); return; }
                 if (cmd === 'vfs' && args[0] === 'reset') {
-                    if (args[1] !== '--force') {
-                        this.print('⚠ This will permanently delete all files! Use vfs reset --force to confirm.', 'warning');
+                    if (args[1] !== '--confirm' && args[1] !== '--force') {
+                        this.print('⚠ This will permanently delete all files! Use vfs reset --confirm to confirm.', 'warning');
                         return;
                     }
                     this.fs.reset();
@@ -4029,8 +4112,8 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     return;
                 }
                 if (cmd === 'empty-trash') {
-                    if (args[0] !== '--force') {
-                        this.print('⚠ This will permanently delete all trashed files! Use empty-trash --force to confirm.', 'warning');
+                    if (args[0] !== '--confirm' && args[0] !== '--force') {
+                        this.print('⚠ This will permanently delete all trashed files! Use empty-trash --confirm to confirm.', 'warning');
                         return;
                     }
                     if (this.fs.emptyTrash()) {
@@ -4147,44 +4230,14 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                                   } catch (_e) {}
                               }
                               return; }
-                        catch (err) { this.print(`Error in ${modName}.${cmd}: ${err.message}`, 'error'); return; }
-                    }
-                }
-                // Enhanced: check fuzzy suggestions before showing "not found"
-                // Lazy-load: check if command belongs to an unloaded ext module
-                if (!this._extModuleCommandMap) {
-                    this._extModuleCommandMap = {};
-                    this._extModuleUrlMap = {};
-                    try {
-                        const idx = JSON.parse(localStorage.getItem('webx11_packages_index') || '{}');
-                        if (idx.packages) {
-                            for (const [key, pkg] of Object.entries(idx.packages)) {
-                                if (pkg.commands && Array.isArray(pkg.commands)) {
-                                    for (const c of pkg.commands) {
-                                        this._extModuleCommandMap[c] = key;
-                                        this._extModuleUrlMap[key] = pkg.url;
-                                    }
-                                }
-                            }
-                        }
-                    } catch (e) {}
-                }
-                if (this._extModuleCommandMap[cmd] && !this.moduleManager.modules[this._extModuleCommandMap[cmd]]) {
-                    const key = this._extModuleCommandMap[cmd];
-                    const url = this._extModuleUrlMap[key];
-                    if (url) {
-                        this.print('⏳ Loading module for "' + cmd + '"...', 'info');
-                        const loaded = await this.moduleManager.loadModuleFromURL(url);
-                        if (loaded) {
-                            // Retry dispatch
-                            const mod = this.moduleManager.modules[key];
-                            if (mod && mod.commands && mod.commands[cmd]) {
-                                try { await mod.commands[cmd](args); return; }
-                                catch (err) { this.print('Error: ' + err.message, 'error'); return; }
-                            }
+                        catch (err) {
+                            this.print(`Error in ${modName}.${cmd}: ${err.message}`, 'error');
+                            console.error(`[Terminal] Error in ${modName}.${cmd}:`, err);
+                            return;
                         }
                     }
                 }
+                // Enhanced: check fuzzy suggestions before showing "not found"
                 const suggestion = this.security.suggest(cmd);
                 if (suggestion && suggestion.dist <= 2 && suggestion.dist > 0) {
                     this.print(`Command not found: ${cmd}`, 'error');
@@ -4218,7 +4271,17 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     files.forEach(f => {
                         const div = document.createElement('div');
                         div.className = `file-item ${f.type === 'dir' ? 'dir' : ''}`;
-                        div.innerHTML = `<span>${f.type === 'dir' ? '📁' : '📄'} ${f.name}</span> <span style="font-size:0.8em">${f.size}b</span>`;
+                        const icon = document.createElement('span');
+                        icon.textContent = f.type === 'dir' ? '📁' : '📄';
+                        const name = document.createElement('span');
+                        name.textContent = ' ' + f.name;
+                        const size = document.createElement('span');
+                        size.style.fontSize = '0.8em';
+                        size.textContent = ' ' + f.size + 'b';
+                        div.appendChild(icon);
+                        div.appendChild(name);
+                        div.appendChild(document.createTextNode(' '));
+                        div.appendChild(size);
                         div.onclick = () => {
                             if (f.type === 'file') {
                                 const content = this.fs.readFile(f.name);
@@ -4257,14 +4320,29 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 modules.forEach(mod => {
                     const div = document.createElement('div');
                     div.className = `module-item ${mod.loaded ? '' : 'disabled'}`;
-                    const badge = mod.url ? '' : '<span class="module-badge builtin">Built-in</span>';
-                    div.innerHTML = `
-                        <div>
-                            <strong>${mod.name}</strong>${badge}
-                            <div style="font-size:0.8em; color:#666">${mod.url || 'Built-in'}</div>
-                        </div>
-                        ${mod.url ? `<button class="btn btn-danger" onclick="webx11.removeModule('${mod.name}')" style="padding:4px 8px;">✕</button>` : ''}
-                    `;
+                    const info = document.createElement('div');
+                    const strong = document.createElement('strong');
+                    strong.textContent = mod.name;
+                    info.appendChild(strong);
+                    if (!mod.url) {
+                        const badge = document.createElement('span');
+                        badge.className = 'module-badge builtin';
+                        badge.textContent = 'Built-in';
+                        info.appendChild(badge);
+                    }
+                    const sub = document.createElement('div');
+                    sub.style.cssText = 'font-size:0.8em; color:#666';
+                    sub.textContent = mod.url || 'Built-in';
+                    info.appendChild(sub);
+                    div.appendChild(info);
+                    if (mod.url) {
+                        const btn = document.createElement('button');
+                        btn.className = 'btn btn-danger';
+                        btn.style.padding = '4px 8px';
+                        btn.textContent = '✕';
+                        btn.onclick = () => this.removeModule(mod.name);
+                        div.appendChild(btn);
+                    }
                     list.appendChild(div);
                 });
             }
@@ -4376,6 +4454,7 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
             renderConfigList() {
                 const list = document.getElementById('config-list');
                 if (!list) return;
+                list.innerHTML = '';
                 const prefix = 'webx11_config_';
                 const entries = [];
                 for (let i = 0; i < localStorage.length; i++) {
@@ -4388,14 +4467,28 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     list.innerHTML = '<div style="padding:20px; text-align:center; color:#666">No configuration saved.</div>';
                     return;
                 }
-                list.innerHTML = entries.map(e => {
-                    const displayVal = e.key.toLowerCase().includes('password') || e.key.toLowerCase().includes('token') || e.key.toLowerCase().includes('secret')
-                        ? '****' : e.value;
-                    return `<div class="module-item">
-                        <div><strong>${e.key}</strong> <span style="color:var(--text-muted)">${displayVal}</span></div>
-                        <button class="btn btn-danger" onclick="webx11.deleteConfigFromUI('${e.key.replace(/'/g, "\\'")}')" style="padding:4px 8px; font-size:0.8em">✕</button>
-                    </div>`;
-                }).join('');
+                entries.forEach(e => {
+                    const item = document.createElement('div');
+                    item.className = 'module-item';
+                    const info = document.createElement('div');
+                    const strong = document.createElement('strong');
+                    strong.textContent = e.key;
+                    info.appendChild(strong);
+                    const val = document.createElement('span');
+                    val.style.color = 'var(--text-muted)';
+                    const sensitive = /password|token|secret|key|private|credential|auth/i.test(e.key);
+                    val.textContent = sensitive ? '****' : e.value;
+                    info.appendChild(document.createTextNode(' '));
+                    info.appendChild(val);
+                    const btn = document.createElement('button');
+                    btn.className = 'btn btn-danger';
+                    btn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                    btn.textContent = '✕';
+                    btn.onclick = () => this.deleteConfigFromUI(e.key);
+                    item.appendChild(info);
+                    item.appendChild(btn);
+                    list.appendChild(item);
+                });
             }
             addConfigFromUI() {
                 const key = document.getElementById('config-key-input').value.trim();
@@ -4448,10 +4541,24 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                 // Stats
                 if (statsEl) {
                     const cats = new Set(Object.values(index).map(s => s.category || 'general'));
-                    statsEl.innerHTML = `<span>📚 ${names.length} skills</span><span>📂 ${cats.size} categories</span>${query ? `<span>🔍 ${filtered.length} match '${query}'</span>` : ''}`;
+                    statsEl.innerHTML = '';
+                    const totalSpan = document.createElement('span');
+                    totalSpan.textContent = '📚 ' + names.length + ' skills';
+                    statsEl.appendChild(totalSpan);
+                    const catSpan = document.createElement('span');
+                    catSpan.textContent = '📂 ' + cats.size + ' categories';
+                    statsEl.appendChild(catSpan);
+                    if (query) {
+                        const matchSpan = document.createElement('span');
+                        matchSpan.textContent = '🔍 ' + filtered.length + ' match';
+                        statsEl.appendChild(matchSpan);
+                    }
                 }
                 if (filtered.length === 0) {
-                    list.innerHTML = '<div style="padding:20px; text-align:center; color:#666">' + (query ? 'No skills match your search.' : 'No skills yet. Create one below!') + '</div>';
+                    const empty = document.createElement('div');
+                    empty.style.cssText = 'padding:20px; text-align:center; color:#666';
+                    empty.textContent = query ? 'No skills match your search.' : 'No skills yet. Create one below!';
+                    list.appendChild(empty);
                     return;
                 }
                 // Group by category
@@ -4477,18 +4584,41 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                         const tags = (s.tags || []).join(', ');
                         const div = document.createElement('div');
                         div.className = 'module-item';
-                        div.innerHTML = `
-                            <div>
-                                <strong style="color:var(--success-color)">${name}</strong>
-                                <div style="font-size:0.85em; color:#aaa">${s.description || ''}</div>
-                                <div style="font-size:0.75em; color:#666">${tags ? '🏷 ' + tags : ''}</div>
-                            </div>
-                            <div style="display:flex;gap:4px">
-                                <button class="btn" onclick="webx11.viewSkillUI('${name}')" style="padding:4px 8px; font-size:0.8em">👁</button>
-                                <button class="btn" onclick="webx11.editSkillUI('${name}')" style="padding:4px 8px; font-size:0.8em">✏️</button>
-                                <button class="btn btn-danger" onclick="webx11.deleteSkillUI('${name}')" style="padding:4px 8px; font-size:0.8em">✕</button>
-                            </div>
-                        `;
+                        const info = document.createElement('div');
+                        const strong = document.createElement('strong');
+                        strong.style.color = 'var(--success-color)';
+                        strong.textContent = name;
+                        info.appendChild(strong);
+                        const desc = document.createElement('div');
+                        desc.style.cssText = 'font-size:0.85em; color:#aaa';
+                        desc.textContent = s.description || '';
+                        info.appendChild(desc);
+                        const tagsDiv = document.createElement('div');
+                        tagsDiv.style.cssText = 'font-size:0.75em; color:#666';
+                        tagsDiv.textContent = tags ? '🏷 ' + tags : '';
+                        info.appendChild(tagsDiv);
+                        const actions = document.createElement('div');
+                        actions.style.cssText = 'display:flex;gap:4px';
+                        const viewBtn = document.createElement('button');
+                        viewBtn.className = 'btn';
+                        viewBtn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                        viewBtn.textContent = '👁';
+                        viewBtn.onclick = () => this.viewSkillUI(name);
+                        const editBtn = document.createElement('button');
+                        editBtn.className = 'btn';
+                        editBtn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                        editBtn.textContent = '✏️';
+                        editBtn.onclick = () => this.editSkillUI(name);
+                        const delBtn = document.createElement('button');
+                        delBtn.className = 'btn btn-danger';
+                        delBtn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                        delBtn.textContent = '✕';
+                        delBtn.onclick = () => this.deleteSkillUI(name);
+                        actions.appendChild(viewBtn);
+                        actions.appendChild(editBtn);
+                        actions.appendChild(delBtn);
+                        div.appendChild(info);
+                        div.appendChild(actions);
                         body.appendChild(div);
                     }
                     section.appendChild(body);
@@ -4552,9 +4682,9 @@ Only output XML function calls for tool tasks. If no tool is needed, answer norm
                     alert(`Skill '${name}' already exists. Delete it first or use skill-patch command.`);
                     return;
                 }
-                let content = contentInput || `---\nname: ${name}\ndescription: ${description}\ntags: [${tags.join(', ')}]\ncategory: ${category}\n---\n## Steps\n1. (to be filled)\n`;
+                let content = contentInput || `---\nname: ${this._escapeYamlString(name)}\ndescription: ${this._escapeYamlString(description)}\ntags: [${tags.map(t => this._escapeYamlString(t)).join(', ')}]\ncategory: ${this._escapeYamlString(category)}\n---\n## Steps\n1. (to be filled)\n`;
                 if (!content.startsWith('---')) {
-                    content = `---\nname: ${name}\ndescription: ${description}\ntags: [${tags.join(', ')}]\ncategory: ${category}\n---\n${content}`;
+                    content = `---\nname: ${this._escapeYamlString(name)}\ndescription: ${this._escapeYamlString(description)}\ntags: [${tags.map(t => this._escapeYamlString(t)).join(', ')}]\ncategory: ${this._escapeYamlString(category)}\n---\n${content}`;
                 }
                 fs.writeFile(`/skills/${name}.md`, content);
                 const index = fs.fsReadJSON('/skills/index.json') || {};
@@ -7093,11 +7223,14 @@ class OllamaModule {
                     const mod = this._getMod(name);
                     if (!mod) return this.terminal.print(`Module not found: ${name}`, 'error');
                     const mm = this.terminal.moduleManager;
+                    // Find the module's URL from registry
                     const regEntry = mm.moduleRegistry.find(m => m.name === name);
                     const url = regEntry ? regEntry.url : null;
                     if (!url) return this.terminal.print(`Module '${name}' has no URL — cannot reload (built-in)`, 'warning');
                     this.terminal.print(`🔄 Reloading '${name}' from ${url}...`, 'info');
+                    // Unregister old instance
                     mm.unregisterModule(name);
+                    // Re-fetch and re-register
                     const success = await mm.loadModuleFromURL(url);
                     if (success) {
                         this.terminal.print(`✅ Module '${name}' reloaded successfully`, 'success');
@@ -7768,13 +7901,31 @@ buildSystemPrompt() {
                 } catch (e) {}
                 let base = `Current date: ${dateStr} (${dayStr}) ${timeStr}${nvfsNote}\n`
                     + 'VFS→Modules→AI. nvfs-index for commands. Tool→Observe→Answer. nvfs-resolve. Destructive cmds need confirm.\n'
-                    + 'FS: list/read/write/delete | NVFS: nvfs-resolve | Web: search/fetch [POST=method+body] | Mod: view/edit/test/reload | Config | Skills | VaultMind: vaultmind_connect(network) — connect wallet, vaultmind_status — check session, vaultmind_query(ep,msg,agent) — Hyperliquid prices/portfolio/chat | wallet_lookup(address) — read-only portfolio for any wallet | get_usage_stats(model,provider,since_hours) — LLM token/latency stats\n'
-                    + 'web_fetch tool: GET for normal pages (returns title+content+word_count), POST for JSON APIs like Hyperliquid /info (pass method="POST" and body as JSON string).\n'
-                    + 'Other: floating, webdav, cron, vault, sandbox, agents, wpm, mindmap, memgraph, guardrail, wget, tar, secret-* — discoverable via help. '
-                    + 'JS: node <file.js> executes JS from VFS (alias for js-run), node -e "expr" for inline eval. No real Node.js runtime — browser JS only.';
+                    + 'FS: list/read/write/delete | NVFS: nvfs-resolve | Web: search/fetch [POST=method+body] | Mod: view/edit/test/reload | Config | Skills | VaultMind | wallet-lookup | get_usage_stats\\n'
+                    + 'web_fetch: GET for pages, POST with method+body for JSON APIs. JS: node <file.js> or node -e "expr" (browser JS only).\n'
+                    + 'Other: floating, webdav, cron, vault, sandbox, agents, wpm, mindmap, memgraph, world-model, predict, guardrail, tar, secret-* — via help.\n'
+                    + 'predict_task: estimate duration before complex tasks. world_model_query: ask about system state, changes, health.';
                 if (profilePrompt) {
                     base = profilePrompt + '\n\n' + base;
                 }
+                // Apply agent loop profile prepend/append directives
+                var lp = this._activeLoopProfile;
+                if (lp && lp.systemPrompt) {
+                    if (lp.systemPrompt.prepend) base = lp.systemPrompt.prepend + '\n\n' + base;
+                    if (lp.systemPrompt.append) base = base + '\n\n' + lp.systemPrompt.append;
+                }
+                // Inject auto-fix suggestions from DebugSupervisorModule
+                try {
+                    var ds = this.terminal?.moduleManager?.modules?.DebugSupervisorModule;
+                    if (ds && this._autoFixSuggestions && this._autoFixSuggestions.length > 0) {
+                        base += '\n\n[Auto-Fix Suggestions]\n';
+                        for (var fi = 0; fi < this._autoFixSuggestions.length; fi++) {
+                            var s = this._autoFixSuggestions[fi];
+                            base += '- ' + s.module + ': ' + s.suggestion + ' (' + s.reason + ')\n';
+                        }
+                        base += '[/Auto-Fix Suggestions]';
+                    }
+                } catch (e) {}
                 return base;
             }
             getToolDefinitions() {
@@ -7784,13 +7935,13 @@ buildSystemPrompt() {
             _filterToolsByProfile(allTools) {
                 var p = this._activeLoopProfile;
                 if (!p || !p.tools) return allTools;
-                if (p.tools.mode === "all") {
+                if (p.tools.mode === 'all') {
                     if (p.tools.disabled && p.tools.disabled.length > 0) {
                         return allTools.filter(function(t) { return p.tools.disabled.indexOf(t.function.name) === -1; });
                     }
                     return allTools;
                 }
-                if (p.tools.mode === "custom" && p.tools.enabled && p.tools.enabled.length > 0) {
+                if (p.tools.mode === 'custom' && p.tools.enabled && p.tools.enabled.length > 0) {
                     return allTools.filter(function(t) { return p.tools.enabled.indexOf(t.function.name) !== -1; });
                 }
                 return allTools;
@@ -7838,6 +7989,13 @@ buildSystemPrompt() {
                         description: 'System status: FS, modules, memory',
                         parameters: { type: 'object', properties: {}, required: [] }
                     }
+                }, {
+                    type: 'function',
+                    function: {
+                        name: 'get_dashboard_data',
+                        description: 'Full dashboard telemetry: modules, agents, memory, VFS, Ollama, token usage, tool latency, system health',
+                        parameters: { type: 'object', properties: {}, required: [] }
+                    }
                 }, {
                     type: 'function',
                     function: {
@@ -7907,15 +8065,18 @@ buildSystemPrompt() {
                     type: 'function',
                     function: {
                         name: 'edit_module',
-                        description: 'Edit module source (DESTRUCTIVE)',
-                        parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' } }, required: ['name'] }
+                        description: 'Edit module source (DESTRUCTIVE). If code is provided, writes directly to VFS and auto-tests. If no code, opens the visual editor (requires manual Save).',
+                        parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' }, code: { type: 'string', description: 'Full new source code. When provided, writes directly and auto-tests without opening the editor.' } }, required: ['name'] }
                     }
                 }, {
                     type: 'function',
                     function: {
                         name: 'test_module',
-                        description: 'Test edited module from /_mods/',
-                        parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' } }, required: ['name'] }
+                        description: 'Test an edited module: loads it, checks JS errors, verifies commands registered, runs optional test assertions. Auto-rolls-back on failure.',
+                        parameters: { type: 'object', properties: {
+                            name: { type: 'string', description: 'Module class name' },
+                            tests: { type: 'array', description: 'Optional test assertions: [{command, expect}]', items: { type: 'object', properties: { command: { type: 'string' }, expect: { type: 'string' } } } }
+                        }, required: ['name'] }
                     }
                 }, {
                     type: 'function',
@@ -8116,7 +8277,7 @@ buildSystemPrompt() {
                             required: []
                         }
                     }
-}, {
+                }, {
                     type: 'function',
                     function: {
                         name: 'smart_context_set',
@@ -8143,35 +8304,11 @@ buildSystemPrompt() {
                             required: ['topic']
                         }
                     }
-                }, {
-                    type: 'function',
-                    function: {
-                        name: 'create_3d_scene',
-                        description: 'Create a 3D scene with Three.js objects. Supports: boxes, spheres, torus, text, particles, lines. Also supports presets: "solar" (solar system), "grid" (color grid). Describe what you want in natural language and the module will parse it.',
-                        parameters: {
-                            type: 'object',
-                            properties: {
-                                description: { type: 'string', description: 'Natural language description of the 3D scene (e.g. "a red box and two blue spheres with particles")' }
-                            },
-                            required: ['description']
-                        }
-                    }
-                }, {
-                    type: 'function',
-                    function: {
-                        name: 'visualize_mindmap_3d',
-                        description: 'Render the current mindmap as an interactive 3D force-directed graph with colored spheres and curved connecting lines. Requires MindmapModule to have an active mindmap.',
-                        parameters: {
-                            type: 'object',
-                            properties: {},
-                            required: []
-                        }
-                    }
                 }, {
                     type: 'function',
                     function: {
                         name: 'vaultmind_query',
-                        description: "Query VaultMind AI for Hyperliquid market data (prices, portfolio, transactions, copy-trade) or ask an AI agent. Uses same-origin /vmai/ API.",
+                        description: "Query VaultMind AI for Hyperliquid market data (prices, portfolio, transactions, copy-trade) or ask an AI agent. Uses same-origin /vmai-api/ API.",
                         parameters: {
                             type: 'object',
                             properties: {
@@ -8234,8 +8371,132 @@ buildSystemPrompt() {
                             required: []
                         }
                     }
-                }];
-            }
+                }, {
+                    type: 'function',
+                    function: {
+                        name: 'agent_loop_list',
+                            description: 'List all available agent loop profiles with their settings and benchmark results.',
+                            parameters: { type: 'object', properties: {}, required: [] }
+                        }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'agent_loop_switch',
+                            description: 'Switch to a named agent loop profile. Changes tools, max turns, system prompt directives, and loop behavior.',
+                            parameters: {
+                                type: 'object',
+                                properties: { name: { type: 'string', description: 'Profile name to switch to' } },
+                                required: ['name']
+                            }
+                        }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'agent_loop_create',
+                            description: 'Create a new agent loop profile with custom settings (tools, max turns, temperature, system prompt directives).',
+                            parameters: {
+                                type: 'object',
+                                properties: {
+                                    name: { type: 'string', description: 'Profile name (lowercase, hyphens)' },
+                                    description: { type: 'string', description: 'Profile description' },
+                                    maxTurns: { type: 'number', description: 'Max tool turns (default: 8)' },
+                                    toolsMode: { type: 'string', description: 'all or custom', enum: ['all', 'custom'] },
+                                    toolsEnabled: { type: 'array', items: { type: 'string' }, description: 'Tool names to enable (if mode=custom)' },
+                                    toolsDisabled: { type: 'array', items: { type: 'string' }, description: 'Tool names to disable (if mode=all)' },
+                                    prependPrompt: { type: 'string', description: 'Directive to prepend to system prompt' },
+                                    appendPrompt: { type: 'string', description: 'Directive to append to system prompt' }
+                                },
+                                required: ['name']
+                            }
+                        }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'agent_loop_benchmark',
+                            description: 'Run the benchmark suite on a specified agent loop profile. Returns task results with latency, tokens, and pass/fail.',
+                            parameters: {
+                                type: 'object',
+                                properties: {
+                                    profile: { type: 'string', description: 'Profile name to benchmark (default: active)' },
+                                    tasks: { type: 'array', items: { type: 'string' }, description: 'Specific task IDs to run (default: all)' }
+                                },
+                                required: []
+                            }
+                        }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'predict_task',
+                            description: 'Predict task duration, tool turns, and confidence based on historical execution data. Use before starting complex tasks to estimate resource needs.',
+                            parameters: {
+                                type: 'object',
+                                properties: {
+                                    task: { type: 'string', description: 'Task description to predict' }
+                                },
+                                required: ['task']
+                            }
+                        }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'world_model_query',
+                            description: 'Query the system world model for self-awareness: modules, skills, files, agents, health, memory graph, recent changes, active projects, telemetry. Ask questions like "what changed" or "how many modules".',
+                            parameters: {
+                                type: 'object',
+                                properties: {
+                                    question: { type: 'string', description: 'What to ask: modules, skills, files, agents, health, memory, changes, projects, telemetry, summary' }
+                                },
+                                required: ['question']
+                            }
+                        }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'health_check',
+                                description: 'Run a system health check after a module edit. Verifies: no JS errors, all core commands work, world model is valid, agents are alive.',
+                                parameters: { type: 'object', properties: {} }
+                            }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'diff_module',
+                                description: 'Show a diff between the original module source and the edited version in _mods/. Returns line-by-line changes.',
+                                parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' } }, required: ['name'] }
+                            }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'ship_module',
+                                description: 'Full pipeline: edit → test → health_check → regression suite. Auto-rolls-back on any failure. Set commit:true to also persist to server (requires human approval). Without commit, runs as dry-run.',
+                                parameters: { type: 'object', properties: {
+                                    name: { type: 'string', description: 'Module class name' },
+                                    code: { type: 'string', description: 'Full new source code' },
+                                    tests: { type: 'array', description: 'Test assertions [{command, expect}]', items: { type: 'object', properties: { command: { type: 'string' }, expect: { type: 'string' } } } },
+                                    commit: { type: 'boolean', description: 'If true, request server persistence (needs human approval). Default: false.' }
+                                }, required: ['name', 'code'] }
+                            }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'commit_module',
+                                description: 'Request to persist an edited module from VFS _mods/ to the server file system via WebDAV. Creates a pending commit — user must type commit-approve in the terminal to execute. Includes bundle sync and version bump.',
+                                parameters: { type: 'object', properties: {
+                                    name: { type: 'string', description: 'Module class name' },
+                                    file: { type: 'string', description: 'Target server path (e.g. modules/ext/shell.js). Auto-detect from module registry if omitted.' }
+                                }, required: ['name'] }
+                            }
+                        }
+                    ];
+                }
             getHelpInfo() {
                 return {
                     'ai': 'ai <question> — Ask the AI assistant anything',
@@ -8258,6 +8519,8 @@ buildSystemPrompt() {
                     'reset-mem': 'reset-mem — Reset AI memory (logs, context, profile, guardrails) without losing VFS or config',
                     'vaultmind-connect': 'vaultmind-connect [testnet|mainnet] — Connect VaultMind wallet using hyperliquid_key from SecretVault',
                     'vaultmind-status': 'vaultmind-status — Check VaultMind session status',
+                    'vaultmind-query': 'vaultmind-query <prices|portfolio|transactions|copy-trade|chat> [message] — Query VaultMind API',
+                    'wallet-lookup': 'wallet-lookup <address> — Look up Hyperliquid wallet summary',
                 };
             }
             registerCommands() {
@@ -8273,6 +8536,21 @@ buildSystemPrompt() {
                 this.commands['ai-model'] = (args) => this.showModel(args);
                 this.commands['ai-compress'] = () => this._manualCompress();
                 this.commands['ai-config'] = (args) => this.aiConfig(args);
+                this.commands['commit-approve'] = (args) => this._executeCommit(args.join(' '));
+                this.commands['commit-deny'] = () => {
+                    if (!this._pendingCommit) return this.terminal.print('No pending commit.', 'warning');
+                    const name = this._pendingCommit.name;
+                    this._pendingCommit = null;
+                    this.terminal.print('❌ Commit denied for ' + name, 'warning');
+                };
+                this.commands['commit-status'] = () => {
+                    if (!this._pendingCommit) return this.terminal.print('No pending commit.', 'info');
+                    const pc = this._pendingCommit;
+                    this.terminal.print('📋 Pending commit: ' + pc.name, 'info');
+                    this.terminal.print('  Target: ' + pc.serverPath, 'info');
+                    if (pc.bundlePath) this.terminal.print('  Bundle: ' + pc.bundlePath, 'info');
+                    this.terminal.print('  Changes: ' + pc.changes + ' line(s)', 'info');
+                };
                 this.commands['agent-loops'] = (args) => this.agentLoopsCmd(args);
                 this.commands['bench'] = (args) => this.benchCmd(args);
                 this.commands['bench-compare'] = (args) => this.benchCompareCmd(args);
@@ -8283,8 +8561,6 @@ buildSystemPrompt() {
                 this.commands['debug-ai-log'] = () => this._showToolCallLog();
                 this.commands['archive-list'] = () => this._archiveList();
                 this.commands['archive-read'] = (args) => this._archiveRead(args);
-                this.commands['workflow-list'] = () => this._workflowList();
-                this.commands['workflow-run'] = (args) => this._workflowRun(args);
                 this.commands['guardrail'] = (args) => this.guardrailCmd(args);
                 this.commands['guardrail-add'] = (args) => this.guardrailCmd(['add', ...args]);
                 this.commands['guardrail-remove'] = (args) => this.guardrailCmd(['remove', ...args]);
@@ -8295,6 +8571,8 @@ buildSystemPrompt() {
                 this.commands['reset-mem'] = () => this.resetMem();
                 this.commands['vaultmind-connect'] = (args) => this._vaultmindConnectCmd(args);
                 this.commands['vaultmind-status'] = () => this._vaultmindStatusCmd();
+                this.commands['vaultmind-query'] = (args) => this._vaultmindQueryCmd(args);
+                this.commands['wallet-lookup'] = (args) => this._walletLookupCmd(args);
             }
             async chat(args) {
                 const userMessage = args.join(' ');
@@ -8314,6 +8592,18 @@ buildSystemPrompt() {
                 }
                 this._chatLock = true;
                 this.terminal.markDirty();
+                // Auto-route context based on intent
+                try {
+                    const scm = this.terminal?.moduleManager?.modules?.SmartContextModule;
+                    if (scm && typeof scm.autoRouteContext === 'function') {
+                        const routeResult = scm.autoRouteContext(userMessage);
+                        if (routeResult.switched) {
+                            this.terminal.print('🔄 Context auto-switched: ' + routeResult.from + ' → ' + routeResult.to + ' (' + routeResult.confidence + '% confidence)', 'info');
+                            // Rebuild system prompt after context switch
+                            this.systemPrompt = this.buildSystemPrompt();
+                        }
+                    }
+                } catch (e) { console.warn('[AI] Auto-routing error:', e.message); }
                 // Re-read context from localStorage (auto-restore may have written it after init)
                 this._loadContext();
                 // Compress context if it exceeds the token threshold
@@ -8397,12 +8687,31 @@ buildSystemPrompt() {
                 if (loopResult.toolTurns >= 2 && !this._cancelled) {
                     await this.afterActionReflection(userMessage, loopResult.toolTurns);
                 }
+                // Feed result to predictor for learning (cold module activation)
+                if (loopResult && !this._cancelled && loopResult.toolTurns >= 1) {
+                    try {
+                        const predictor = this.terminal.moduleManager.modules['PredictorModule'];
+                        if (predictor && typeof predictor.recordResult === 'function') {
+                            const features = predictor._extractFeatures(userMessage);
+                            const duration = (Date.now() - lockStart) / 1000;
+                            predictor.recordResult(features, duration, loopResult.toolTurns, !this._cancelled);
+                        }
+                    } catch (e) { /* predictor learning is best-effort */ }
+                    // Record task in memory graph for direct AI conversations (not just orchestrator)
+                    try {
+                        const mg = this.terminal.moduleManager.modules['MemoryGraphModule'];
+                        if (mg && typeof mg.recordTask === 'function') {
+                            mg.recordTask(userMessage, loopResult.finalAnswer || '', 'ai-assistant');
+                        }
+                    } catch (e) { /* memory graph is best-effort */ }
+                }
+                // Self-improvement: post-run anomaly detection
                 if (loopResult && !this._cancelled) {
                     try {
                         var om = this.terminal ? this.terminal.ollamaManager : null;
                         var usageData = om && om._usageLog && om._usageLog.length > 0 ? om._usageLog[om._usageLog.length - 1] : null;
                         this._postRunReview(loopResult, this._toolCallLog.slice(-(loopResult.toolTurns || 0)), usageData);
-                    } catch (e) {}
+                    } catch (e) { /* self-improvement is best-effort */ }
                 }
                 // Auto-create skills from repeated errors
                 if (this._errorLog.length >= 3) {
@@ -8425,7 +8734,7 @@ buildSystemPrompt() {
                     // Log the AI interaction
                     this.terminal.log('INFO', 'AI', 'Query: ' + userMessage.substring(0, 100));
                     if (loopResult && loopResult.toolTurns) {
-                        var toolNames = this._toolCallLog.slice(-(loopResult.toolTurns || 0)).map(function(e) { return e.name; }).join(', ');
+                        const toolNames = this._toolCallLog.slice(-(loopResult.toolTurns || 0)).map(function(e) { return e.name; }).join(', ');
                         this.terminal.log('INFO', 'AI', 'Used ' + loopResult.toolTurns + ' tool(s): ' + toolNames);
                     }
                 }
@@ -8449,6 +8758,280 @@ buildSystemPrompt() {
                     });
                 }
             }
+            // ─── Self-Improvement Helpers ───
+            async _captureCommandOutput(cmd) {
+                const originalPrint = this.terminal.print.bind(this.terminal);
+                let output = '';
+                this.terminal.print = (text, type) => { output += text + '\n'; };
+                try { await this.terminal.security.checkAndRun(cmd); }
+                finally { this.terminal.print = originalPrint; }
+                return output.trim();
+            }
+            async _captureShellCommand(cmd) {
+                // Routes through executeCommand (shell parser) for >, |, &&, export, etc.
+                const originalPrint = this.terminal.print.bind(this.terminal);
+                let output = '';
+                this.terminal.print = (text, type) => { output += text + '\n'; };
+                try { await this.terminal.executeCommand(cmd); }
+                finally { this.terminal.print = originalPrint; }
+                return output.trim();
+            }
+            async _captureConsoleErrors(durationMs) {
+                durationMs = durationMs || 500;
+                var errors = [];
+                var origError = console.error;
+                var origOnError = window.onerror;
+                console.error = function() {
+                    var args = Array.prototype.slice.call(arguments);
+                    errors.push(args.join(' '));
+                };
+                window.onerror = function(msg, src, line, col, err) {
+                    errors.push(msg + (err ? ' — ' + err.message : ''));
+                };
+                await new Promise(function(r) { setTimeout(r, durationMs); });
+                console.error = origError;
+                window.onerror = origOnError;
+                return errors;
+            }
+            _regressionTasks() {
+                return [
+                    { id: 'shell-export', module: 'ShellModule', command: 'export REGTEST=ok', expect: 'REGTEST', useShell: true },
+                    { id: 'shell-redirect', module: 'ShellModule', command: 'echo hi > _regtest.txt', expect: 'Redirected', useShell: true },
+                    { id: 'shell-chain', module: 'ShellModule', command: 'echo a && echo b', expect: 'b', useShell: true },
+                    { id: 'shell-pipe', module: 'ShellModule', command: 'echo hello | grep hello', expect: 'hello', useShell: true },
+                    { id: 'fs-ls', module: 'SystemModule', command: 'ls', expect: '' },
+                    { id: 'fs-pwd', module: 'SystemModule', command: 'pwd', expect: '/' },
+                    { id: 'orch-agents', module: 'OrchestratorModule', command: 'list-agents', expect: 'agent' },
+                    { id: 'ai-tools', module: 'WebX11AIAssistantModule', command: 'list_modules', expect: 'Module' },
+                    { id: 'calc-basic', module: 'CalcModule', command: 'calc 1+1', expect: '2' },
+                    { id: 'calc-advanced', module: 'CalcModule', command: 'calc 2*3', expect: '6' },
+                    { id: 'webdav-ls', module: 'WebDAVModule', command: 'webdav-ls', expect: '' },
+                    { id: 'cron-list', module: 'CronModule', command: 'cron-list', expect: '' },
+                    { id: 'theme-list', module: 'ThemeModule', command: 'theme-list', expect: '' },
+                    { id: 'mindmap-list', module: 'MindmapModule', command: 'mindmap-list', expect: '' },
+                    { id: 'media-status', module: 'MediaModule', command: 'media-status', expect: '' },
+                    { id: 'skill-list', module: 'SkillPackCoreModule', command: 'skill-list', expect: '' },
+                    { id: 'crypto-encode', module: 'CryptoGzipModule', command: 'crypto-encode test', expect: '' },
+                    { id: 'debug-toggle', module: 'DebugPanelModule', command: 'debug', expect: '' },
+                    { id: 'voice-status', module: 'VoiceModule', command: 'voice-status', expect: '' },
+                    { id: 'wpm-status', module: 'WPMModule', command: 'wpm-status', expect: '' },
+                    { id: 'console-help', module: 'ConsoleModule', command: 'console-help', expect: '' },
+                    { id: 'tutorial-status', module: 'TutorialModule', command: 'tutorial-status', expect: '' },
+                ];
+            }
+            async _runRegressionSuite(moduleName) {
+                const tests = this._regressionTasks().filter(t => t.module === moduleName);
+                if (tests.length === 0) return { module: moduleName, total: 0, passed: 0, failed: 0, results: [], allPassed: true, message: 'No regression tests for ' + moduleName };
+                const results = [];
+                for (const t of tests) {
+                    try {
+                        const out = t.useShell ? await this._captureShellCommand(t.command) : await this._captureCommandOutput(t.command);
+                        const pass = t.expect ? out.includes(t.expect) : out.length > 0;
+                        results.push({ id: t.id, command: t.command, pass, output: out.substring(0, 100) });
+                    } catch (e) {
+                        results.push({ id: t.id, command: t.command, pass: false, output: 'Error: ' + e.message });
+                    }
+                }
+                const passed = results.filter(r => r.pass).length;
+                return { module: moduleName, total: results.length, passed, failed: results.length - passed, results, allPassed: passed === results.length };
+            }
+            // ─── Phase D: Server Persistence ───
+            async _webdavPush(remotePath, content) {
+                const webdav = this.terminal.moduleManager.modules['WebDAVModule'];
+                if (!webdav) throw new Error('WebDAV module not loaded');
+                // Use the webdav module's internal request method
+                const resp = await webdav._webdavRequest('PUT', remotePath, {
+                    body: content,
+                    headers: { 'Content-Type': 'text/plain' }
+                });
+                if (!resp.ok && resp.status !== 201 && resp.status !== 204) {
+                    throw new Error('WebDAV PUT failed: HTTP ' + resp.status);
+                }
+                return true;
+            }
+            async _webdavGet(remotePath) {
+                const webdav = this.terminal.moduleManager.modules['WebDAVModule'];
+                if (!webdav) throw new Error('WebDAV module not loaded');
+                const resp = await webdav._webdavRequest('GET', remotePath);
+                if (!resp.ok) throw new Error('WebDAV GET failed: HTTP ' + resp.status);
+                return await resp.text();
+            }
+            _extractClassName(code) {
+                const m = code.match(/^class\s+(\w+)/m);
+                return m ? m[1] : null;
+            }
+            _extractClassBlock(code, className) {
+                // Extract the class definition from standalone code (without self-registration block)
+                const classStart = code.indexOf('class ' + className);
+                if (classStart === -1) return null;
+                // Find matching closing brace by counting
+                let depth = 0;
+                let end = classStart;
+                for (let i = classStart; i < code.length; i++) {
+                    if (code[i] === '{') depth++;
+                    else if (code[i] === '}') {
+                        depth--;
+                        if (depth === 0) { end = i + 1; break; }
+                    }
+                }
+                return code.substring(classStart, end);
+            }
+            async _syncBundle(bundlePath, modName, newCode) {
+                try {
+                    // Download current bundle
+                    const bundle = await this._webdavGet(bundlePath);
+                    // Find the class block in the bundle
+                    const className = modName;
+                    const classStart = bundle.indexOf('class ' + className);
+                    if (classStart === -1) return { synced: false, reason: 'Class not found in bundle' };
+                    // Find matching closing brace
+                    let depth = 0;
+                    let classEnd = classStart;
+                    for (let i = classStart; i < bundle.length; i++) {
+                        if (bundle[i] === '{') depth++;
+                        else if (bundle[i] === '}') {
+                            depth--;
+                            if (depth === 0) { classEnd = i + 1; break; }
+                        }
+                    }
+                    // Extract new class block from the edited code
+                    const newClassBlock = this._extractClassBlock(newCode, className);
+                    if (!newClassBlock) return { synced: false, reason: 'Could not extract class from new code' };
+                    // Replace in bundle
+                    const newBundle = bundle.substring(0, classStart) + newClassBlock + bundle.substring(classEnd);
+                    // Validate with vm.Script equivalent (Function constructor)
+                    try { new Function(newBundle); } catch (e) {
+                        return { synced: false, reason: 'Bundle syntax error after replace: ' + e.message };
+                    }
+                    // Upload
+                    await this._webdavPush(bundlePath, newBundle);
+                    return { synced: true, bytes: newBundle.length };
+                } catch (e) {
+                    return { synced: false, reason: e.message };
+                }
+            }
+            _parseVersion(ver) {
+                // Handle both old format (2026-07-06-v4.6.01) and new format (v4.6.01)
+                const m = ver.match(/v(\d+)\.(\d+)\.(\d+)/);
+                if (!m) return { major: 4, minor: 6, patch: 0 };
+                return { major: parseInt(m[1]), minor: parseInt(m[2]), patch: parseInt(m[3]) };
+            }
+            _bumpVersionString(ver) {
+                const v = this._parseVersion(ver);
+                return 'v' + v.major + '.' + v.minor + '.' + (v.patch + 1);
+            }
+            async _bumpVersion() {
+                // Read current version from the page
+                const currentVer = window.NEWOS4_VERSION || 'v4.6.01';
+                const newVer = this._bumpVersionString(currentVer);
+                // 1. Update main.html — replace all ?v= occurrences
+                const mainHtml = await this._webdavGet('main.html');
+                const updatedHtml = mainHtml.replace(/\?v=[^"']+/g, '?v=' + newVer);
+                await this._webdavPush('main.html', updatedHtml);
+                // 2. Update module-loader.js — replace LATEST_VER
+                const loader = await this._webdavGet('modules/core/module-loader.js');
+                const updatedLoader = loader.replace(/const LATEST_VER = '[^']+'/, "const LATEST_VER = '" + newVer + "'");
+                await this._webdavPush('modules/core/module-loader.js', updatedLoader);
+                return { from: currentVer, to: newVer };
+            }
+            _calculateConfidence(modName, testResult, healthResult, regResult, changeCount) {
+                var score = 100;
+                if (changeCount > 50) score -= 20;
+                if (changeCount > 100) score -= 20;
+                if (regResult.total === 0) score -= 30;
+                var critical = ['ShellModule', 'SystemModule', 'OrchestratorModule', 'WebX11AIAssistantModule'];
+                if (critical.indexOf(modName) !== -1) score -= 15;
+                if (testResult.tests && testResult.tests.length >= 3) score += 10;
+                if (healthResult.jsErrors && healthResult.jsErrors.length > 0) score -= 50;
+                return Math.max(0, Math.min(100, score));
+            }
+
+            async _executeCommit(comment) {
+                const pc = this._pendingCommit;
+                if (!pc) return this.terminal.print('No pending commit. Use commit_module first.', 'warning');
+                // Rate limit check
+                const today = new Date().toISOString().split('T')[0];
+                const commitLog = this.terminal.fs.fsReadJSON('/_mods/commit-log.json') || {};
+                if (commitLog[today] && commitLog[today] >= 5) {
+                    return this.terminal.print('⚠️ Rate limit: 5 commits today. Try tomorrow.', 'warning');
+                }
+                // Cooldown check (10 min)
+                if (commitLog._lastCommitTime && Date.now() - commitLog._lastCommitTime < 600000) {
+                    const wait = Math.ceil((600000 - (Date.now() - commitLog._lastCommitTime)) / 60000);
+                    return this.terminal.print('⏱ Cooldown: ' + wait + ' min until next commit.', 'warning');
+                }
+                this.terminal.print('🚀 Executing commit for ' + pc.name + '...', 'info');
+                const results = { module: pc.name, steps: [] };
+                // Step 1: Push standalone file
+                try {
+                    await this._webdavPush(pc.serverPath, pc.code);
+                    results.steps.push({ step: 'standalone', status: 'ok', path: pc.serverPath });
+                    this.terminal.print('  ✅ Standalone: ' + pc.serverPath, 'success');
+                } catch (e) {
+                    results.steps.push({ step: 'standalone', status: 'fail', error: e.message });
+                    this.terminal.print('  ❌ Standalone failed: ' + e.message, 'error');
+                    return results;
+                }
+                // Step 1b: Post-commit syntax verification
+                try {
+                    const verifyResp = await fetch(pc.serverPath + '?v=' + Date.now());
+                    const committedCode = await verifyResp.text();
+                    new Function(committedCode);
+                    results.steps.push({ step: 'verify', status: 'ok' });
+                    this.terminal.print('  ✅ Post-commit syntax check passed', 'success');
+                } catch (e) {
+                    results.steps.push({ step: 'verify', status: 'fail', error: e.message });
+                    this.terminal.print('  ❌ Post-commit syntax check failed: ' + e.message, 'error');
+                    // Auto-revert
+                    try {
+                        await this._webdavPush(pc.serverPath, pc.origCode || '');
+                        this.terminal.print('  ⏪ Auto-reverted to original code', 'warning');
+                        results.reverted = true;
+                        results.syntaxError = e.message;
+                    } catch (revertErr) {
+                        this.terminal.print('  ❌ Auto-revert FAILED: ' + revertErr.message, 'error');
+                        results.revertFailed = true;
+                    }
+                    this._pendingCommit = null;
+                    return results;
+                }
+                // Step 2: Sync bundle
+                if (pc.bundlePath) {
+                    try {
+                        const syncResult = await this._syncBundle(pc.bundlePath, pc.name, pc.code);
+                        results.steps.push({ step: 'bundle', status: syncResult.synced ? 'ok' : 'skip', detail: syncResult });
+                        if (syncResult.synced) this.terminal.print('  ✅ Bundle: ' + pc.bundlePath, 'success');
+                        else this.terminal.print('  ⚠️ Bundle sync skipped: ' + syncResult.reason, 'warning');
+                    } catch (e) {
+                        results.steps.push({ step: 'bundle', status: 'fail', error: e.message });
+                        this.terminal.print('  ❌ Bundle sync failed: ' + e.message, 'error');
+                    }
+                }
+                // Step 3: Bump version
+                try {
+                    const verResult = await this._bumpVersion();
+                    results.steps.push({ step: 'version', status: 'ok', from: verResult.from, to: verResult.to });
+                    this.terminal.print('  ✅ Version: ' + verResult.from + ' → ' + verResult.to, 'success');
+                    results.newVersion = verResult.to;
+                } catch (e) {
+                    results.steps.push({ step: 'version', status: 'fail', error: e.message });
+                    this.terminal.print('  ⚠️ Version bump failed: ' + e.message, 'warning');
+                }
+                // Step 4: Cleanup _mods/
+                this.terminal.fs.deleteFile('_mods/' + pc.name + '.js');
+                this.terminal.fs.deleteFile('_mods/' + pc.name + '.orig.js');
+                this.terminal.fs.deleteFile('_mods/' + pc.name + '.meta.json');
+                // Step 5: Rate limit update
+                commitLog[today] = (commitLog[today] || 0) + 1;
+                commitLog._lastCommitTime = Date.now();
+                this.terminal.fs.fsWriteJSON('/_mods/commit-log.json', commitLog);
+                // Clear pending
+                this._pendingCommit = null;
+                this.terminal.print('🎉 Commit complete! Refresh to load ' + (results.newVersion || 'new version'), 'success');
+                if (comment) this.terminal.print('  Comment: ' + comment, 'info');
+                results.success = true;
+                return results;
+            }
             _summarizeObservation(result, maxLen) {
                 if (!result || typeof result !== 'string' || result.length <= maxLen) return result || '';
                 const lines = result.split('\n');
@@ -8560,7 +9143,7 @@ buildSystemPrompt() {
                 var profile = this._activeLoopProfile || {};
                 var loopCfg = profile.loop || {};
                 var maxTurns = loopCfg.maxTurns || this.MAX_TOOL_TURNS;
-                var loopDetect = loopCfg.loopDetection || { enabled: false, threshold: 6, windowMs: 30000 };
+                var loopDetect = loopCfg.loopDetection || { enabled: true, threshold: 6, windowMs: 30000 };
                 var confEsc = loopCfg.confidenceEscalation || { enabled: true, threshold: 90 };
                 var finalPrompt = loopCfg.finalTurnPrompt || 'This is your last tool turn. You MUST provide a final answer after this tool call. Synthesize what you know.';
                 // Memory-augmented planning: inject prior loop lessons as negative constraints
@@ -8592,9 +9175,9 @@ buildSystemPrompt() {
                     if (this._cancelled) { this.terminal.print('AI loop cancelled', 'warning'); return { finalAnswer: null, toolTurns }; }
                     toolTurns++;
                     // On last turn, inject wrap-up prompt
-                    if (toolTurns === this.MAX_TOOL_TURNS) {
-                        this.terminal.print(`⏱ Final turn (${toolTurns}/${this.MAX_TOOL_TURNS}) — AI must provide final answer`, 'warning');
-                        messages.push({ role: 'system', content: 'This is your last tool turn. You MUST provide a final answer after this tool call. Synthesize what you know.' });
+                    if (toolTurns === maxTurns) {
+                        this.terminal.print(`⏱ Final turn (${toolTurns}/${maxTurns}) — AI must provide final answer`, 'warning');
+                        messages.push({ role: 'system', content: finalPrompt });
                     }
                     const thinkStart = Date.now();
                     const res = await this.terminal.ollamaManager.chatWithTools(messages, this.getToolDefinitions());
@@ -8613,7 +9196,7 @@ buildSystemPrompt() {
                             const vm = this.terminal.moduleManager && this.terminal.moduleManager.modules['VoiceModule'];
                             if (vm && vm.speakText) vm.speakText(text);
                         }
-                        this.terminal.print(`💬 AI answered (turn ${toolTurns}/${this.MAX_TOOL_TURNS}, ${thinkTime}s)`, 'info');
+                        this.terminal.print(`💬 AI answered (turn ${toolTurns}/${maxTurns}, ${thinkTime}s)`, 'info');
                         return { finalAnswer: text, toolTurns };
                     }
                     if (res.tool_calls && res.tool_calls.length > 0) {
@@ -8631,7 +9214,7 @@ buildSystemPrompt() {
                             entry.count++;
                             entry.ts = now;
                             _seenCalls.set(sig, entry);
-                            if (loopDetect.enabled !== false && entry.count >= (loopDetect.threshold || 6)) {
+                            if (entry.count >= (loopDetect.threshold || 6)) {
                                 this.terminal.print(`🔄 Loop detected: ${tc.function.name} called ${entry.count}x with same args in 30s — breaking loop`, 'warning');
                                 looping = true;
                                 break;
@@ -8642,7 +9225,7 @@ buildSystemPrompt() {
                             messages.push({ role: 'system', content: 'You are repeating the same tool call with identical arguments. Stop calling tools and provide your final answer based on what you already know.' });
                             continue;
                         }
-                        this.terminal.print(`🔧 AI wants ${res.tool_calls.length} tool(s) — turn ${toolTurns}/${this.MAX_TOOL_TURNS} (${thinkTime}s)`, 'info');
+                        this.terminal.print(`🔧 AI wants ${res.tool_calls.length} tool(s) — turn ${toolTurns}/${maxTurns} (${thinkTime}s)`, 'info');
                         messages.push(res.message);
                         let pendingText = res.message?.content || null;
                         const destructiveTools = res.tool_calls.filter(tc => this.isDestructive(tc.function.name, tc.function.arguments));
@@ -8702,15 +9285,15 @@ buildSystemPrompt() {
                         }
                         // Only block on destructive tools
                         if (destructiveTools.length > 0) {
-                            // 🎯 CONFIDENCE ESCALATION — auto-approve only if confidence >= 90%
+                            // 🎯 CONFIDENCE ESCALATION — auto-approve only if confidence >= threshold (from profile)
                             let autoApprove = false;
-                            if (pendingText) {
+                            if (confEsc.enabled !== false && pendingText) {
                                 const confidence = this._parseConfidence(pendingText);
-                                if (confidence !== null && confidence >= 90) {
+                                if (confidence !== null && confidence >= (confEsc.threshold || 90)) {
                                     autoApprove = true;
-                                    this.terminal.print(`🎯 AI confidence: ${confidence}% — auto-approved`, 'success');
+                                    this.terminal.print(`🎯 AI confidence: ${confidence}% — auto-approved (threshold: ${confEsc.threshold || 90}%)`, 'info');
                                 } else if (confidence !== null) {
-                                    this.terminal.print(`🎯 AI confidence: ${confidence}% — below 90% threshold, requiring manual approval`, 'warning');
+                                    this.terminal.print(`🎯 AI confidence: ${confidence}% — below ${confEsc.threshold || 90}% threshold, requiring manual approval`, 'warning');
                                 } else {
                                     this.terminal.print('🎯 No confidence declared for destructive action — requiring manual approval', 'warning');
                                 }
@@ -8795,7 +9378,7 @@ buildSystemPrompt() {
                 }
                 // Loop exited without final answer — auto-summary
                 const toolNames = Object.keys(this._commandFreq).slice(-3).join(', ');
-                this.terminal.print(`🤖 AI reached the ${toolTurns}/${this.MAX_TOOL_TURNS} tool limit.`, 'warning');
+                this.terminal.print(`🤖 AI reached the ${toolTurns}/${maxTurns} tool limit.`, 'warning');
                 this.terminal.print('Tools were executed but no final answer was produced — try a more specific query.', 'info');
                 return { finalAnswer: null, toolTurns };
             }
@@ -9275,7 +9858,7 @@ buildSystemPrompt() {
                 }
                 try {
                     this.terminal.fs.root = JSON.parse(JSON.stringify(this._shadowSnapshot));
-                    this.terminal.fs.saveToLocalStorage();
+                    this.terminal.fs.saveToStorage();
                     this._shadowSnapshot = null;
                     this.terminal.print('↩️ VFS rolled back to pre-shadow state', 'success');
                 } catch (e) {
@@ -9296,8 +9879,6 @@ buildSystemPrompt() {
                         'nvfs-index','nvfs-status','nvfs-resolve','nvfs-tree','nvfs-config','nvfs-alias','nvfs-sync',
                         'floating-add','floating-remove','floating-list','floating-pos','floating-clear','floating-toggle',
                         'debug','debug-ai','session-new','mem-debug','reset-mem',
-                        // Node bridge — alias for js-run
-                        'node',
                         // Synced from terminal whitelist — read-only orchestration/A2A/agent commands
                         'orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result',
                         'orchestrator-status','orchestrator-list','orchestrator-config','orchestrator-restart-policy',
@@ -9406,35 +9987,17 @@ buildSystemPrompt() {
                             const fs = this.terminal.fs;
                             const mm = this.terminal.moduleManager;
                             const om = this.terminal.ollamaManager;
-                            var agentInfo = {};
-                            try {
-                                var orch = mm.modules['OrchestratorModule'];
-                                var agentReg = mm.modules['AgentRegistryModule'];
-                                if (orch) {
-                                    var agents = orch._agents || {};
-                                    var busy = 0, failed = 0;
-                                    for (var ak in agents) {
-                                        var s = agents[ak].status;
-                                        if (s === 'busy') busy++;
-                                        if (s === 'failed' || s === 'restarting') failed++;
-                                    }
-                                    agentInfo.activeAgents = Object.keys(agents).length;
-                                    agentInfo.busyAgents = busy;
-                                    agentInfo.failedAgents = failed;
-                                }
-                                if (agentReg) {
-                                    agentInfo.registeredAgents = Object.keys(agentReg._agents || {}).length;
-                                }
-                            } catch (e) {}
                             return JSON.stringify({
                                 files: fs.ls().length,
                                 dirs: fs.currentPath.length ? '/' + fs.currentPath.join('/') : '/',
                                 modules: Object.keys(mm.modules).length,
                                 ollama: om.connected ? `Connected (${om.currentModel})` : 'Disconnected',
-                                memory: performance.memory ? (performance.memory.usedJSHeapSize / 1048576).toFixed(1) + 'MB' : 'N/A',
-                                agents: agentInfo
+                                memory: performance.memory ? (performance.memory.usedJSHeapSize / 1048576).toFixed(1) + 'MB' : 'N/A'
                             });
                         }
+                        case 'get_dashboard_data': {
+                            return JSON.stringify(await this._collectDashboardData());
+                        }
                         case 'get_help': {
                             const cmds = this.terminal.moduleManager.getAllCommands();
                             return JSON.stringify(Object.keys(cmds).sort());
@@ -9648,8 +10211,12 @@ buildSystemPrompt() {
                             if (!task) return JSON.stringify({ error: 'No task provided' });
                             const orch = this.terminal.moduleManager.modules['OrchestratorModule'];
                             if (!orch) return JSON.stringify({ error: 'Orchestrator not available' });
-                            orch.delegateTask(task);
-                            return JSON.stringify({ message: `Task delegated: ${task.substring(0, 80)}` });
+                            try {
+                                const result = await orch.delegateTask(task);
+                                return JSON.stringify({ success: true, task: task.substring(0, 80), result: typeof result === 'string' ? result.substring(0, 500) : 'completed' });
+                            } catch (e) {
+                                return JSON.stringify({ error: 'Delegation failed: ' + e.message });
+                            }
                         }
                         case 'spawn_agent': {
                             const role = a.role || 'worker';
@@ -9841,26 +10408,6 @@ buildSystemPrompt() {
                             mindmap._svg([]);
                             return JSON.stringify({ success: true, topic, children: added.length ? added : 'none', nodes: mindmap._countNodes(cur.root), rendered: 'inline SVG in terminal' });
                         }
-                        case 'create_3d_scene': {
-                            const three = this.terminal.moduleManager.modules['ThreeModule'];
-                            if (!three) return JSON.stringify({ error: 'ThreeModule not loaded' });
-                            try {
-                                const result = await three.createSceneFromDescription(a.description || '');
-                                return JSON.stringify({ success: true, result });
-                            } catch (e) {
-                                return JSON.stringify({ error: '3D scene creation failed: ' + e.message });
-                            }
-                        }
-                        case 'visualize_mindmap_3d': {
-                            const three = this.terminal.moduleManager.modules['ThreeModule'];
-                            if (!three) return JSON.stringify({ error: 'ThreeModule not loaded' });
-                            try {
-                                const result = await three.visualizeMindmap3D(a.name || '');
-                                return JSON.stringify({ success: true, result });
-                            } catch (e) {
-                                return JSON.stringify({ error: '3D mindmap visualization failed: ' + e.message });
-                            }
-                        }
                         case 'view_module':
                         case 'edit_module':
                         case 'test_module':
@@ -9922,7 +10469,7 @@ buildSystemPrompt() {
                                 return JSON.stringify({ error: 'Invalid endpoint. Valid: ' + validEps.join(', ') });
                             }
                             try {
-                                const epMap = { prices: '/vmai/market/prices', portfolio: '/vmai/portfolio', transactions: '/vmai/transactions/summary', 'copy-trade': '/vmai/copy-trading/traders', chat: '/vmai/chat' };
+                                const epMap = { prices: '/vmai-api/market/prices', portfolio: '/vmai-api/portfolio', transactions: '/vmai-api/transactions/summary', 'copy-trade': '/vmai-api/copy-trading/traders', chat: '/vmai-api/chat' };
                                 let url = epMap[ep];
                                 let opts = { method: 'GET', headers: { 'Accept': 'application/json' } };
                                 // Portfolio, transactions, copy-trade need auth token
@@ -9969,12 +10516,87 @@ buildSystemPrompt() {
                             const stats = om.getUsageStats(filters);
                             return JSON.stringify({ success: true, stats });
                         }
+                        case 'agent_loop_list': {
+                            var profiles = this._loopProfiles;
+                            var list = Object.keys(profiles).map(function(k) {
+                                var p = profiles[k];
+                                return { name: k, displayName: p.displayName, description: p.description, active: this._activeLoopProfile === p, maxTurns: p.loop ? p.loop.maxTurns : this.MAX_TOOL_TURNS, toolsMode: p.tools ? p.tools.mode : 'all', benchmark: p.benchmark || null };
+                            }.bind(this));
+                            return JSON.stringify({ profiles: list, count: list.length, active: this._activeLoopProfile ? this._activeLoopProfile.name : 'none' });
+                        }
+                        case 'agent_loop_switch': {
+                            var name = (a.name || '').trim();
+                            if (!name) return JSON.stringify({ error: 'Profile name required' });
+                            if (!this._loopProfiles[name]) return JSON.stringify({ error: "Profile '" + name + "' not found", available: Object.keys(this._loopProfiles) });
+                            this._switchLoopProfile(name);
+                            return JSON.stringify({ success: true, name: name, message: "Switched to '" + name + "'" });
+                        }
+                        case 'agent_loop_create': {
+                            var name = (a.name || '').trim().replace(/\s+/g, '-').toLowerCase();
+                            if (!name) return JSON.stringify({ error: 'Name required' });
+                            var base = this._defaultLoopProfile(name, a.description || 'Custom profile');
+                            if (a.maxTurns) base.loop.maxTurns = a.maxTurns;
+                            if (a.toolsMode) base.tools.mode = a.toolsMode;
+                            if (a.toolsEnabled) base.tools.enabled = a.toolsEnabled;
+                            if (a.toolsDisabled) base.tools.disabled = a.toolsDisabled;
+                            if (a.prependPrompt) base.systemPrompt.prepend = a.prependPrompt;
+                            if (a.appendPrompt) base.systemPrompt.append = a.appendPrompt;
+                            this._loopProfiles[name] = base;
+                            this._saveLoopProfiles();
+                            return JSON.stringify({ success: true, name: name, message: "Profile '" + name + "' created" });
+                        }
+                        case 'agent_loop_benchmark': {
+                            var profileName = a.profile || (this._activeLoopProfile ? this._activeLoopProfile.name : 'default');
+                            var taskIds = a.tasks;
+                            this._runBenchmark(profileName, taskIds).then(function(results) {
+                                this.terminal.print("📊 Benchmark complete for '" + profileName + "'", 'success');
+                            }.bind(this)).catch(function(e) {
+                                this.terminal.print('Benchmark error: ' + e.message, 'error');
+                            }.bind(this));
+                            return JSON.stringify({ success: true, message: "Benchmark started on '" + profileName + "'", tasks: taskIds || 'all' });
+                        }
+                        case 'predict_task': {
+                            var predictor = this.terminal.moduleManager.modules['PredictorModule'];
+                            if (!predictor) return JSON.stringify({ error: 'Predictor module not loaded' });
+                            var taskDesc = a.task || '';
+                            if (!taskDesc) return JSON.stringify({ error: 'task parameter required' });
+                            var pFeatures = predictor._extractFeatures(taskDesc);
+                            var pSimilar = predictor._findSimilar(pFeatures);
+                            var pResult = predictor._computePrediction(pSimilar, pFeatures);
+                            return JSON.stringify({
+                                task: taskDesc.substring(0, 80),
+                                estimatedDuration: pResult.duration + 's',
+                                estimatedToolTurns: pResult.toolTurns,
+                                confidence: Math.round(pResult.confidence * 100) + '%',
+                                similarTasks: pResult.similarCount,
+                                recommendation: pResult.confidence >= predictor._CONFIDENCE_THRESHOLD && pResult.duration > 30
+                                    ? 'Set TTL to ' + Math.ceil(pResult.duration * 1.5) + 's'
+                                    : 'No special action needed'
+                            });
+                        }
+                        case 'world_model_query': {
+                            var wm = this.terminal.moduleManager.modules['WorldModelModule'];
+                            if (!wm) return JSON.stringify({ error: 'WorldModelModule not loaded' });
+                            if (!wm._model) return JSON.stringify({ error: 'World model not synthesized yet — run world-model-refresh' });
+                            var wmAnswer = wm._answerQuery(a.question || '');
+                            return JSON.stringify({ question: a.question, answer: wmAnswer, version: wm._model.version, synthesized: wm._model.synthesized });
+                        }
+                        case 'health_check':
+                        case 'diff_module':
+                        case 'ship_module':
+                        case 'commit_module':
+                            return await this.runModuleTool(name, argsStr);
                         default:
                             return JSON.stringify({ error: `Unknown tool: ${name}` });
                     }
                 } catch (e) {
                     this._errorLog.push({ tool: name, args: a, error: e.message, timestamp: Date.now() });
                     if (this._errorLog.length > 20) this._errorLog.shift();
+                    // Also feed into DebugSupervisorModule
+                    try {
+                        var ds = this.terminal?.moduleManager?.modules?.DebugSupervisorModule;
+                        if (ds) ds.recordToolError(name, a, e.message);
+                    } catch (dsErr) {}
                     return JSON.stringify({ error: e.message, stack: e.stack?.substring(0, 200) });
                 }
             }
@@ -10068,10 +10690,61 @@ buildSystemPrompt() {
                     }
                     case 'test_module': {
                         const modName = a.name || '';
+                        const tests = a.tests || null;
                         const code = this.terminal.fs.readFile(`_mods/${modName}.js`);
                         if (!code) return JSON.stringify({ error: `No local edit for ${modName}` });
-                        this.terminal.moduleManager.loadModuleFromCode(code, `blob://_mods/${modName}.js`);
-                        return `Module "${modName}" loaded from local edit for testing`;
+                        // Save current module state for rollback
+                        const oldInstance = this.terminal.moduleManager.modules[modName];
+                        const oldCommands = oldInstance ? Object.keys(oldInstance.commands) : [];
+                        // Load new version
+                        const ok = await this.terminal.moduleManager.loadModuleFromCode(code, `blob://_mods/${modName}.js`);
+                        if (!ok) {
+                            if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                            return JSON.stringify({ error: 'Module failed to load', rolledBack: true });
+                        }
+                        // Check for JS errors after load
+                        const jsErrors = await this._captureConsoleErrors(300);
+                        if (jsErrors.length > 0) {
+                            if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                            return JSON.stringify({ error: 'JS errors after load', errors: jsErrors.slice(0, 5), rolledBack: true });
+                        }
+                        // Verify commands registered
+                        const newInstance = this.terminal.moduleManager.modules[modName];
+                        const newCommands = newInstance ? Object.keys(newInstance.commands) : [];
+                        const lostCommands = oldCommands.filter(c => !newCommands.includes(c));
+                        if (lostCommands.length > 0) {
+                            if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                            return JSON.stringify({ error: 'Commands lost after edit', lost: lostCommands, rolledBack: true });
+                        }
+                        // Run test assertions if provided
+                        if (tests && Array.isArray(tests) && tests.length > 0) {
+                            const results = [];
+                            for (const t of tests) {
+                                const cmd = t.command || '';
+                                // Use shell parser for commands with >, |, &&, ||, ;, export, set
+                                const useShell = /[>|&;]/.test(cmd) || cmd.startsWith('export ') || cmd.startsWith('set ');
+                                const output = useShell ? await this._captureShellCommand(cmd) : await this._captureCommandOutput(cmd);
+                                const passed = t.expect ? output.includes(t.expect) : output.length > 0;
+                                results.push({ command: cmd, expected: t.expect || '(any output)', actual: output.substring(0, 200), pass: passed });
+                            }
+                            const failed = results.filter(r => !r.pass).length;
+                            if (failed > 0) {
+                                if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                                return JSON.stringify({ error: failed + '/' + results.length + ' tests failed', results, rolledBack: true });
+                            }
+                            return JSON.stringify({ success: true, module: modName, commands: newCommands.length, tests: results });
+                        }
+                        // Smoke test: run first command if available
+                        if (newCommands.length > 0) {
+                            try {
+                                const smokeOut = await this._captureCommandOutput(newCommands[0]);
+                                return JSON.stringify({ success: true, module: modName, commands: newCommands.length, smokeTest: { command: newCommands[0], output: smokeOut.substring(0, 200) } });
+                            } catch (e) {
+                                if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                                return JSON.stringify({ error: 'Smoke test failed: ' + e.message, rolledBack: true });
+                            }
+                        }
+                        return JSON.stringify({ success: true, module: modName, commands: newCommands.length });
                     }
                     case 'reload_module': {
                         const modName = a.name || '';
@@ -10135,11 +10808,181 @@ buildSystemPrompt() {
                         }
                         return JSON.stringify({ modules, total: modules.length, hasLocalEdits: hasMods });
                     }
+                    case 'health_check': {
+                        const results = {};
+                        const coreCmds = ['ls', 'pwd', 'echo test', 'help', 'grep', 'find', 'tree', 'cat'];
+                        results.coreCommands = {};
+                        for (const cmd of coreCmds) {
+                            try {
+                                const out = await this._captureCommandOutput(cmd);
+                                results.coreCommands[cmd] = (out.length > 0 || cmd === 'ls') ? 'ok' : 'empty output';
+                            } catch (e) {
+                                results.coreCommands[cmd] = 'FAIL: ' + e.message;
+                            }
+                        }
+                        const mm = this.terminal.moduleManager;
+                        results.moduleCount = Object.keys(mm.modules).length;
+                        const wm = this.terminal.fs.fsReadJSON('system/world-model.json');
+                        results.worldModelVersion = wm ? wm.version : 'not found';
+                        results.versionMatch = wm && wm.version === (typeof window !== 'undefined' ? window.NEWOS4_VERSION : '');
+                        const orch = mm.modules['OrchestratorModule'];
+                        if (orch) {
+                            const agents = Object.values(orch._agents);
+                            results.agents = { total: agents.length, healthy: agents.filter(a => a.status !== 'failed').length, failed: agents.filter(a => a.status === 'failed').length };
+                        }
+                        results.jsErrors = await this._captureConsoleErrors(500);
+                        const allCoreOk = Object.values(results.coreCommands).every(v => v === 'ok');
+                        results.healthy = allCoreOk && results.versionMatch && results.jsErrors.length === 0;
+                        return JSON.stringify(results);
+                    }
+                    case 'diff_module': {
+                        const modName = a.name || '';
+                        const newCode = this.terminal.fs.readFile(`_mods/${modName}.js`);
+                        if (!newCode) return JSON.stringify({ error: `No edit for ${modName}` });
+                        let origCode = this.terminal.fs.readFile(`_mods/${modName}.orig.js`);
+                        if (!origCode || origCode === 'placeholder') {
+                            const instance = this.terminal.moduleManager.modules[modName];
+                            if (instance) origCode = instance.constructor.toString();
+                        }
+                        if (!origCode) return JSON.stringify({ error: 'No original source found' });
+                        const origLines = origCode.split('\n');
+                        const newLines = newCode.split('\n');
+                        const changes = [];
+                        const maxLines = Math.max(origLines.length, newLines.length);
+                        for (let i = 0; i < maxLines; i++) {
+                            if (origLines[i] !== newLines[i]) {
+                                if (origLines[i] && !newLines[i]) changes.push({ line: i+1, type: 'removed', content: origLines[i].substring(0, 120) });
+                                else if (!origLines[i] && newLines[i]) changes.push({ line: i+1, type: 'added', content: newLines[i].substring(0, 120) });
+                                else changes.push({ line: i+1, type: 'changed', old: (origLines[i]||'').substring(0, 80), new: (newLines[i]||'').substring(0, 80) });
+                            }
+                        }
+                        return JSON.stringify({ module: modName, originalLines: origLines.length, newLines: newLines.length, changes: changes.length, diff: changes.slice(0, 50) });
+                    }
+                    case 'ship_module': {
+                        const modName = a.name || '';
+                        const newCode = a.code || '';
+                        const tests = a.tests || [];
+                        const shouldCommit = a.commit === true;
+                        if (!modName || !newCode) return JSON.stringify({ error: 'name and code required' });
+                        // Step 1: Write to _mods/
+                        this.terminal.fs.writeFile(`_mods/${modName}.js`, newCode);
+                        this.terminal.fs.writeFile(`_mods/${modName}.meta.json`, JSON.stringify({ editedAt: new Date().toISOString(), editedBy: 'ship_module' }));
+                        // Step 2: Test
+                        const testResult = await this.runModuleTool('test_module', JSON.stringify({ name: modName, tests }));
+                        const testParsed = JSON.parse(testResult);
+                        if (testParsed.error) {
+                            return JSON.stringify({ step: 'test', error: testParsed.error, rolledBack: testParsed.rolledBack, pipeline: 'aborted at test' });
+                        }
+                        // Step 3: Health check
+                        const healthResult = await this.runModuleTool('health_check', '{}');
+                        const healthParsed = JSON.parse(healthResult);
+                        if (!healthParsed.healthy) {
+                            await this.runModuleTool('reload_module', JSON.stringify({ name: modName }));
+                            return JSON.stringify({ step: 'health_check', error: 'System unhealthy after edit', health: healthParsed, pipeline: 'aborted at health_check, rolled back' });
+                        }
+                        // Step 4: Regression suite
+                        const regResult = await this._runRegressionSuite(modName);
+                        if (!regResult.allPassed) {
+                            await this.runModuleTool('reload_module', JSON.stringify({ name: modName }));
+                            return JSON.stringify({ step: 'regression', error: 'Regression tests failed', regression: regResult, pipeline: 'aborted at regression, rolled back' });
+                        }
+                        // Step 5: Calculate confidence score
+                        const changeCount = newCode.split('\n').length;
+                        const confidence = this._calculateConfidence(modName, testParsed, healthParsed, regResult, changeCount);
+                        // Step 6: Commit (if requested)
+                        if (shouldCommit) {
+                            if (confidence >= 70) {
+                                // Auto-commit: execute directly
+                                const commitResult = await this.runModuleTool('commit_module', JSON.stringify({ name: modName }));
+                                const commitParsed = JSON.parse(commitResult);
+                                if (commitParsed.pendingCommit) {
+                                    // Execute the pending commit immediately
+                                    const execResult = await this._executeCommit('auto: confidence=' + confidence);
+                                    return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression → AUTO-COMMIT (confidence=' + confidence + ')', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, autoCommitted: true, commitResult: execResult });
+                                }
+                                return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression → auto-commit', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, commit: commitParsed });
+                            } else {
+                                // Confidence too low — human approval required
+                                const commitResult = await this.runModuleTool('commit_module', JSON.stringify({ name: modName }));
+                                return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression → HUMAN APPROVAL REQUIRED (confidence=' + confidence + ' < 70)', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, commit: JSON.parse(commitResult), humanApprovalRequired: true });
+                            }
+                        }
+                        return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression (dry-run)', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, next: 'Call commit_module or ship_module with commit:true to persist' });
+                    }
+                    case 'commit_module': {
+                        const modName = a.name || '';
+                        const targetFile = a.file || '';
+                        const newCode = this.terminal.fs.readFile(`_mods/${modName}.js`);
+                        if (!newCode) return JSON.stringify({ error: `No local edit for ${modName}. Run edit_module or ship_module first.` });
+
+                        // Auto-detect target file from module registry
+                        let serverPath = targetFile;
+                        if (!serverPath) {
+                            const entry = this.terminal.moduleManager.moduleRegistry.find(m => m.name === modName);
+                            if (entry && entry.url) {
+                                serverPath = entry.url.replace(/^https?:\/\/[^/]+/, '').replace(/\?v=.*/, '');
+                            }
+                        }
+                        if (!serverPath) return JSON.stringify({ error: 'Cannot determine server path. Provide file= parameter (e.g. modules/ext/shell.js).' });
+
+                        // Get diff
+                        let origCode = this.terminal.fs.readFile(`_mods/${modName}.orig.js`);
+                        if (!origCode || origCode === 'placeholder') {
+                            const instance = this.terminal.moduleManager.modules[modName];
+                            if (instance) origCode = instance.constructor.toString();
+                        }
+                        const origLines = origCode ? origCode.split('\n') : [];
+                        const newLines = newCode.split('\n');
+                        let changeCount = 0;
+                        for (let i = 0; i < Math.max(origLines.length, newLines.length); i++) {
+                            if (origLines[i] !== newLines[i]) changeCount++;
+                        }
+
+                        // Detect bundle path
+                        let bundlePath = null;
+                        if (serverPath.includes('/modules/core/') || serverPath.includes('module-aiassist')) {
+                            bundlePath = 'modules/core/core-bundle.js';
+                        } else if (serverPath.includes('/modules/ext/')) {
+                            bundlePath = 'modules/ext/critical-ext-bundle.js';
+                        }
+
+                        // Store pending commit
+                        this._pendingCommit = {
+                            name: modName,
+                            code: newCode,
+                            origCode: origCode || '',
+                            serverPath: serverPath,
+                            bundlePath: bundlePath,
+                            changes: changeCount,
+                            createdAt: Date.now()
+                        };
+
+                        this.terminal.print('📋 Commit request created for ' + modName, 'info');
+                        this.terminal.print('  Target: ' + serverPath, 'info');
+                        if (bundlePath) this.terminal.print('  Bundle: ' + bundlePath, 'info');
+                        this.terminal.print('  Changes: ' + changeCount + ' line(s) different', 'info');
+                        this.terminal.print('  Type \'commit-approve\' to persist or \'commit-deny\' to cancel', 'warning');
+
+                        return JSON.stringify({
+                            pendingCommit: true,
+                            module: modName,
+                            serverPath: serverPath,
+                            bundlePath: bundlePath,
+                            changes: changeCount,
+                            newLines: newLines.length,
+                            message: 'Commit request created. User must type commit-approve to execute.'
+                        });
+                    }
                     default: return JSON.stringify({ error: `Unknown module tool: ${name}` });
                     }
                 } catch (e) {
                     this._errorLog.push({ tool: name, args: a, error: e.message, timestamp: Date.now() });
                     if (this._errorLog.length > 20) this._errorLog.shift();
+                    // Also feed into DebugSupervisorModule
+                    try {
+                        var ds = this.terminal?.moduleManager?.modules?.DebugSupervisorModule;
+                        if (ds) ds.recordToolError(name, a, e.message);
+                    } catch (dsErr) {}
                     return JSON.stringify({ error: e.message, stack: e.stack?.substring(0, 200) });
                 }
             }
@@ -10183,8 +11026,8 @@ buildSystemPrompt() {
             setSystemPrompt(args) {
                 if (!args[0]) {
                     this.terminal.print('=== System Prompt ===', 'info');
-                    this.systemPrompt.split('\n').forEach(line => this.terminal.print(line, 'text-muted'));
-                    this.terminal.print(`=== End (${this.systemPrompt.length} chars) ===`, 'info');
+                    this.systemPrompt.split('\n').forEach(function(line) { this.terminal.print(line, 'text-muted'); }.bind(this));
+                    this.terminal.print('=== End (' + this.systemPrompt.length + ' chars) ===', 'info');
                     return;
                 }
                 var arg = args.join(' ');
@@ -10337,8 +11180,6 @@ buildSystemPrompt() {
                     this.terminal.print(`confirm-timeout: ${this._confirmTimeoutMs > 0 ? this._confirmTimeoutMs / 1000 + 's' : 'disabled (no auto-deny)'} (default: 120s)`, '');
                     this.terminal.print(`chat-lock-timeout: ${this._chatLockTimeoutMs / 1000}s (default: 10s)`, '');
                     this.terminal.print(`skill-debounce: ${this._skillDebounceMs / 60000}min (default: 30min)`, '');
-                    var lp = this._activeLoopProfile;
-                    this.terminal.print('loop-detection: ' + (lp && lp.loop && lp.loop.loopDetection ? (lp.loop.loopDetection.enabled ? 'on' : 'off') : 'off (default)') + ' (profile: ' + (lp ? lp.name : 'none') + ')', '');
                     const om = this.terminal?.ollamaManager;
                     if (om && om.modelParams) {
                         this.terminal.print(`temperature: ${om.modelParams.temperature} (default: 0.7)`, '');
@@ -10347,7 +11188,7 @@ buildSystemPrompt() {
                         this.terminal.print(`thinking: ${om.modelParams.thinking} (default: off)`, '');
                     }
                     this.terminal.print('Usage: ai-config <key> <value>', 'info');
-                    this.terminal.print('Keys: max-turns, max-context, max-context-tokens, confirm-timeout(0=disabled), chat-lock-timeout, skill-debounce, trivial-optimization, temperature, top-p, max-tokens, thinking, loop-detection', 'info');
+                    this.terminal.print('Keys: max-turns, max-context, max-context-tokens, confirm-timeout(0=disabled), chat-lock-timeout, skill-debounce, trivial-optimization, temperature, top-p, max-tokens, thinking', 'info');
                     return;
                 }
                 const key = args[0];
@@ -10400,17 +11241,8 @@ buildSystemPrompt() {
                     if (!validModes.includes(val)) return this.terminal.print(`thinking must be one of: ${validModes.join(', ')}`, 'warning');
                     const om = this.terminal?.ollamaManager;
                     if (om && om.modelParams) { om.modelParams.thinking = val; om._saveModelParams(); }
-                } else if (key === 'loop-detection') {
-                    var lp = this._activeLoopProfile;
-                    if (!lp) { this.terminal.print('No active profile', 'error'); return; }
-                    if (!lp.loop) lp.loop = {};
-                    if (!lp.loop.loopDetection) lp.loop.loopDetection = { enabled: false, threshold: 6, windowMs: 30000 };
-                    lp.loop.loopDetection.enabled = val !== 'off';
-                    this._saveLoopProfile(lp);
-                    this.terminal.print('Loop detection ' + (lp.loop.loopDetection.enabled ? 'enabled' : 'disabled') + ' (profile: ' + lp.name + ')', 'success');
-                    return;
                 } else {
-                    return this.terminal.print(`Unknown key: ${key}. Valid: max-turns, max-context, max-context-tokens, confirm-timeout, chat-lock-timeout, skill-debounce, trivial-optimization, temperature, top-p, max-tokens, thinking, loop-detection`, 'warning');
+                    return this.terminal.print(`Unknown key: ${key}. Valid: max-turns, max-context, max-context-tokens, confirm-timeout, chat-lock-timeout, skill-debounce, trivial-optimization, temperature, top-p, max-tokens, thinking`, 'warning');
                 }
                 // Persist
                 localStorage.setItem('webx11_ai_config', JSON.stringify({
@@ -10485,11 +11317,24 @@ buildSystemPrompt() {
                 }
                 try { localStorage.setItem('webx11_ai_patterns', JSON.stringify(this._commandFreq)); } catch (e) {}
             }
-            async _autoCreateErrorSkill() {
-                const grouped = {};
-                for (const e of this._errorLog) {
-                    if (!grouped[e.tool]) grouped[e.tool] = [];
-                    grouped[e.tool].push(e);
+            _buildToolToModuleMap() {
+                this._toolToModuleMap = {};
+                const mm = this.terminal.moduleManager;
+                if (!mm || !mm.modules) return;
+                for (const [modName, mod] of Object.entries(mm.modules)) {
+                    if (mod.commands) {
+                        for (const cmdName of Object.keys(mod.commands)) {
+                            this._toolToModuleMap[cmdName] = modName;
+                        }
+                    }
+                }
+            }
+
+            async _autoCreateErrorSkill() {
+                const grouped = {};
+                for (const e of this._errorLog) {
+                    if (!grouped[e.tool]) grouped[e.tool] = [];
+                    grouped[e.tool].push(e);
                 }
                 for (const [tool, errors] of Object.entries(grouped)) {
                     if (errors.length >= 3) {
@@ -10597,76 +11442,6 @@ buildSystemPrompt() {
                     this.terminal.print('Error reading archive: ' + e.message, 'error');
                 }
             }
-            _workflowList() {
-                var workflows = [
-                    { name: 'daily-health-report', desc: 'Schedule a daily system health report using Cron + WorldModel + ServerMonitor' },
-                    { name: 'predict-and-monitor', desc: 'Predict task duration with Predictor, then schedule monitoring via Cron' },
-                    { name: 'compress-archives', desc: 'Compress and archive old session files using CryptoGzip + Cron' },
-                    { name: 'media-summarize', desc: 'Analyze a media file and summarize it with AI' },
-                    { name: 'sandbox-test', desc: 'Run a command in the sandbox and report results' }
-                ];
-                var out = '── Workflows (' + workflows.length + ') ──\n';
-                for (var i = 0; i < workflows.length; i++) {
-                    out += '  ' + workflows[i].name + ' — ' + workflows[i].desc + '\n';
-                }
-                out += '── End ──\nUse: workflow-run <name>';
-                this.terminal.print(out, 'info');
-            }
-            _workflowRun(args) {
-                var name = (args && args[0]) || '';
-                if (!name) {
-                    this.terminal.print('Usage: workflow-run <name> (e.g. daily-health-report)', 'warning');
-                    return;
-                }
-                var workflows = {
-                    'daily-health-report': {
-                        steps: [
-                            'Run: status — check current system state',
-                            'Run: cron-every 1h "status" — schedule hourly health check',
-                            'The WorldModel will auto-synthesize system awareness each cycle'
-                        ]
-                    },
-                    'predict-and-monitor': {
-                        steps: [
-                            'Run: predict "run system health check" — estimate duration',
-                            'Run: cron-every 30m "status" — monitor progress',
-                            'Check cron-list to see scheduled tasks'
-                        ]
-                    },
-                    'compress-archives': {
-                        steps: [
-                            'Run: archive-list — see current archives',
-                            'Run: gzip /memory/archive/2026-06-25-*.json — compress old archives',
-                            'Run: cron-every 1d "gzip /memory/archive/*.json" — auto-compress daily'
-                        ]
-                    },
-                    'media-summarize': {
-                        steps: [
-                            'Run: media list — see available media files',
-                            'Run: media analyze <file> — analyze with AI',
-                            'The AI will summarize the media content'
-                        ]
-                    },
-                    'sandbox-test': {
-                        steps: [
-                            'Run: sandbox-status — check sandbox pool',
-                            'Run: sandbox-run "ls /" — test command in sandbox',
-                            'Check output for isolation verification'
-                        ]
-                    }
-                };
-                var wf = workflows[name];
-                if (!wf) {
-                    this.terminal.print('Workflow not found: ' + name + '. Use workflow-list to see available workflows.', 'error');
-                    return;
-                }
-                var out = '── Workflow: ' + name + ' ──\n';
-                for (var i = 0; i < wf.steps.length; i++) {
-                    out += '  ' + (i + 1) + '. ' + wf.steps[i] + '\n';
-                }
-                out += '── End ──';
-                this.terminal.print(out, 'info');
-            }
             _showLastRawResponse() {
                 if (!this._lastRawResponse) {
                     this.terminal.print('No AI response recorded yet. Send a message first.', 'warning');
@@ -10826,105 +11601,576 @@ buildSystemPrompt() {
                     this.terminal.print('Error: ' + e.message, 'error');
                 }
             }
+            _vaultmindStatusCmd() {
+                const token = localStorage.getItem('vaultmind_token');
+                if (token) {
+                    this.terminal.print('✅ VaultMind session active (token: ' + token.substring(0, 12) + '...)', 'success');
+                } else {
+                    this.terminal.print('❌ No VaultMind session. Use: vaultmind-connect [testnet|mainnet]', 'warning');
+                }
+            }
+            async _vaultmindQueryCmd(args) {
+                const ep = args[0];
+                const validEps = ['prices', 'portfolio', 'transactions', 'copy-trade', 'chat'];
+                if (!validEps.includes(ep)) {
+                    this.terminal.print('Usage: vaultmind-query <prices|portfolio|transactions|copy-trade|chat> [message|agent]', 'warning'); return;
+                }
+                try {
+                    const epMap = { prices: '/vmai-api/market/prices', portfolio: '/vmai-api/portfolio', transactions: '/vmai-api/transactions/summary', 'copy-trade': '/vmai-api/copy-trading/traders', chat: '/vmai-api/chat' };
+                    let url = epMap[ep];
+                    let opts = { method: 'GET', headers: { 'Accept': 'application/json' } };
+                    const authEps = ['portfolio', 'transactions', 'copy-trade'];
+                    if (authEps.includes(ep)) {
+                        const token = localStorage.getItem('vaultmind_token');
+                        if (token) opts.headers['Authorization'] = 'Bearer ' + token;
+                    }
+                    if (ep === 'chat') {
+                        opts.method = 'POST';
+                        opts.headers['Content-Type'] = 'application/json';
+                        const token = localStorage.getItem('vaultmind_token');
+                        if (token) opts.headers['Authorization'] = 'Bearer ' + token;
+                        opts.body = JSON.stringify({
+                            message: args.slice(1).join(' ') || 'What is the current market status?',
+                            agent: 'market'
+                        });
+                    }
+                    const resp = await fetch(url, opts);
+                    const data = await resp.json();
+                    this.terminal.print(JSON.stringify(data, null, 2), 'success');
+                } catch (e) {
+                    this.terminal.print('VaultMind query error: ' + e.message, 'error');
+                }
+            }
+            async _walletLookupCmd(args) {
+                const addr = args[0];
+                if (!addr) { this.terminal.print('Usage: wallet-lookup <address>', 'warning'); return; }
+                try {
+                    const resp = await fetch('/wallet/' + encodeURIComponent(addr));
+                    const data = await resp.json();
+                    this.terminal.print(JSON.stringify(data, null, 2), 'success');
+                } catch (e) {
+                    this.terminal.print('Wallet lookup error: ' + e.message, 'error');
+                }
+            }
             // ── Agent Loop Profile System ──
             _defaultLoopProfile(name, desc) {
-                return { name: name, displayName: desc, description: desc, version: 1, created: new Date().toISOString(), updated: new Date().toISOString(), systemPrompt: { base: null, prepend: "", append: "", useDefault: true }, loop: { strategy: "standard", maxTurns: this.MAX_TOOL_TURNS, loopDetection: { enabled: false, threshold: 6, windowMs: 30000 }, confidenceEscalation: { enabled: true, threshold: 90 }, finalTurnPrompt: "This is your last tool turn. You MUST provide a final answer after this tool call. Synthesize what you know." }, tools: { mode: "all", enabled: [], disabled: [] }, model: { temperature: null, topP: null, maxTokens: null, thinking: null }, provider: { name: null, model: null }, benchmark: { lastRun: null, avgLatency: null, avgTokens: null, taskCompletionRate: null, tasks: [] } };
+                return {
+                    name: name, displayName: desc, description: desc,
+                    version: 1, created: new Date().toISOString(), updated: new Date().toISOString(),
+                    systemPrompt: { base: null, prepend: '', append: '', useDefault: true },
+                    loop: {
+                        strategy: 'standard', maxTurns: this.MAX_TOOL_TURNS,
+                        loopDetection: { enabled: true, threshold: 6, windowMs: 30000 },
+                        confidenceEscalation: { enabled: true, threshold: 90 },
+                        finalTurnPrompt: 'This is your last tool turn. You MUST provide a final answer after this tool call. Synthesize what you know.'
+                    },
+                    tools: { mode: 'all', enabled: [], disabled: [] },
+                    model: { temperature: null, topP: null, maxTokens: null, thinking: null },
+                    provider: { name: null, model: null },
+                    benchmark: { lastRun: null, avgLatency: null, avgTokens: null, taskCompletionRate: null, tasks: [] }
+                };
             }
             _initLoopProfiles() {
-                try { var saved = localStorage.getItem("webx11_agent_loops"); if (saved) { this._loopProfiles = JSON.parse(saved); } } catch (e) {}
+                try {
+                    var saved = localStorage.getItem('webx11_agent_loops');
+                    if (saved) { this._loopProfiles = JSON.parse(saved); }
+                } catch (e) {}
                 if (!this._loopProfiles || Object.keys(this._loopProfiles).length === 0) {
                     this._loopProfiles = {};
-                    this._loopProfiles["default"] = this._defaultLoopProfile("default", "Balanced loop for general tasks");
-                    var p = this._defaultLoopProfile("minimal", "Fast, low-token for simple tasks"); p.loop.maxTurns = 4; p.tools = { mode: "custom", enabled: ["list_files","read_file","write_file","nvfs_resolve"], disabled: [] }; p.model.temperature = 0.3; this._loopProfiles["minimal"] = p;
-                    p = this._defaultLoopProfile("research", "Read-only exploration, web + files"); p.loop.maxTurns = 6; p.tools = { mode: "custom", enabled: ["web_search","web_fetch","read_file","list_files","nvfs_resolve","view_module","list_modules"], disabled: [] }; p.model.temperature = 0.5; this._loopProfiles["research"] = p;
-                    p = this._defaultLoopProfile("safe", "No destructive tools"); p.tools = { mode: "all", enabled: [], disabled: ["delete_file","edit_module","run_command","make_directory"] }; p.model.temperature = 0.5; this._loopProfiles["safe"] = p;
-                    p = this._defaultLoopProfile("creative", "More turns, higher temp"); p.loop.maxTurns = 12; p.model.temperature = 0.9; this._loopProfiles["creative"] = p;
-                    p = this._defaultLoopProfile("coder", "Code-focused, low temp"); p.loop.maxTurns = 10; p.model.temperature = 0.2; p.systemPrompt.append = "You are a code expert. Always show the exact code changes. Use edit_module for modifications."; this._loopProfiles["coder"] = p;
+                    this._loopProfiles['default'] = this._defaultLoopProfile('default', 'Balanced loop for general tasks');
+                    var p = this._defaultLoopProfile('minimal', 'Fast, low-token for simple tasks');
+                    p.loop.maxTurns = 4; p.tools = { mode: 'custom', enabled: ['list_files','read_file','write_file','nvfs_resolve'], disabled: [] }; p.model.temperature = 0.3;
+                    this._loopProfiles['minimal'] = p;
+                    p = this._defaultLoopProfile('research', 'Read-only exploration, web + files');
+                    p.loop.maxTurns = 6; p.tools = { mode: 'custom', enabled: ['web_search','web_fetch','read_file','list_files','nvfs_resolve','view_module','list_modules'], disabled: [] }; p.model.temperature = 0.5;
+                    this._loopProfiles['research'] = p;
+                    p = this._defaultLoopProfile('safe', 'No destructive tools');
+                    p.tools = { mode: 'all', enabled: [], disabled: ['delete_file','edit_module','run_command','make_directory'] }; p.model.temperature = 0.5;
+                    this._loopProfiles['safe'] = p;
+                    p = this._defaultLoopProfile('creative', 'More turns, higher temp');
+                    p.loop.maxTurns = 12; p.model.temperature = 0.9;
+                    this._loopProfiles['creative'] = p;
+                    p = this._defaultLoopProfile('coder', 'Code-focused, low temp');
+                    p.loop.maxTurns = 10; p.model.temperature = 0.2; p.systemPrompt.append = 'You are a code expert. Always show the exact code changes. Use edit_module for modifications.';
+                    this._loopProfiles['coder'] = p;
                     this._saveLoopProfiles();
                 }
-                try { var active = localStorage.getItem("webx11_active_loop_profile"); if (active && this._loopProfiles[active]) { this._activeLoopProfile = this._loopProfiles[active]; } else { this._activeLoopProfile = this._loopProfiles["default"]; } } catch (e) { this._activeLoopProfile = this._loopProfiles["default"]; }
+                try {
+                    var active = localStorage.getItem('webx11_active_loop_profile');
+                    if (active && this._loopProfiles[active]) { this._activeLoopProfile = this._loopProfiles[active]; }
+                    else { this._activeLoopProfile = this._loopProfiles['default']; }
+                } catch (e) { this._activeLoopProfile = this._loopProfiles['default']; }
+            }
+            _saveLoopProfiles() {
+                try { localStorage.setItem('webx11_agent_loops', JSON.stringify(this._loopProfiles)); } catch (e) {}
+            }
+            _saveLoopProfile(p) {
+                if (p && p.name) { p.updated = new Date().toISOString(); this._loopProfiles[p.name] = p; this._saveLoopProfiles(); }
             }
-            _saveLoopProfiles() { try { localStorage.setItem("webx11_agent_loops", JSON.stringify(this._loopProfiles)); } catch (e) {} }
-            _saveLoopProfile(p) { if (p && p.name) { p.updated = new Date().toISOString(); this._loopProfiles[p.name] = p; this._saveLoopProfiles(); } }
             _switchLoopProfile(name) {
                 if (!this._loopProfiles[name]) return false;
                 this._activeLoopProfile = this._loopProfiles[name];
-                localStorage.setItem("webx11_active_loop_profile", name);
+                localStorage.setItem('webx11_active_loop_profile', name);
                 this._toolDefs = null;
                 this.systemPrompt = this.buildSystemPrompt();
                 var mp = this._activeLoopProfile.model;
                 var om = this.terminal ? this.terminal.ollamaManager : null;
-                if (om && mp) { if (mp.temperature !== null) { om.modelParams.temperature = mp.temperature; om._saveModelParams(); } if (mp.topP !== null) { om.modelParams.top_p = mp.topP; om._saveModelParams(); } if (mp.maxTokens !== null) { om.modelParams.max_tokens = mp.maxTokens; om._saveModelParams(); } if (mp.thinking !== null) { om.modelParams.thinking = mp.thinking; om._saveModelParams(); } }
+                if (om && mp) {
+                    if (mp.temperature !== null) { om.modelParams.temperature = mp.temperature; om._saveModelParams(); }
+                    if (mp.topP !== null) { om.modelParams.top_p = mp.topP; om._saveModelParams(); }
+                    if (mp.maxTokens !== null) { om.modelParams.max_tokens = mp.maxTokens; om._saveModelParams(); }
+                    if (mp.thinking !== null) { om.modelParams.thinking = mp.thinking; om._saveModelParams(); }
+                }
                 return true;
             }
             agentLoopsCmd(args) {
                 if (!args[0]) {
-                    this.terminal.print("=== Agent Loop Profiles ===", "info");
+                    this.terminal.print('=== Agent Loop Profiles ===', 'info');
                     var keys = Object.keys(this._loopProfiles);
-                    for (var ki = 0; ki < keys.length; ki++) { var k = keys[ki]; var p = this._loopProfiles[k]; var active = this._activeLoopProfile === p ? " ✅" : ""; var bench = p.benchmark && p.benchmark.taskCompletionRate != null ? " (bench: " + Math.round(p.benchmark.taskCompletionRate * 100) + "%)" : ""; var tools = p.tools && p.tools.mode === "custom" ? (p.tools.enabled ? p.tools.enabled.length : 0) + " tools" : "all tools"; this.terminal.print("  " + k + ": " + p.displayName + active + " — " + (p.loop ? p.loop.maxTurns : this.MAX_TOOL_TURNS) + " turns, " + tools + bench); }
-                    this.terminal.print("Usage: agent-loops <name> | new <name> <desc> | edit <name> <key> <val> | delete <name> | clone <src> <dst> | export <name> | reset <name>", "text-muted"); return;
+                    for (var ki = 0; ki < keys.length; ki++) {
+                        var k = keys[ki];
+                        var p = this._loopProfiles[k];
+                        var active = this._activeLoopProfile === p ? ' ✅' : '';
+                        var bench = p.benchmark && p.benchmark.taskCompletionRate != null ? ' (bench: ' + Math.round(p.benchmark.taskCompletionRate * 100) + '%)' : '';
+                        var tools = p.tools && p.tools.mode === 'custom' ? (p.tools.enabled ? p.tools.enabled.length : 0) + ' tools' : 'all tools';
+                        this.terminal.print('  ' + k + ': ' + p.displayName + active + ' — ' + (p.loop ? p.loop.maxTurns : this.MAX_TOOL_TURNS) + ' turns, ' + tools + bench);
+                    }
+                    this.terminal.print('Usage: agent-loops <name> | new <name> <desc> | edit <name> <key> <val> | delete <name> | clone <src> <dst> | export <name> | reset <name>', 'text-muted');
+                    return;
                 }
                 var sub = args[0];
-                if (sub === "new") { var name = args[1] ? args[1].replace(/s+/g, "-").toLowerCase() : ""; if (!name) { this.terminal.print("Usage: agent-loops new <name> <description>", "warning"); return; } var desc = args.slice(2).join(" ") || "Custom profile"; this._loopProfiles[name] = this._defaultLoopProfile(name, desc); this._saveLoopProfiles(); this.terminal.print("Profile '" + name + "' created. Use: agent-loops edit " + name + " <key> <value>", "success"); }
-                else if (sub === "edit") { var name = args[1]; if (!name || !this._loopProfiles[name]) { this.terminal.print("Profile '" + name + "' not found", "error"); return; } var key = args[2]; var val = args.slice(3).join(" "); if (!key || !val) { this.terminal.print("Usage: agent-loops edit <name> <key> <value>", "warning"); return; } this._setNestedKey(this._loopProfiles[name], key, val); this._saveLoopProfiles(); if (this._activeLoopProfile === this._loopProfiles[name]) { this._toolDefs = null; this.systemPrompt = this.buildSystemPrompt(); } this.terminal.print("Edited " + name + "." + key + " = " + val, "success"); }
-                else if (sub === "delete") { var name = args[1]; if (!name) { this.terminal.print("Usage: agent-loops delete <name>", "warning"); return; } if (name === "default") { this.terminal.print("Cannot delete default profile", "error"); return; } if (this._activeLoopProfile === this._loopProfiles[name]) { this.terminal.print("Cannot delete active profile — switch first", "error"); return; } delete this._loopProfiles[name]; this._saveLoopProfiles(); this.terminal.print("Profile '" + name + "' deleted", "success"); }
-                else if (sub === "clone") { var src = args[1], dst = args[2] ? args[2].replace(/s+/g, "-").toLowerCase() : ""; if (!src || !dst || !this._loopProfiles[src]) { this.terminal.print("Usage: agent-loops clone <src> <dst>", "warning"); return; } this._loopProfiles[dst] = JSON.parse(JSON.stringify(this._loopProfiles[src])); this._loopProfiles[dst].name = dst; this._loopProfiles[dst].created = new Date().toISOString(); this._saveLoopProfiles(); this.terminal.print("Cloned '" + src + "' -> '" + dst + "'", "success"); }
-                else if (sub === "export") { var name = args[1]; if (!name || !this._loopProfiles[name]) { this.terminal.print("Profile '" + name + "' not found", "error"); return; } this.terminal.printJSON(JSON.stringify(this._loopProfiles[name], null, 2)); }
-                else if (sub === "reset") { var name = args[1]; if (!name) { this.terminal.print("Usage: agent-loops reset <name>", "warning"); return; } var desc = this._loopProfiles[name] ? this._loopProfiles[name].displayName : "Reset profile"; this._loopProfiles[name] = this._defaultLoopProfile(name, desc); this._saveLoopProfiles(); if (this._activeLoopProfile && this._activeLoopProfile.name === name) { this._switchLoopProfile(name); } this.terminal.print("Profile '" + name + "' reset to defaults", "success"); }
-                else { if (this._loopProfiles[sub]) { this._switchLoopProfile(sub); var p = this._activeLoopProfile; this.terminal.print("Switched to '" + sub + "': " + p.displayName, "success"); this.terminal.print("  Max turns: " + (p.loop ? p.loop.maxTurns : this.MAX_TOOL_TURNS) + " | Tools: " + (p.tools ? p.tools.mode : "all") + " | Temp: " + (p.model && p.model.temperature !== null ? p.model.temperature : "inherit"), "text-muted"); } else { this.terminal.print("Profile '" + sub + "' not found. Available: " + Object.keys(this._loopProfiles).join(", "), "error"); } }
-            }
-            _setNestedKey(obj, key, val) { var parts = key.split("."); var o = obj; for (var i = 0; i < parts.length - 1; i++) { if (!o[parts[i]]) o[parts[i]] = {}; o = o[parts[i]]; } var last = parts[parts.length - 1]; try { o[last] = JSON.parse(val); } catch (e) { o[last] = val; } }
+                if (sub === 'new') {
+                    var name = args[1] ? args[1].replace(/\s+/g, '-').toLowerCase() : '';
+                    if (!name) { this.terminal.print('Usage: agent-loops new <name> <description>', 'warning'); return; }
+                    var desc = args.slice(2).join(' ') || 'Custom profile';
+                    this._loopProfiles[name] = this._defaultLoopProfile(name, desc);
+                    this._saveLoopProfiles();
+                    this.terminal.print("Profile '" + name + "' created. Use: agent-loops edit " + name + " <key> <value>", 'success');
+                } else if (sub === 'edit') {
+                    var name = args[1];
+                    if (!name || !this._loopProfiles[name]) { this.terminal.print("Profile '" + name + "' not found", 'error'); return; }
+                    var key = args[2];
+                    var val = args.slice(3).join(' ');
+                    if (!key || !val) { this.terminal.print('Usage: agent-loops edit <name> <key> <value>', 'warning'); return; }
+                    this._setNestedKey(this._loopProfiles[name], key, val);
+                    this._saveLoopProfiles();
+                    if (this._activeLoopProfile === this._loopProfiles[name]) { this._toolDefs = null; this.systemPrompt = this.buildSystemPrompt(); }
+                    this.terminal.print('Edited ' + name + '.' + key + ' = ' + val, 'success');
+                } else if (sub === 'delete') {
+                    var name = args[1];
+                    if (!name) { this.terminal.print('Usage: agent-loops delete <name>', 'warning'); return; }
+                    if (name === 'default') { this.terminal.print('Cannot delete default profile', 'error'); return; }
+                    if (this._activeLoopProfile === this._loopProfiles[name]) { this.terminal.print('Cannot delete active profile — switch first', 'error'); return; }
+                    delete this._loopProfiles[name];
+                    this._saveLoopProfiles();
+                    this.terminal.print("Profile '" + name + "' deleted", 'success');
+                } else if (sub === 'clone') {
+                    var src = args[1], dst = args[2] ? args[2].replace(/\s+/g, '-').toLowerCase() : '';
+                    if (!src || !dst || !this._loopProfiles[src]) { this.terminal.print('Usage: agent-loops clone <src> <dst>', 'warning'); return; }
+                    this._loopProfiles[dst] = JSON.parse(JSON.stringify(this._loopProfiles[src]));
+                    this._loopProfiles[dst].name = dst;
+                    this._loopProfiles[dst].created = new Date().toISOString();
+                    this._saveLoopProfiles();
+                    this.terminal.print("Cloned '" + src + "' -> '" + dst + "'", 'success');
+                } else if (sub === 'export') {
+                    var name = args[1];
+                    if (!name || !this._loopProfiles[name]) { this.terminal.print("Profile '" + name + "' not found", 'error'); return; }
+                    this.terminal.printJSON(JSON.stringify(this._loopProfiles[name], null, 2));
+                } else if (sub === 'reset') {
+                    var name = args[1];
+                    if (!name) { this.terminal.print('Usage: agent-loops reset <name>', 'warning'); return; }
+                    var desc = this._loopProfiles[name] ? this._loopProfiles[name].displayName : 'Reset profile';
+                    this._loopProfiles[name] = this._defaultLoopProfile(name, desc);
+                    this._saveLoopProfiles();
+                    if (this._activeLoopProfile && this._activeLoopProfile.name === name) { this._switchLoopProfile(name); }
+                    this.terminal.print("Profile '" + name + "' reset to defaults", 'success');
+                } else {
+                    if (this._loopProfiles[sub]) {
+                        this._switchLoopProfile(sub);
+                        var p = this._activeLoopProfile;
+                        this.terminal.print("Switched to '" + sub + "': " + p.displayName, 'success');
+                        this.terminal.print('  Max turns: ' + (p.loop ? p.loop.maxTurns : this.MAX_TOOL_TURNS) + ' | Tools: ' + (p.tools ? p.tools.mode : 'all') + ' | Temp: ' + (p.model && p.model.temperature !== null ? p.model.temperature : 'inherit'), 'text-muted');
+                    } else {
+                        this.terminal.print("Profile '" + sub + "' not found. Available: " + Object.keys(this._loopProfiles).join(', '), 'error');
+                    }
+                }
+            }
+            _setNestedKey(obj, key, val) {
+                var parts = key.split('.');
+                var o = obj;
+                for (var i = 0; i < parts.length - 1; i++) {
+                    if (!o[parts[i]]) o[parts[i]] = {};
+                    o = o[parts[i]];
+                }
+                var last = parts[parts.length - 1];
+                try { o[last] = JSON.parse(val); } catch (e) { o[last] = val; }
+            }
             // ── BENCHMARK SUITE ──
-            _benchmarkTasks() { return [ { id: "fs-navigate", prompt: "List all files in the root directory and tell me how many .js files exist", maxTurns: 3, successCheck: function(r, log) { return r.length > 10 && log.some(function(t) { return t.name === "list_files"; }); } }, { id: "fs-create-read", prompt: "Create a file called /tmp/bench-test.txt with 'hello bench', then read it back to verify", maxTurns: 4, successCheck: function(r) { return r.toLowerCase().indexOf("hello") !== -1; }, destructive: true }, { id: "nvfs-resolve", prompt: "What terminal command handles file operations? Use nvfs-resolve to find it", maxTurns: 3, successCheck: function(r, log) { return log.some(function(t) { return t.name === "nvfs_resolve"; }) && r.length > 20; } }, { id: "web-search", prompt: "Search the web for 'what is the capital of France' and tell me the answer", maxTurns: 3, successCheck: function(r) { return r.toLowerCase().indexOf("paris") !== -1; } }, { id: "multi-tool", prompt: "Read the file /package.json, then list all modules, then summarize both results", maxTurns: 6, successCheck: function(r, log) { return log.filter(function(t) { return ["read_file","list_files","list_modules"].indexOf(t.name) !== -1; }).length >= 2; } }, { id: "code-edit", prompt: "Create a file /tmp/bench-code.js with a function that adds two numbers, then read it back to verify", maxTurns: 5, successCheck: function(r, log) { return log.some(function(t) { return t.name === "write_file"; }); }, destructive: true } ]; }
+            _benchmarkTasks() {
+                return [
+                    { id: 'fs-navigate', prompt: 'List all files in the root directory and tell me how many .js files exist', maxTurns: 3, successCheck: function(r, log) { return r.length > 10 && log.some(function(t) { return t.name === 'list_files'; }); } },
+                    { id: 'fs-create-read', prompt: 'Create a file called /tmp/bench-test.txt with "hello bench", then read it back to verify', maxTurns: 4, successCheck: function(r) { return r.toLowerCase().indexOf('hello') !== -1; }, destructive: true },
+                    { id: 'nvfs-resolve', prompt: 'What terminal command handles file operations? Use nvfs-resolve to find it', maxTurns: 3, successCheck: function(r, log) { return log.some(function(t) { return t.name === 'nvfs_resolve'; }) && r.length > 20; } },
+                    { id: 'web-search', prompt: 'Search the web for "what is the capital of France" and tell me the answer', maxTurns: 3, successCheck: function(r) { return r.toLowerCase().indexOf('paris') !== -1; } },
+                    { id: 'multi-tool', prompt: 'Read the file /package.json, then list all modules, then summarize both results', maxTurns: 6, successCheck: function(r, log) { return log.filter(function(t) { return ['read_file','list_files','list_modules'].indexOf(t.name) !== -1; }).length >= 2; } },
+                    { id: 'code-edit', prompt: 'Create a file /tmp/bench-code.js with a function that adds two numbers, then read it back to verify', maxTurns: 5, successCheck: function(r, log) { return log.some(function(t) { return t.name === 'write_file'; }); }, destructive: true },
+                ];
+            }
             async _runBenchmark(profileName, taskIds) {
-                var tasks = this._benchmarkTasks(); if (taskIds) tasks = tasks.filter(function(t) { return taskIds.indexOf(t.id) !== -1; });
+                var tasks = this._benchmarkTasks();
+                if (taskIds) tasks = tasks.filter(function(t) { return taskIds.indexOf(t.id) !== -1; });
                 var prevProfile = this._activeLoopProfile ? this._activeLoopProfile.name : null;
                 if (profileName && this._loopProfiles[profileName]) this._switchLoopProfile(profileName);
-                this.terminal.print("📊 Benchmark: " + profileName + " (" + tasks.length + " tasks)", "info");
+                this.terminal.print('📊 Benchmark: ' + profileName + ' (' + tasks.length + ' tasks)', 'info');
                 var results = [];
-                for (var ti = 0; ti < tasks.length; ti++) { var task = tasks[ti]; this.terminal.print("  ▶ " + task.id + "...", "text-muted"); var t0 = Date.now(); var toolLogBefore = this._toolCallLog.length; var messages = [{ role: "user", content: task.prompt }]; messages.unshift({ role: "system", content: this.systemPrompt }); var savedMax = this._activeLoopProfile && this._activeLoopProfile.loop ? this._activeLoopProfile.loop.maxTurns : null; if (this._activeLoopProfile && this._activeLoopProfile.loop) { this._activeLoopProfile.loop.maxTurns = task.maxTurns; } try { var result = await this.agenticLoop(messages); var latency = Date.now() - t0; var newTools = this._toolCallLog.slice(toolLogBefore); var passed = task.successCheck(result.finalAnswer || "", newTools); var tokens = await this._estimateTokensForRun(newTools, result.finalAnswer); results.push({ id: task.id, turns: result.toolTurns, tokens: tokens, latency: latency, pass: passed }); this.terminal.print("    " + (passed ? "✅" : "❌") + " " + result.toolTurns + " turns, " + tokens + " tokens, " + (latency/1000).toFixed(1) + "s", passed ? "success" : "warning"); } catch (e) { results.push({ id: task.id, turns: 0, tokens: 0, latency: Date.now() - t0, pass: false, error: e.message }); this.terminal.print("    ❌ Error: " + e.message, "error"); } if (this._activeLoopProfile && this._activeLoopProfile.loop && savedMax != null) { this._activeLoopProfile.loop.maxTurns = savedMax; } this.context = []; }
+                for (var ti = 0; ti < tasks.length; ti++) {
+                    var task = tasks[ti];
+                    this.terminal.print('  ▶ ' + task.id + '...', 'text-muted');
+                    var t0 = Date.now();
+                    var toolLogBefore = this._toolCallLog.length;
+                    var messages = [{ role: 'user', content: task.prompt }];
+                    messages.unshift({ role: 'system', content: this.systemPrompt });
+                    var savedMax = this._activeLoopProfile && this._activeLoopProfile.loop ? this._activeLoopProfile.loop.maxTurns : null;
+                    if (this._activeLoopProfile && this._activeLoopProfile.loop) { this._activeLoopProfile.loop.maxTurns = task.maxTurns; }
+                    try {
+                        var result = await this.agenticLoop(messages);
+                        var latency = Date.now() - t0;
+                        var newTools = this._toolCallLog.slice(toolLogBefore);
+                        var passed = task.successCheck(result.finalAnswer || '', newTools);
+                        var tokens = await this._estimateTokensForRun(newTools, result.finalAnswer);
+                        results.push({ id: task.id, turns: result.toolTurns, tokens: tokens, latency: latency, pass: passed });
+                        this.terminal.print('    ' + (passed ? '✅' : '❌') + ' ' + result.toolTurns + ' turns, ' + tokens + ' tokens, ' + (latency/1000).toFixed(1) + 's', passed ? 'success' : 'warning');
+                    } catch (e) {
+                        results.push({ id: task.id, turns: 0, tokens: 0, latency: Date.now() - t0, pass: false, error: e.message });
+                        this.terminal.print('    ❌ Error: ' + e.message, 'error');
+                    }
+                    if (this._activeLoopProfile && this._activeLoopProfile.loop && savedMax != null) { this._activeLoopProfile.loop.maxTurns = savedMax; }
+                    this.context = [];
+                }
                 var profile = this._loopProfiles[profileName];
-                if (profile) { var passed = results.filter(function(r) { return r.pass; }).length; profile.benchmark = { lastRun: new Date().toISOString(), tasks: results, avgLatency: Math.round(results.reduce(function(s, r) { return s + r.latency; }, 0) / results.length), avgTokens: Math.round(results.reduce(function(s, r) { return s + r.tokens; }, 0) / results.length), taskCompletionRate: passed / results.length }; this._saveLoopProfile(profile); }
-                this.terminal.print("┌──────────────────────────────────────────────────────────┐", "info"); this.terminal.print("│  Benchmark: " + profileName, "info"); this.terminal.print("├──────────────────────────────────────────────────────────┤", "info");
-                for (var ri = 0; ri < results.length; ri++) { var r = results[ri]; var status = r.pass ? "✅" : "❌"; this.terminal.print("│  " + r.id + "  " + r.turns + "t  " + r.tokens + "tok  " + (r.latency/1000).toFixed(1) + "s  " + status, "info"); }
-                this.terminal.print("├──────────────────────────────────────────────────────────┤", "info");
-                var passed = results.filter(function(r) { return r.pass; }).length; var avgLat = (results.reduce(function(s, r) { return s + r.latency; }, 0) / results.length / 1000).toFixed(1); var avgTok = Math.round(results.reduce(function(s, r) { return s + r.tokens; }, 0) / results.length);
-                this.terminal.print("│  " + passed + "/" + results.length + " passed (" + Math.round(passed/results.length*100) + "%) | Avg: " + avgLat + "s, " + avgTok + "tok", "info"); this.terminal.print("└──────────────────────────────────────────────────────────┘", "info");
-                if (prevProfile && prevProfile !== profileName) this._switchLoopProfile(prevProfile); return results;
-            }
-            async _estimateTokensForRun(toolLog, finalAnswer) { var om = this.terminal ? this.terminal.ollamaManager : null; if (om && om._usageLog && om._usageLog.length > 0) { var last = om._usageLog[om._usageLog.length - 1]; return last.total_tokens || 0; } var toolChars = toolLog.reduce(function(s, t) { return s + (t.result ? t.result.length : 0); }, 0); var answerChars = (finalAnswer || "").length; return Math.round((toolChars + answerChars) / 4); }
-            benchCmd(args) { var profile = null; var taskIds = null; for (var ai = 0; ai < args.length; ai++) { if (args[ai].indexOf("--tasks=") === 0) taskIds = args[ai].split("=")[1].split(","); else if (args[ai].indexOf("--") !== 0) profile = args[ai]; } if (!profile) { this.terminal.print("Usage: bench [profile] [--tasks=id1,id2] [--repeat=N]", "warning"); this.terminal.print("Available tasks: " + this._benchmarkTasks().map(function(t) { return t.id; }).join(", "), "text-muted"); return; } this._runBenchmark(profile, taskIds); }
-            benchCompareCmd(args) { var p1 = args[0], p2 = args[1]; if (!p1 || !p2) { this.terminal.print("Usage: bench-compare <profile1> <profile2>", "warning"); return; } var b1 = this._loopProfiles[p1] ? this._loopProfiles[p1].benchmark : null; var b2 = this._loopProfiles[p2] ? this._loopProfiles[p2].benchmark : null; if (!b1 || !b1.lastRun) { this.terminal.print("No benchmark for '" + p1 + "'. Run: bench " + p1, "warning"); return; } if (!b2 || !b2.lastRun) { this.terminal.print("No benchmark for '" + p2 + "'. Run: bench " + p2, "warning"); return; } this.terminal.print("┌──────────────────────────────────────────────────────────┐", "info"); this.terminal.print("│  " + p1 + " vs " + p2, "info"); this.terminal.print("├──────────────────────────────────────────────────────────┤", "info"); this.terminal.print("│  Pass rate:   " + (b1.taskCompletionRate*100).toFixed(0) + "%        vs        " + (b2.taskCompletionRate*100).toFixed(0) + "%", "info"); this.terminal.print("│  Avg tokens:  " + b1.avgTokens + "         vs        " + b2.avgTokens, "info"); this.terminal.print("│  Avg latency: " + (b1.avgLatency/1000).toFixed(1) + "s        vs        " + (b2.avgLatency/1000).toFixed(1) + "s", "info"); this.terminal.print("│  Last run:    " + b1.lastRun.substring(0,10) + "   vs   " + b2.lastRun.substring(0,10), "info"); this.terminal.print("└──────────────────────────────────────────────────────────┘", "info"); }
+                if (profile) {
+                    var passed = results.filter(function(r) { return r.pass; }).length;
+                    profile.benchmark = {
+                        lastRun: new Date().toISOString(),
+                        tasks: results,
+                        avgLatency: Math.round(results.reduce(function(s, r) { return s + r.latency; }, 0) / results.length),
+                        avgTokens: Math.round(results.reduce(function(s, r) { return s + r.tokens; }, 0) / results.length),
+                        taskCompletionRate: passed / results.length
+                    };
+                    this._saveLoopProfile(profile);
+                }
+                this.terminal.print('┌──────────────────────────────────────────────────────────┐', 'info');
+                this.terminal.print('│  Benchmark: ' + profileName, 'info');
+                this.terminal.print('├──────────────────────────────────────────────────────────┤', 'info');
+                for (var ri = 0; ri < results.length; ri++) {
+                    var r = results[ri];
+                    var status = r.pass ? '✅' : '❌';
+                    this.terminal.print('│  ' + r.id + '  ' + r.turns + 't  ' + r.tokens + 'tok  ' + (r.latency/1000).toFixed(1) + 's  ' + status, 'info');
+                }
+                this.terminal.print('├──────────────────────────────────────────────────────────┤', 'info');
+                var passed = results.filter(function(r) { return r.pass; }).length;
+                var avgLat = (results.reduce(function(s, r) { return s + r.latency; }, 0) / results.length / 1000).toFixed(1);
+                var avgTok = Math.round(results.reduce(function(s, r) { return s + r.tokens; }, 0) / results.length);
+                this.terminal.print('│  ' + passed + '/' + results.length + ' passed (' + Math.round(passed/results.length*100) + '%) | Avg: ' + avgLat + 's, ' + avgTok + 'tok', 'info');
+                this.terminal.print('└──────────────────────────────────────────────────────────┘', 'info');
+                if (prevProfile && prevProfile !== profileName) this._switchLoopProfile(prevProfile);
+                return results;
+            }
+            async _estimateTokensForRun(toolLog, finalAnswer) {
+                var om = this.terminal ? this.terminal.ollamaManager : null;
+                if (om && om._usageLog && om._usageLog.length > 0) {
+                    var last = om._usageLog[om._usageLog.length - 1];
+                    return last.total_tokens || 0;
+                }
+                var toolChars = toolLog.reduce(function(s, t) { return s + (t.result ? t.result.length : 0); }, 0);
+                var answerChars = (finalAnswer || '').length;
+                return Math.round((toolChars + answerChars) / 4);
+            }
+            benchCmd(args) {
+                var profile = null;
+                var taskIds = null;
+                for (var ai = 0; ai < args.length; ai++) {
+                    if (args[ai].indexOf('--tasks=') === 0) taskIds = args[ai].split('=')[1].split(',');
+                    else if (args[ai].indexOf('--') !== 0) profile = args[ai];
+                }
+                if (!profile) {
+                    this.terminal.print('Usage: bench [profile] [--tasks=id1,id2] [--repeat=N]', 'warning');
+                    this.terminal.print('Available tasks: ' + this._benchmarkTasks().map(function(t) { return t.id; }).join(', '), 'text-muted');
+                    return;
+                }
+                this._runBenchmark(profile, taskIds);
+            }
+            benchCompareCmd(args) {
+                var p1 = args[0], p2 = args[1];
+                if (!p1 || !p2) { this.terminal.print('Usage: bench-compare <profile1> <profile2>', 'warning'); return; }
+                var b1 = this._loopProfiles[p1] ? this._loopProfiles[p1].benchmark : null;
+                var b2 = this._loopProfiles[p2] ? this._loopProfiles[p2].benchmark : null;
+                if (!b1 || !b1.lastRun) { this.terminal.print("No benchmark for '" + p1 + "'. Run: bench " + p1, 'warning'); return; }
+                if (!b2 || !b2.lastRun) { this.terminal.print("No benchmark for '" + p2 + "'. Run: bench " + p2, 'warning'); return; }
+                this.terminal.print('┌──────────────────────────────────────────────────────────┐', 'info');
+                this.terminal.print('│  ' + p1 + ' vs ' + p2, 'info');
+                this.terminal.print('├──────────────────────────────────────────────────────────┤', 'info');
+                this.terminal.print('│  Pass rate:   ' + (b1.taskCompletionRate*100).toFixed(0) + '%        vs        ' + (b2.taskCompletionRate*100).toFixed(0) + '%', 'info');
+                this.terminal.print('│  Avg tokens:  ' + b1.avgTokens + '         vs        ' + b2.avgTokens, 'info');
+                this.terminal.print('│  Avg latency: ' + (b1.avgLatency/1000).toFixed(1) + 's        vs        ' + (b2.avgLatency/1000).toFixed(1) + 's', 'info');
+                this.terminal.print('│  Last run:    ' + b1.lastRun.substring(0,10) + '   vs   ' + b2.lastRun.substring(0,10), 'info');
+                this.terminal.print('└──────────────────────────────────────────────────────────┘', 'info');
+            }
             // ── SELF-IMPROVEMENT LOOP ──
             _postRunReview(result, toolLog, usageData) {
-                var anomalies = []; var maxT = this._activeLoopProfile && this._activeLoopProfile.loop ? this._activeLoopProfile.loop.maxTurns : this.MAX_TOOL_TURNS;
-                if (result.toolTurns >= maxT * 0.8) { anomalies.push({ type: "max_turns_near_limit", value: result.toolTurns, max: maxT }); }
-                if (usageData && usageData.total_tokens > 50000) { anomalies.push({ type: "high_token_usage", value: usageData.total_tokens }); }
-                var failedTools = toolLog.filter(function(t) { return t.error; }); if (failedTools.length > 2) { var uniqueTools = []; failedTools.forEach(function(t) { if (uniqueTools.indexOf(t.name) === -1) uniqueTools.push(t.name); }); anomalies.push({ type: "tool_failures", count: failedTools.length, tools: uniqueTools }); }
-                var bench = this._activeLoopProfile ? this._activeLoopProfile.benchmark : null; if (bench && bench.avgTokens && usageData) { if (usageData.total_tokens > bench.avgTokens * 1.5) { anomalies.push({ type: "above_benchmark", value: usageData.total_tokens, benchmark: bench.avgTokens, ratio: (usageData.total_tokens / bench.avgTokens).toFixed(1) }); } }
+                var anomalies = [];
+                var maxT = this._activeLoopProfile && this._activeLoopProfile.loop ? this._activeLoopProfile.loop.maxTurns : this.MAX_TOOL_TURNS;
+                if (result.toolTurns >= maxT * 0.8) {
+                    anomalies.push({ type: 'max_turns_near_limit', value: result.toolTurns, max: maxT });
+                }
+                if (usageData && usageData.total_tokens > 50000) {
+                    anomalies.push({ type: 'high_token_usage', value: usageData.total_tokens });
+                }
+                var failedTools = toolLog.filter(function(t) { return t.error; });
+                if (failedTools.length > 2) {
+                    var uniqueTools = [];
+                    failedTools.forEach(function(t) { if (uniqueTools.indexOf(t.name) === -1) uniqueTools.push(t.name); });
+                    anomalies.push({ type: 'tool_failures', count: failedTools.length, tools: uniqueTools });
+                }
+                var bench = this._activeLoopProfile ? this._activeLoopProfile.benchmark : null;
+                if (bench && bench.avgTokens && usageData) {
+                    if (usageData.total_tokens > bench.avgTokens * 1.5) {
+                        anomalies.push({ type: 'above_benchmark', value: usageData.total_tokens, benchmark: bench.avgTokens, ratio: (usageData.total_tokens / bench.avgTokens).toFixed(1) });
+                    }
+                }
                 if (anomalies.length === 0) return;
-                var suggestions = []; var profileAdjusted = false;
-                for (var ai = 0; ai < anomalies.length; ai++) { var a = anomalies[ai];
-                    if (a.type === "max_turns_near_limit") {
-                        suggestions.push("This task used " + result.toolTurns + "/" + maxT + " turns — consider increasing max-turns or splitting the task");
-                        if (this._activeLoopProfile && this._activeLoopProfile.loop) { var newMax = (this._activeLoopProfile.loop.maxTurns || this.MAX_TOOL_TURNS) + 2; this._activeLoopProfile.loop.maxTurns = newMax; this._saveLoopProfile(this._activeLoopProfile); suggestions.push("  → Auto-adjusted maxTurns to " + newMax); profileAdjusted = true; }
-                    } else if (a.type === "high_token_usage") suggestions.push("High token usage (" + (a.value/1000).toFixed(0) + "K) — consider a minimal-tools profile for simpler tasks");
-                    else if (a.type === "tool_failures") {
-                        suggestions.push(a.count + " tool failures (" + a.tools.join(", ") + ") — check if modules are loaded or paths correct");
-                        if (this._activeLoopProfile && this._activeLoopProfile.systemPrompt) { var constraint = "[Constraint] Avoid tools that failed: " + a.tools.join(", ") + ". Verify module state before calling these tools."; if (this._activeLoopProfile.systemPrompt.append) { if (this._activeLoopProfile.systemPrompt.append.indexOf(constraint) === -1) { this._activeLoopProfile.systemPrompt.append += "\n" + constraint; } } else { this._activeLoopProfile.systemPrompt.append = constraint; } this._saveLoopProfile(this._activeLoopProfile); suggestions.push("  → Added constraint to profile: avoid " + a.tools.join(", ")); profileAdjusted = true; }
-                    } else if (a.type === "above_benchmark") suggestions.push("This run used " + a.ratio + "x more tokens than benchmark avg (" + a.benchmark + ") — consider profile optimization");
-                }
-                var suggestion = suggestions.join("\n");
-                try { var fs = this.terminal.fs; var index = fs.fsReadJSON("/skills/index.json") || {}; var autoSkills = Object.entries(index).filter(function(e) { return (e[1].tags || []).indexOf("auto-improvement") !== -1; }); if (!this._loopLessonCleaned) { this._loopLessonCleaned = true; autoSkills.forEach(function(e) { try { fs.unlink("/skills/" + e[0] + ".md"); } catch (ex) {} delete index[e[0]]; }); autoSkills = []; } var now = Date.now(); autoSkills = autoSkills.filter(function(e) { var created = new Date(e[1].created).getTime(); if (now - created > 86400000) { try { fs.unlink("/skills/" + e[0] + ".md"); } catch (ex) {} delete index[e[0]]; return false; } return true; }); var anomalyTypes = anomalies.map(function(a) { return a.type; }).sort().join(","); var isDuplicate = autoSkills.length > 0 && autoSkills[autoSkills.length - 1][1].anomalyTypes === anomalyTypes; if (!isDuplicate && autoSkills.length >= 3) { var oldest = autoSkills[0]; try { fs.unlink("/skills/" + oldest[0] + ".md"); } catch (ex) {} delete index[oldest[0]]; autoSkills.shift(); } if (!isDuplicate) { var skillName = "loop-lesson-" + Date.now(); var content = "---\nname: " + skillName + "\ndescription: Auto-saved from agent loop anomaly detection\ntags: [auto-improvement, agent-loop, auto]\ncategory: system\n---\n## Anomalies Detected\n\n" + JSON.stringify(anomalies, null, 2) + "\n\n## Suggestions\n\n" + suggestion + "\n\n## Context\n- Profile: " + (this._activeLoopProfile ? this._activeLoopProfile.name : "none") + "\n- Turns: " + result.toolTurns + "\n- Tools used: " + toolLog.map(function(t) { return t.name; }).join(", "); fs.mkdirRecursive("/skills"); fs.writeFile("/skills/" + skillName + ".md", content); index[skillName] = { name: skillName, description: "Auto-saved loop lesson", tags: ["auto-improvement", "agent-loop", "auto"], category: "system", created: new Date().toISOString(), updated: new Date().toISOString(), anomalyTypes: anomalyTypes }; fs.fsWriteJSON("/skills/index.json", index); } } catch (e) {}
-                var msg = "💡 Self-improvement: " + anomalies.length + " anomaly(ies)"; if (profileAdjusted) msg += " — profile auto-adjusted";
-                this.terminal.print(msg, "info");
+                var suggestions = [];
+                var profileAdjusted = false;
+                for (var ai = 0; ai < anomalies.length; ai++) {
+                    var a = anomalies[ai];
+                    if (a.type === 'max_turns_near_limit') {
+                        suggestions.push('This task used ' + result.toolTurns + '/' + maxT + ' turns — consider increasing max-turns or splitting the task');
+                        // Auto-correct: bump maxTurns by +2
+                        if (this._activeLoopProfile && this._activeLoopProfile.loop) {
+                            var newMax = (this._activeLoopProfile.loop.maxTurns || this.MAX_TOOL_TURNS) + 2;
+                            this._activeLoopProfile.loop.maxTurns = newMax;
+                            this._saveLoopProfile(this._activeLoopProfile);
+                            suggestions.push('  → Auto-adjusted maxTurns to ' + newMax);
+                            profileAdjusted = true;
+                        }
+                    }
+                    else if (a.type === 'high_token_usage') suggestions.push('High token usage (' + (a.value/1000).toFixed(0) + 'K) — consider a minimal-tools profile for simpler tasks');
+                    else if (a.type === 'tool_failures') {
+                        suggestions.push(a.count + ' tool failures (' + a.tools.join(', ') + ') — check if modules are loaded or paths correct');
+                        // Auto-fix: map failed tools to modules and suggest fix
+                        if (!this._autoFixSuggestions) this._autoFixSuggestions = [];
+                        if (!this._toolToModuleMap) this._buildToolToModuleMap();
+                        for (var fi = 0; fi < a.tools.length; fi++) {
+                            var failedMod = this._toolToModuleMap[a.tools[fi]];
+                            if (failedMod && this._autoFixSuggestions.length < 3) {
+                                this._autoFixSuggestions.push({
+                                    module: failedMod,
+                                    tool: a.tools[fi],
+                                    reason: 'Repeated tool failure in agent loop',
+                                    suggestion: 'Consider running ship_module to fix ' + failedMod
+                                });
+                            }
+                        }
+                        // Auto-correct: inject negative constraint into profile append
+                        if (this._activeLoopProfile && this._activeLoopProfile.systemPrompt) {
+                            var constraint = '[Constraint] Avoid tools that failed: ' + a.tools.join(', ') + '. Verify module state before calling these tools.';
+                            if (this._activeLoopProfile.systemPrompt.append) {
+                                if (this._activeLoopProfile.systemPrompt.append.indexOf(constraint) === -1) {
+                                    this._activeLoopProfile.systemPrompt.append += '\n' + constraint;
+                                }
+                            } else {
+                                this._activeLoopProfile.systemPrompt.append = constraint;
+                            }
+                            this._saveLoopProfile(this._activeLoopProfile);
+                            suggestions.push('  → Added constraint to profile: avoid ' + a.tools.join(', '));
+                            profileAdjusted = true;
+                        }
+                    }
+                    else if (a.type === 'above_benchmark') suggestions.push('This run used ' + a.ratio + 'x more tokens than benchmark avg (' + a.benchmark + ') — consider profile optimization');
+                }
+                var suggestion = suggestions.join('\n');
+                try {
+                    var fs = this.terminal.fs;
+                    var index = fs.fsReadJSON('/skills/index.json') || {};
+                    var autoSkills = Object.entries(index).filter(function(e) { return (e[1].tags || []).indexOf('auto-improvement') !== -1; });
+                    // One-time cleanup: remove all existing loop-lesson files on first run
+                    if (!this._loopLessonCleaned) {
+                        this._loopLessonCleaned = true;
+                        autoSkills.forEach(function(e) {
+                            try { fs.unlink('/skills/' + e[0] + '.md'); } catch (ex) {}
+                            delete index[e[0]];
+                        });
+                        autoSkills = [];
+                    }
+                    // Age limit: remove lessons older than 24h
+                    var now = Date.now();
+                    autoSkills = autoSkills.filter(function(e) {
+                        var created = new Date(e[1].created).getTime();
+                        if (now - created > 86400000) {
+                            try { fs.unlink('/skills/' + e[0] + '.md'); } catch (ex) {}
+                            delete index[e[0]];
+                            return false;
+                        }
+                        return true;
+                    });
+                    // Dedup: skip if latest lesson has same anomaly types
+                    var anomalyTypes = anomalies.map(function(a) { return a.type; }).sort().join(',');
+                    var isDuplicate = autoSkills.length > 0 && autoSkills[autoSkills.length - 1][1].anomalyTypes === anomalyTypes;
+                    // FIFO rotation: if at cap, delete oldest before creating
+                    if (!isDuplicate && autoSkills.length >= 3) {
+                        var oldest = autoSkills[0];
+                        try { fs.unlink('/skills/' + oldest[0] + '.md'); } catch (ex) {}
+                        delete index[oldest[0]];
+                        autoSkills.shift();
+                    }
+                    if (!isDuplicate) {
+                        var skillName = 'loop-lesson-' + Date.now();
+                        var content = '---\nname: ' + skillName + '\ndescription: Auto-saved from agent loop anomaly detection\ntags: [auto-improvement, agent-loop, auto]\ncategory: system\n---\n## Anomalies Detected\n\n' + JSON.stringify(anomalies, null, 2) + '\n\n## Suggestions\n\n' + suggestion + '\n\n## Context\n- Profile: ' + (this._activeLoopProfile ? this._activeLoopProfile.name : 'none') + '\n- Turns: ' + result.toolTurns + '\n- Tools used: ' + toolLog.map(function(t) { return t.name; }).join(', ');
+                        fs.mkdirRecursive('/skills');
+                        fs.writeFile('/skills/' + skillName + '.md', content);
+                        index[skillName] = { name: skillName, description: 'Auto-saved loop lesson', tags: ['auto-improvement', 'agent-loop', 'auto'], category: 'system', created: new Date().toISOString(), updated: new Date().toISOString(), anomalyTypes: anomalyTypes };
+                        fs.fsWriteJSON('/skills/index.json', index);
+                    }
+                } catch (e) { /* VFS not available */ }
+                var msg = '💡 Self-improvement: ' + anomalies.length + ' anomaly(ies)';
+                if (profileAdjusted) msg += ' — profile auto-adjusted';
+                this.terminal.print(msg, 'info');
             }
-            _vaultmindStatusCmd() {
-                const token = localStorage.getItem('vaultmind_token');
-                if (token) {
-                    this.terminal.print('✅ VaultMind session active (token: ' + token.substring(0, 12) + '...)', 'success');
-                } else {
-                    this.terminal.print('❌ No VaultMind session. Use: vaultmind-connect [testnet|mainnet]', 'warning');
+            async _collectDashboardData() {
+                try {
+                    const terminal = this.terminal;
+                    const mm = terminal.moduleManager;
+                    const om = terminal.ollamaManager;
+                    const fs = terminal.fs;
+                    const data = {};
+
+                    // Version
+                    data.version = window.NEWOS4_VERSION || 'v?';
+
+                    // Modules
+                    const mods = mm ? Object.keys(mm.modules) : [];
+                    const registry = mm ? (mm.moduleRegistry || []) : [];
+                    data.modules = {
+                        loaded: mods.length,
+                        total: registry.length || mods.length,
+                        modifiedCount: 0
+                    };
+                    try {
+                        const modsDir = fs ? fs.readDir('/_mods/') : null;
+                        if (modsDir) data.modules.modifiedCount = modsDir.filter(function(e) { return e.type === 'file' && e.name.endsWith('.js') && !e.name.endsWith('.orig.js'); }).length;
+                    } catch (e) {}
+
+                    // Agents
+                    const orch = mm ? mm.modules['OrchestratorModule'] : null;
+                    if (orch && orch._agents) {
+                        var agentList = Object.values(orch._agents);
+                        data.agents = {
+                            total: agentList.length,
+                            busy: agentList.filter(function(a) { return a.status === 'busy'; }).length,
+                            idle: agentList.filter(function(a) { return a.status === 'idle'; }).length,
+                            sleeping: agentList.filter(function(a) { return a.status === 'sleeping'; }).length,
+                            failed: agentList.filter(function(a) { return a.status === 'failed' || a.status === 'restarting'; }).length,
+                            list: agentList.map(function(a) { return { id: a.id, role: a.role, status: a.status, caps: (a.capabilities || []).length }; })
+                        };
+                    } else {
+                        data.agents = { total: 0, busy: 0, idle: 0, sleeping: 0, failed: 0, list: [] };
+                    }
+
+                    // Memory
+                    var heapStr = 'N/A';
+                    try { if (performance.memory) heapStr = (performance.memory.usedJSHeapSize / 1048576).toFixed(1) + 'MB'; } catch (e) {}
+                    var graphNodes = 0;
+                    var mg = mm ? mm.modules['MemoryGraphModule'] : null;
+                    if (mg && mg._nodes) graphNodes = Object.keys(mg._nodes).length;
+                    data.memory = { heap: heapStr, graphNodes: graphNodes };
+
+                    // VFS
+                    try {
+                        if (fs) {
+                            var fileCount = 0, dirCount = 0;
+                            var walk = function(path) {
+                                var entries = fs.ls(path);
+                                if (!entries) return;
+                                for (var i = 0; i < entries.length; i++) {
+                                    if (entries[i].type === 'file') fileCount++;
+                                    else { dirCount++; walk(path === '/' ? '/' + entries[i].name : path + '/' + entries[i].name); }
+                                }
+                            };
+                            walk('/');
+                            data.vfs = { files: fileCount, dirs: dirCount, size: (JSON.stringify(fs.root || {}).length / 1024).toFixed(1) + 'KB' };
+                        }
+                    } catch (e) { data.vfs = { files: 0, dirs: 0, size: '0KB' }; }
+
+                    // Ollama
+                    data.ollama = {
+                        connected: om ? om.connected : false,
+                        model: om ? om.currentModel : null,
+                        provider: om && om.currentProvider ? om.currentProvider.name : null
+                    };
+
+                    // Skills
+                    try {
+                        var skillIdx = fs ? fs.fsReadJSON('/skills/index.json') : null;
+                        data.skills = { count: skillIdx ? Object.keys(skillIdx).length : 0 };
+                    } catch (e) { data.skills = { count: 0 }; }
+
+                    // Token usage
+                    try {
+                        if (om && typeof om.getUsageStats === 'function') {
+                            var usage = om.getUsageStats({ since_hours: 24 });
+                            data.usage = usage;
+                        }
+                    } catch (e) { data.usage = { total: 0 }; }
+
+                    // Tool latency
+                    var sm = mm ? mm.modules['ServerMonitorModule'] : null;
+                    if (sm && sm._latencyLog) {
+                        var toolStats = {};
+                        for (var i = 0; i < sm._latencyLog.length; i++) {
+                            var entry = sm._latencyLog[i];
+                            if (!toolStats[entry.name]) toolStats[entry.name] = { calls: 0, totalMs: 0, errors: 0, maxMs: 0 };
+                            toolStats[entry.name].calls++;
+                            toolStats[entry.name].totalMs += entry.duration;
+                            toolStats[entry.name].errors += entry.error ? 1 : 0;
+                            toolStats[entry.name].maxMs = Math.max(toolStats[entry.name].maxMs, entry.duration);
+                        }
+                        data.latency = Object.entries(toolStats)
+                            .map(function(e) { return { name: e[0], avg: Math.round(e[1].totalMs / e[1].calls) + 'ms', max: e[1].maxMs + 'ms', calls: e[1].calls, errors: e[1].errors }; })
+                            .sort(function(a, b) { return parseInt(b.avg) - parseInt(a.avg); })
+                            .slice(0, 10);
+                    } else {
+                        data.latency = [];
+                    }
+
+                    // System health
+                    var totalErrors = 0;
+                    try {
+                        var ds = mm ? mm.modules['DebugSupervisorModule'] : null;
+                        if (ds && ds._errorDB) totalErrors += Object.keys(ds._errorDB.errors).length;
+                        if (sm && sm._latencyLog) totalErrors += sm._latencyLog.filter(function(e) { return e.error; }).length;
+                    } catch (e) {}
+                    var predictor = mm ? mm.modules['PredictorModule'] : null;
+                    var predictorAcc = 'N/A';
+                    if (predictor && predictor._accuracy && predictor._accuracy.total > 0) {
+                        predictorAcc = Math.round(predictor._accuracy.correct / predictor._accuracy.total * 100) + '%';
+                    }
+                    data.health = {
+                        modules: data.modules.loaded + '/' + data.modules.total,
+                        vfsSize: data.vfs ? data.vfs.size : '?',
+                        online: typeof navigator !== 'undefined' ? navigator.onLine : true,
+                        errors: totalErrors,
+                        predictorAccuracy: predictorAcc
+                    };
+
+                    data.timestamp = Date.now();
+
+                    // Write to localStorage for the dashboard HTML page to read
+                    try { localStorage.setItem('webx11_dashboard_data', JSON.stringify(data)); } catch (e) {}
+
+                    return data;
+                } catch (e) {
+                    console.error('[Dashboard] Collection error:', e.message);
+                    return { error: e.message, timestamp: Date.now() };
                 }
             }
         }
@@ -12021,8 +13267,7 @@ class ChatStudioModule {
                 var shortNames = {
                     'llama3.2': 'Llama3.2',
                     'llama3': 'Llama3',
-                    'gemma3:4b': 'Gemma3-4B',
-                    'gemma3:1b': 'Gemma3-1B',
+                    'gemma4:31b-cloud': 'Gemma4-31B',
                     'gemma2:2b': 'Gemma2',
                     'qwen2.5:7b-instruct': 'Qwen2.5',
                     'qwen3:8b': 'Qwen3',
@@ -13173,10 +14418,15 @@ class LeaseModule {
         this.terminal.print('📜 Lease system loaded', 'info');
     }
     createLease(args) {
+        // Parse --write flag
+        const writeIdx = args.indexOf('--write');
+        const writeAccess = writeIdx !== -1;
+        if (writeIdx !== -1) args.splice(writeIdx, 1);
+
         const workerId = args[1];
         const duration = parseInt(args[2]) || 30;
         const task = args.slice(3).join(' ') || 'generic task';
-        if (!workerId) return this.terminal.print('Usage: lease-create <agent-id> [duration_sec] [task]', 'error');
+        if (!workerId) return this.terminal.print('Usage: lease-create <agent-id> [duration_sec] [task] [--write]', 'error');
 
         const lease = {
             id: `lease-${Date.now()}`,
@@ -13186,7 +14436,8 @@ class LeaseModule {
             createdAt: new Date().toISOString(),
             expiresAt: new Date(Date.now() + duration * 1000).toISOString(),
             status: 'active',
-            duration
+            duration,
+            write_access: writeAccess
         };
         this._leases[lease.id] = lease;
         this.terminal.fs.writeFile(`leases/${lease.id}.json`, JSON.stringify(lease));
@@ -13214,9 +14465,14 @@ class LeaseModule {
         this.terminal.print(`📜 Leases: ${active.length} active, ${expired.length} expired, ${revoked.length} revoked`, 'header');
         active.forEach(l => {
             const remaining = Math.max(0, Math.round((new Date(l.expiresAt) - Date.now()) / 1000));
-            this.terminal.print(`  ${l.id} → ${l.workerId} (${remaining}s remain) — ${l.task.substring(0, 40)}`, 'info');
+            const writeTag = l.write_access ? ' ✏️write' : ' 🔍read';
+            this.terminal.print(`  ${l.id} → ${l.workerId} (${remaining}s remain)${writeTag} — ${l.task.substring(0, 40)}`, 'info');
         });
     }
+    hasWriteAccess(agentId) {
+        // Check if any active lease grants write access for this agent
+        return Object.values(this._leases).some(l => l.workerId === agentId && l.status === 'active' && l.write_access === true);
+    }
     revokeLease(id) {
         if (!this._leases[id]) return this.terminal.print(`❌ Lease ${id} not found`, 'error');
         this._leases[id].status = 'revoked';
@@ -13296,6 +14552,8 @@ class OrchestratorModule {
         this._activeConsensus = null;
         this._pipelineHistory = [];
         this._PIPELINE_CONFIG = { autoFix: false, stageTimeout: 30000 };
+        this._schedules = [];
+        this._scheduleTimer = null;
         this._loadConfig();
     }
     _loadConfig() {
@@ -13348,6 +14606,9 @@ class OrchestratorModule {
         this.commands['consensus-status'] = () => this.consensusStatus();
         this.commands['consensus-history'] = () => this.consensusHistory();
         this.commands['pipeline'] = (args) => this.runPipeline(args);
+        this.commands['orchestrator-schedule'] = (args) => this.addSchedule(args);
+        this.commands['orchestrator-schedules'] = () => this.listSchedules();
+        this.commands['orchestrator-unschedule'] = (args) => this.removeSchedule(args[0]);
     }
     // ─── Task Decomposition Engine ───
     _decomposeGoal(goal) {
@@ -13410,6 +14671,9 @@ class OrchestratorModule {
             'consensus-status': 'consensus-status — Show current/active consensus round status',
             'consensus-history': 'consensus-history — Show past consensus rounds and their resolutions',
             'pipeline': 'pipeline <test|deploy|verify|history|config> — Autonomous CI/CD: test agents/queue/modules, deploy (test→auto-fix→verify), history (show runs), config (show config)',
+            'orchestrator-schedule': 'orchestrator-schedule <role> <interval_seconds> <task...> — Schedule a recurring task delegation',
+            'orchestrator-schedules': 'orchestrator-schedules — List all active recurring schedules',
+            'orchestrator-unschedule': 'orchestrator-unschedule <id> — Remove a recurring schedule',
             'orchestrator-status': 'orchestrator-status — Show agent pool status and config',
             'orchestrator-spawn': 'orchestrator-spawn [role] [capabilities...] — Manually spawn a new agent',
             'orchestrator-kill': 'orchestrator-kill <agent-id> — Terminate an agent and revoke leases',
@@ -13434,13 +14698,17 @@ class OrchestratorModule {
         this._reanimateFromVFS();
         // A2A mailbox polling loop (500ms)
         if (this._A2A_POLLING) {
-            this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
+            this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
         }
         // Heartbeat watchdog
-        this._heartbeatInterval = setInterval(() => this._checkHeartbeats(), this._HEARTBEAT_CHECK);
+        this._heartbeatInterval = this.terminal.moduleManager._setInterval(() => this._checkHeartbeats(), this._HEARTBEAT_CHECK);
         // Idle timeout sweep
-        this._idleSweepInterval = setInterval(() => this._sweepIdle(), this._IDLE_SWEEP_INTERVAL);
+        this._idleSweepInterval = this.terminal.moduleManager._setInterval(() => this._sweepIdle(), this._IDLE_SWEEP_INTERVAL);
         this.terminal.print('🧠 Orchestrator loaded — A2A mailbox transport active', 'success');
+        // Load recurring schedules from VFS
+        this._loadSchedules();
+        // Pre-spawn default agents after a short delay (let other modules init first)
+        setTimeout(() => this._preSpawnDefaultAgents(), 2000);
         // Subscribe to event bus for in-memory A2A delivery (instant, no VFS poll)
         this._on('a2a:message', (msg) => {
             if (msg.type === 'heartbeat' && msg.from && this._agents[msg.from]) {
@@ -13825,16 +15093,16 @@ class OrchestratorModule {
             'a2a-polling': () => {
                 this._A2A_POLLING = val === 'on' || val === 'true';
                 if (this._A2A_POLLING && !this._a2aPollTimer) {
-                    this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
+                    this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
                 } else if (!this._A2A_POLLING && this._a2aPollTimer) {
-                    clearInterval(this._a2aPollTimer);
+                    this.terminal.moduleManager._clearTimer(this._a2aPollTimer);
                     this._a2aPollTimer = null;
                 }
                 return `a2a-polling ${this._A2A_POLLING ? 'on' : 'off'}`;
             },
-            'a2a-poll-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 50 || n > 30000) return 'Must be 50-30000ms'; clearInterval(this._a2aPollTimer); this._a2aPollTimer = null; this._A2A_POLL_INTERVAL = n; if (this._A2A_POLLING) { this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), n); } return `a2a-poll-interval set to ${n}ms`; },
-            'heartbeat-check': () => { const n = parseInt(val); if (isNaN(n) || n < 500 || n > 60000) return 'Must be 500-60000ms'; clearInterval(this._heartbeatInterval); this._HEARTBEAT_CHECK = n; this._heartbeatInterval = setInterval(() => this._checkHeartbeats(), n); return `heartbeat-check set to ${n}ms`; },
-            'idle-sweep-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 5000 || n > 600000) return 'Must be 5000-600000ms'; clearInterval(this._idleSweepInterval); this._IDLE_SWEEP_INTERVAL = n; this._idleSweepInterval = setInterval(() => this._sweepIdle(), n); return `idle-sweep-interval set to ${n}ms`; },
+            'a2a-poll-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 50 || n > 30000) return 'Must be 50-30000ms'; this.terminal.moduleManager._clearTimer(this._a2aPollTimer); this._a2aPollTimer = null; this._A2A_POLL_INTERVAL = n; if (this._A2A_POLLING) { this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), n); } return `a2a-poll-interval set to ${n}ms`; },
+            'heartbeat-check': () => { const n = parseInt(val); if (isNaN(n) || n < 500 || n > 60000) return 'Must be 500-60000ms'; this.terminal.moduleManager._clearTimer(this._heartbeatInterval); this._HEARTBEAT_CHECK = n; this._heartbeatInterval = this.terminal.moduleManager._setInterval(() => this._checkHeartbeats(), n); return `heartbeat-check set to ${n}ms`; },
+            'idle-sweep-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 5000 || n > 600000) return 'Must be 5000-600000ms'; this.terminal.moduleManager._clearTimer(this._idleSweepInterval); this._IDLE_SWEEP_INTERVAL = n; this._idleSweepInterval = this.terminal.moduleManager._setInterval(() => this._sweepIdle(), n); return `idle-sweep-interval set to ${n}ms`; },
             'dead-purge-timeout': () => { const n = parseInt(val); if (isNaN(n) || n < 5000 || n > 600000) return 'Must be 5000-600000ms'; this._DEAD_PURGE_TIMEOUT = n; return `dead-purge-timeout set to ${n}ms`; },
             'consensus-size': () => { const n = parseInt(val); if (isNaN(n) || n < 2 || n > 10) return 'Must be 2-10'; this._CONSENSUS_SIZE = n; return `consensus-size set to ${n}`; },
             'consensus-strategy': () => { if (!['majority', 'unanimous', 'weighted'].includes(val)) return 'Must be majority, unanimous, or weighted'; this._CONSENSUS_STRATEGY = val; return `consensus-strategy set to ${val}`; },
@@ -14247,7 +15515,7 @@ class OrchestratorModule {
         // Fix 2: Restart A2A poller if stopped
         if (!this._A2A_POLLING) {
             this._A2A_POLLING = true;
-            this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
+            this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
             this.terminal.print('  Restarted A2A polling', 'warning');
             fixed++;
         }
@@ -14377,9 +15645,12 @@ class OrchestratorModule {
             }
         }
 
-        // Create a lease
+        // Create a lease — with --write if agent has write capabilities
         const leaseModule = this.terminal.moduleManager.modules['LeaseModule'];
-        const lease = leaseModule ? leaseModule.createLease(['lease-create', agent.id, '60', task]) : null;
+        const hasWriteCap = (agent.capabilities || []).some(function(c) { return c === 'write_file' || c === 'edit_module' || c === 'delete_file'; });
+        const leaseArgs = ['lease-create', agent.id, '60', task];
+        if (hasWriteCap) leaseArgs.push('--write');
+        const lease = leaseModule ? leaseModule.createLease(leaseArgs) : null;
 
         // Mark agent as busy
         agent.status = 'busy';
@@ -14448,6 +15719,109 @@ class OrchestratorModule {
         return outboxResult || 'completed';
     }
 
+    // ─── Recurring Scheduling ───
+
+    addSchedule(args) {
+        if (args.length < 2) return this.terminal.print('Usage: orchestrator-schedule <role> <interval_seconds> <task...>', 'error');
+        const role = args[0];
+        const interval = parseInt(args[1]);
+        if (isNaN(interval) || interval < 10) return this.terminal.print('Interval must be >= 10 seconds', 'error');
+        const task = args.slice(2).join(' ');
+        if (!task) return this.terminal.print('Task description required', 'error');
+
+        const schedule = {
+            id: 'sched-' + Date.now(),
+            role: role,
+            interval: interval * 1000,
+            task: task,
+            createdAt: new Date().toISOString(),
+            lastRun: null,
+            nextRun: Date.now() + interval * 1000,
+            runs: 0
+        };
+        this._schedules.push(schedule);
+        this._saveSchedules();
+        this._startScheduleTimer();
+        this.terminal.print('📅 Schedule created: "' + task.substring(0, 40) + '" every ' + interval + 's (role: ' + role + ')', 'success');
+        return schedule;
+    }
+
+    listSchedules() {
+        if (this._schedules.length === 0) return this.terminal.print('No active schedules', 'info');
+        this.terminal.print('📅 Recurring Schedules (' + this._schedules.length + '):', 'header');
+        for (const s of this._schedules) {
+            const nextIn = Math.max(0, Math.round((s.nextRun - Date.now()) / 1000));
+            this.terminal.print('  ' + s.id + ' — "' + s.task.substring(0, 40) + '" every ' + (s.interval / 1000) + 's [' + s.role + '] (next: ' + nextIn + 's, runs: ' + s.runs + ')', 'info');
+        }
+    }
+
+    removeSchedule(id) {
+        const idx = this._schedules.findIndex(function(s) { return s.id === id; });
+        if (idx === -1) return this.terminal.print('Schedule ' + id + ' not found', 'error');
+        this._schedules.splice(idx, 1);
+        this._saveSchedules();
+        if (this._schedules.length === 0 && this._scheduleTimer) {
+            clearInterval(this._scheduleTimer);
+            this._scheduleTimer = null;
+        }
+        this.terminal.print('Schedule ' + id + ' removed', 'success');
+    }
+
+    _startScheduleTimer() {
+        if (this._scheduleTimer) return;
+        this._scheduleTimer = setInterval(function() {
+            var now = Date.now();
+            for (var i = 0; i < this._schedules.length; i++) {
+                var s = this._schedules[i];
+                if (now >= s.nextRun) {
+                    s.lastRun = new Date().toISOString();
+                    s.nextRun = now + s.interval;
+                    s.runs++;
+                    this.terminal.print('📅 Schedule trigger: "' + s.task.substring(0, 40) + '"', 'info');
+                    this.delegateTask(s.task);
+                }
+            }
+            this._saveSchedules();
+        }.bind(this), 5000);
+    }
+
+    _saveSchedules() {
+        try {
+            this.terminal.fs.fsWriteJSON('/orchestrator/schedules.json', this._schedules);
+        } catch (e) { console.warn('[Orchestrator] Schedule save error:', e.message); }
+    }
+
+    _loadSchedules() {
+        try {
+            const data = this.terminal.fs.fsReadJSON('/orchestrator/schedules.json');
+            if (data && Array.isArray(data)) {
+                this._schedules = data;
+                if (this._schedules.length > 0) this._startScheduleTimer();
+            }
+        } catch (e) { this._schedules = []; }
+    }
+
+    _preSpawnDefaultAgents() {
+        // Spawn 3 role-specific agents at boot
+        var roles = [
+            { role: 'auto-learner', caps: ['list_files', 'read_file', 'write_file', 'view_module'], task: 'audit skills' },
+            { role: 'kernel-architect', caps: ['list_files', 'read_file', 'write_file', 'run_command'], task: 'index VFS' },
+            { role: 'searcher', caps: ['list_files', 'read_file', 'web_search'], task: 'check stale data' }
+        ];
+        for (var i = 0; i < roles.length; i++) {
+            var r = roles[i];
+            // Check if an agent with this role already exists
+            var existing = Object.values(this._agents).find(function(a) { return a.role === r.role; });
+            if (!existing) {
+                var agent = this.spawnAgent(r.role, r.caps);
+                if (agent) {
+                    agent.restartPolicy = 'always';
+                    this.terminal.print('🤖 Pre-spawned agent: ' + r.role + ' (' + r.caps.length + ' caps)', 'info');
+                }
+            }
+        }
+    }
+
     // ─── Monitoring ───
 
     _checkHeartbeats() {
@@ -14914,6 +16288,11 @@ class MemoryGraphModule {
         this._debounceTimer = null;
         this._initialized = false;
         this._totalNodeAccesses = 0;
+        // v4.5.89: Decay configuration
+        this._decayDays = 30;
+        this._decayMinUses = 3;
+        this._decayRate = 0.01; // Daily decay rate
+        this._lastDecayRun = 0;
     }
 
     getHelpInfo() {
@@ -14923,6 +16302,10 @@ class MemoryGraphModule {
             'memgraph-stats': 'memgraph-stats — Most connected nodes, strongest edges, cluster info',
             'memgraph-export': 'memgraph-export — Export graph as JSON',
             'memgraph-prune': 'memgraph-prune — Remove stale low-weight edges (>30d, <3 accesses)',
+            'memgraph-learn': 'memgraph-learn <entity> <fact> — Add a fact to the memory graph',
+            'memgraph-session': 'memgraph-session [date] — Show graph nodes for a session (default: today)',
+            'memgraph-agent': 'memgraph-agent <agentId> — Show namespaced nodes for an agent',
+            'memgraph-decay-config': 'memgraph-decay-config <days> <min_uses> — Configure decay policy (default: 30d, 3 uses)',
         };
     }
 
@@ -14932,6 +16315,11 @@ class MemoryGraphModule {
         this.commands['memgraph-stats'] = () => this.showStats();
         this.commands['memgraph-export'] = () => this.exportGraph();
         this.commands['memgraph-prune'] = () => this.prune();
+        this.commands['memgraph-learn'] = (args) => this.learn(args);
+        this.commands['memgraph-session'] = (args) => this.showSession(args.join(' '));
+        this.commands['memgraph-agent'] = (args) => this.showAgent(args.join(' '));
+        // v4.5.89: Decay configuration
+        this.commands['memgraph-decay-config'] = (args) => this.decayConfig(args);
     }
 
     init(terminal) {
@@ -14940,13 +16328,16 @@ class MemoryGraphModule {
         this._initialized = true;
         this.terminal.print('🧠 Memory Graph loaded — cross-session context active', 'info');
         // Log startup for graph
-        this.addNode('session', `session-${Date.now()}`, `Session ${new Date().toLocaleDateString()}`);
+        // v4.5.89 fix: Use day-floored key to match edge source keys (P0-1 from review)
+        this.addNode('session', `session-${Math.floor(Date.now() / 86400000)}`, `Session ${new Date().toLocaleDateString()}`);
     }
 
     // ─── Node API ───
 
-    addNode(type, id, label, metadata = {}) {
-        const key = `${type}:${id}`;
+    addNode(type, id, label, metadata = {}, agentId = null) {
+        // v4.5.88: Support agent namespacing with dual-lookup
+        const ns = agentId ? `agent:${agentId}` : 'global';
+        const key = agentId ? `${ns}:${type}:${id}` : `${type}:${id}`;
         if (!this._nodes[key]) {
             this._nodes[key] = {
                 id: key,
@@ -14955,7 +16346,9 @@ class MemoryGraphModule {
                 metadata: metadata || {},
                 created: new Date().toISOString(),
                 updated: new Date().toISOString(),
-                access_count: 1
+                access_count: 1,
+                namespace: ns,
+                source_session: `session-${Math.floor(Date.now() / 86400000)}`
             };
         } else {
             this._nodes[key].updated = new Date().toISOString();
@@ -14969,8 +16362,14 @@ class MemoryGraphModule {
         return key;
     }
 
-    getNode(type, id) {
-        return this._nodes[`${type}:${id}`] || null;
+    // v4.5.88: Dual-lookup — try namespaced key first, fall back to global
+    getNode(type, id, agentId = null) {
+        if (agentId) {
+            const nsKey = `agent:${agentId}:${type}:${id}`;
+            if (this._nodes[nsKey]) return this._nodes[nsKey];
+        }
+        const globalKey = `${type}:${id}`;
+        return this._nodes[globalKey] || null;
     }
 
     findNodes(query) {
@@ -14984,7 +16383,8 @@ class MemoryGraphModule {
 
     // ─── Edge API ───
 
-    addEdge(sourceKey, targetKey, type, weight = 1) {
+    // v4.5.88: addEdge tracks source_agents for multi-agent attribution
+    addEdge(sourceKey, targetKey, type, weight = 1, agentId = null) {
         // Check if edge already exists
         let edge = this._edges.find(e =>
             e.source === sourceKey && e.target === targetKey && e.type === type
@@ -14993,6 +16393,7 @@ class MemoryGraphModule {
             edge.weight = (edge.weight + weight) / 2;
             edge.last_used = new Date().toISOString();
             edge.use_count++;
+            if (agentId) edge.source_agents = [...new Set([...(edge.source_agents || []), agentId])];
         } else {
             this._edges.push({
                 source: sourceKey,
@@ -15001,7 +16402,8 @@ class MemoryGraphModule {
                 weight,
                 created: new Date().toISOString(),
                 last_used: new Date().toISOString(),
-                use_count: 1
+                use_count: 1,
+                source_agents: agentId ? [agentId] : []
             });
         }
         this._debounceSave();
@@ -15009,11 +16411,12 @@ class MemoryGraphModule {
 
     // ─── Event-based Learning ───
 
-    recordFileAccess(path) {
+    // v4.5.89 fix: Thread agentId through record* methods (P1-3 from review)
+    recordFileAccess(path, agentId = null) {
         const name = path.split('/').pop() || path;
-        const nodeKey = this.addNode('file', path, name);
+        const nodeKey = this.addNode('file', path, name, {}, agentId);
         const sessionKey = `session:session-${Math.floor(Date.now() / 86400000)}`;
-        this.addEdge(sessionKey, nodeKey, 'accessed', 0.5);
+        this.addEdge(sessionKey, nodeKey, 'accessed', 0.5, agentId);
 
         // Extract file extension edge
         const ext = path.split('.').pop();
@@ -15023,10 +16426,10 @@ class MemoryGraphModule {
         }
     }
 
-    recordToolCall(toolName, success) {
-        const nodeKey = this.addNode('tool', toolName, toolName);
+    recordToolCall(toolName, success, agentId = null) {
+        const nodeKey = this.addNode('tool', toolName, toolName, {}, agentId);
         const sessionKey = `session:session-${Math.floor(Date.now() / 86400000)}`;
-        this.addEdge(sessionKey, nodeKey, success ? 'used' : 'failed', success ? 0.5 : 0.8);
+        this.addEdge(sessionKey, nodeKey, success ? 'used' : 'failed', success ? 0.5 : 0.8, agentId);
     }
 
     recordConcept(concept, filePath) {
@@ -15036,15 +16439,16 @@ class MemoryGraphModule {
         this.addEdge(fileKey, conceptKey, 'tagged_as', 0.7);
     }
 
+    // v4.5.88: recordTask now passes agentId for namespacing + adds source_session link
     recordTask(task, result, agentId) {
         const taskId = `task-${Date.now()}`;
         const taskKey = this.addNode('task', taskId, task.substring(0, 60), {
             full: task,
             result: result?.substring(0, 100),
             agent: agentId
-        });
+        }, agentId);
         const sessionKey = `session:session-${Math.floor(Date.now() / 86400000)}`;
-        this.addEdge(sessionKey, taskKey, 'executed', 0.6);
+        this.addEdge(sessionKey, taskKey, 'executed', 0.6, agentId);
 
         // Extract keywords as concepts
         const words = task.toLowerCase().split(/\s+/).filter(w => w.length > 3);
@@ -15103,18 +16507,38 @@ class MemoryGraphModule {
             }
         }
 
-        return lines.join('\\n');
+        return lines.join('\n');
     }
 
     getContextForPrompt() {
         const summary = this.getContextSummary();
         if (!summary) return '';
-        return `[Memory Graph Context]\\n${summary}\\n`;
+        // Suppress noise: don't inject when graph is nearly empty
+        const totalNodes = Object.keys(this._nodes).length;
+        const totalEdges = this._edges.length;
+        if (totalNodes <= 2 && totalEdges === 0) return '';
+        return `[Memory Graph Context]\n${summary}\n`;
+    }
+
+    // Alias for orchestrator compatibility (orchestrator calls getStats, not showStats)
+    getStats() {
+        const types = {};
+        for (const n of Object.values(this._nodes)) {
+            types[n.type] = (types[n.type] || 0) + 1;
+        }
+        return {
+            nodes: Object.keys(this._nodes).length,
+            edges: this._edges.length,
+            types: types,
+            totalAccesses: this._totalNodeAccesses
+        };
     }
 
     // ─── Commands ───
 
     showStatus() {
+        // v4.5.89: Lazy decay — run applyDecay() on status check
+        this.applyDecay();
         const types = {};
         for (const n of Object.values(this._nodes)) {
             types[n.type] = (types[n.type] || 0) + 1;
@@ -15129,6 +16553,8 @@ class MemoryGraphModule {
         this.terminal.print(`  Edges: ${this._edges.length}`, 'info');
         this.terminal.print(`  Total accesses: ${this._totalNodeAccesses}`, 'info');
         this.terminal.print(`  Path: ${this._indexPath}`, 'info');
+        // v4.5.89: Show decay config
+        this.terminal.print(`  Decay: ${this._decayDays}d threshold, ${this._decayMinUses} min uses, rate ${this._decayRate}/day`, 'text-muted');
     }
 
     search(query) {
@@ -15248,6 +16674,181 @@ class MemoryGraphModule {
         this.terminal.print(`🧹 Pruned ${pruned} edges and ${nodesPruned} orphan nodes`, nodesPruned > 0 ? 'warning' : 'info');
     }
 
+    // v4.5.89: Apply decay scores to nodes based on age and access patterns
+    applyDecay() {
+        const now = Date.now();
+        if (now - this._lastDecayRun < 3600000) return;
+        this._lastDecayRun = now;
+
+        // v4.5.89b fix: Compute decay rate from _decayDays (P0 from review)
+        const effectiveRate = 0.9 / this._decayDays;
+        let decayed = 0;
+        let removed = 0;
+
+        for (const key of Object.keys(this._nodes)) {
+            const node = this._nodes[key];
+            const ageDays = (now - new Date(node.updated || node.created).getTime()) / 86400000;
+            node.decay_score = Math.max(0, 1.0 - (ageDays * effectiveRate));
+            if (node.decay_score < 0.1 && node.access_count < this._decayMinUses) {
+                if (node.type === 'session') continue;
+                if (node.namespace && node.namespace.startsWith('agent:')) continue;
+                delete this._nodes[key];
+                removed++;
+                continue;
+            }
+            decayed++;
+        }
+
+        this._edges = this._edges.filter(e => {
+            const ageDays = (now - new Date(e.last_used).getTime()) / 86400000;
+            e.decay_score = Math.max(0, 1.0 - (ageDays * effectiveRate));
+            return !(e.decay_score < 0.1 && (e.use_count || 1) < this._decayMinUses);
+        });
+
+        if (removed > 0) {
+            this._debounceSave();
+            console.log('[MemoryGraph] Decay: ' + decayed + ' scored, ' + removed + ' auto-removed');
+        }
+
+        // v4.5.90: Check for stale skills
+        var staleSkills = this.getStaleSkills();
+        if (staleSkills.length > 0) {
+            this.terminal.print('🧠 Stale skills: ' + staleSkills.length + ' (' + staleSkills.map(function(s) { return s.name; }).join(', ') + ')', 'warning');
+        }
+    }
+
+    // v4.5.90: Record skill usage for decay tracking
+    recordSkillUse(name, success) {
+        try {
+            const fs = this.terminal.fs;
+            if (!fs) return;
+            const index = fs.fsReadJSON('/skills/index.json') || {};
+            if (!index[name]) index[name] = { useCount: 0, successCount: 0 };
+            index[name].lastUsed = new Date().toISOString();
+            index[name].useCount = (index[name].useCount || 0) + 1;
+            if (success !== false) {
+                index[name].successCount = (index[name].successCount || 0) + 1;
+            }
+            fs.fsWriteJSON('/skills/index.json', index);
+        } catch (e) {
+            console.warn('[MemoryGraph] Skill use tracking error:', e.message);
+        }
+    }
+
+    // v4.5.90: Get stale skills (unused >_decayDays, useCount == 0, not immune)
+    getStaleSkills() {
+        try {
+            const fs = this.terminal.fs;
+            if (!fs) return [];
+            const index = fs.fsReadJSON('/skills/index.json') || {};
+            const now = Date.now();
+            // v4.5.90b fix: Use configurable _decayDays (P1 from review)
+            const staleThreshold = this._decayDays * 24 * 60 * 60 * 1000;
+            var stale = [];
+            for (var name of Object.keys(index)) {
+                var stats = index[name] || {};
+                if (stats.immune) continue;
+                var useCount = stats.useCount || 0;
+                var lastUsed = stats.lastUsed ? new Date(stats.lastUsed).getTime() : 0;
+                if (useCount === 0 && (now - lastUsed > staleThreshold || lastUsed === 0)) {
+                    var daysUnused = lastUsed > 0 ? Math.floor((now - lastUsed) / 86400000) : 999;
+                    stale.push({ name: name, daysUnused: daysUnused });
+                }
+            }
+            return stale;
+        } catch (e) {
+            return [];
+        }
+    }
+
+    // v4.5.89: Configure decay policy
+    decayConfig(args) {
+        if (args.length < 2) {
+            this.terminal.print('Usage: memgraph-decay-config <days> <min_uses>', 'error');
+            this.terminal.print('  Current: ' + this._decayDays + 'd threshold, ' + this._decayMinUses + ' min uses', 'info');
+            this.terminal.print('  Decay rate: ' + this._decayRate + '/day (0.01 = 1% per day)', 'info');
+            return;
+        }
+        const days = parseInt(args[0]);
+        const minUses = parseInt(args[1]);
+        if (isNaN(days) || days < 1) return this.terminal.print('Days must be >= 1', 'error');
+        if (isNaN(minUses) || minUses < 0) return this.terminal.print('Min uses must be >= 0', 'error');
+        this._decayDays = days;
+        this._decayMinUses = minUses;
+        this._debounceSave();
+        this.terminal.print('✅ Decay config: ' + days + 'd threshold, ' + minUses + ' min uses', 'success');
+    }
+
+    learn(args) {
+        if (!args || args.length < 2) return this.terminal.print('Usage: memgraph-learn <entity> <fact>', 'error');
+        const entity = args[0];
+        const fact = args.slice(1).join(' ');
+        this.addNode('concept', entity, entity);
+        const factKey = this.addNode('fact', entity + '-' + Date.now(), fact);
+        const conceptKey = `concept:${entity}`;
+        this.addEdge(conceptKey, factKey, 'has_fact', 0.9);
+        this.terminal.print(`✅ Learned: ${entity} → ${fact}`, 'success');
+        // v4.5.89b fix: Index only the new fact, not all facts (P2 from review — O(n) → O(1))
+        const nvfs = this.terminal.moduleManager.modules['NeuralVFSModule'];
+        if (nvfs && typeof nvfs.indexGraphFacts === 'function') {
+            nvfs.indexSingleFact(factKey, entity, fact);
+        }
+    }
+
+    // v4.5.88: Show graph nodes for a specific session
+    showSession(dateStr) {
+        let sessionKey;
+        if (dateStr) {
+            const d = new Date(dateStr);
+            if (isNaN(d.getTime())) return this.terminal.print('Usage: memgraph-session [YYYY-MM-DD]', 'error');
+            sessionKey = `session-${Math.floor(d.getTime() / 86400000)}`;
+        } else {
+            sessionKey = `session-${Math.floor(Date.now() / 86400000)}`;
+        }
+
+        const sessionNodes = Object.values(this._nodes).filter(function(n) {
+            return n.source_session === sessionKey || n.type === 'session' && n.id.includes(sessionKey);
+        });
+
+        this.terminal.print('📅 Session Graph: ' + sessionKey, 'header');
+        if (sessionNodes.length === 0) {
+            this.terminal.print('  No nodes found for this session', 'info');
+            return;
+        }
+        this.terminal.print('  ' + sessionNodes.length + ' nodes:', 'info');
+        for (var n of sessionNodes.slice(0, 15)) {
+            var ns = n.namespace || 'global';
+            this.terminal.print('    ' + n.type + ':' + n.label + ' (' + ns + ', ' + n.access_count + 'x)', 'info');
+        }
+        var sessionEdges = this._edges.filter(function(e) {
+            return sessionNodes.some(function(n) { return n.id === e.source || n.id === e.target; });
+        });
+        this.terminal.print('  ' + sessionEdges.length + ' edges', 'info');
+    }
+
+    // v4.5.88: Show namespaced nodes for a specific agent
+    showAgent(agentId) {
+        if (!agentId) return this.terminal.print('Usage: memgraph-agent <agentId>', 'error');
+        var ns = 'agent:' + agentId;
+        var agentNodes = Object.values(this._nodes).filter(function(n) {
+            return n.namespace === ns;
+        });
+        var agentEdges = this._edges.filter(function(e) {
+            return (e.source_agents || []).includes(agentId);
+        });
+
+        this.terminal.print('🤖 Agent Memory: ' + agentId, 'header');
+        if (agentNodes.length === 0) {
+            this.terminal.print('  No namespaced nodes for this agent', 'info');
+            this.terminal.print('  (Agent may have used global namespace)', 'text-muted');
+            return;
+        }
+        this.terminal.print('  ' + agentNodes.length + ' nodes, ' + agentEdges.length + ' edges:', 'info');
+        for (var n of agentNodes.slice(0, 15)) {
+            this.terminal.print('    ' + n.type + ':' + n.label + ' (' + n.access_count + 'x)', 'info');
+        }
+    }
+
     // ─── Persistence ───
 
     _loadFromVFS() {
@@ -15259,18 +16860,48 @@ class MemoryGraphModule {
             const exportData = fs.fsReadJSON(`${this._indexPath}export.json`);
             if (exportData && exportData.nodes) {
                 for (const n of exportData.nodes) {
+                    // v4.5.89 fix: Migrate old-format nodes (P1-1 from review)
+                    if (!n.namespace) n.namespace = 'global';
+                    if (!n.source_session) {
+                        const createdMs = new Date(n.created).getTime();
+                        n.source_session = isNaN(createdMs) ? null : `session-${Math.floor(createdMs / 86400000)}`;
+                    }
                     this._nodes[n.id] = n;
                 }
                 this._edges = exportData.edges || [];
+                for (const e of this._edges) {
+                    if (!e.source_agents) e.source_agents = [];
+                }
                 this._totalNodeAccesses = (exportData.stats?.totalAccesses) || 0;
                 return;
             }
 
             // Fallback: load nodes and edges separately
             const nodes = fs.fsReadJSON(`${this._indexPath}nodes.json`);
-            if (nodes) this._nodes = nodes;
+            if (nodes) {
+                this._nodes = nodes;
+                for (const n of Object.values(this._nodes)) {
+                    if (!n.namespace) n.namespace = 'global';
+                    if (!n.source_session) {
+                        const createdMs = new Date(n.created).getTime();
+                        n.source_session = isNaN(createdMs) ? null : `session-${Math.floor(createdMs / 86400000)}`;
+                    }
+                }
+            }
             const edges = fs.fsReadJSON(`${this._indexPath}edges.json`);
-            if (edges) this._edges = edges;
+            if (edges) {
+                this._edges = edges;
+                for (const e of this._edges) {
+                    if (!e.source_agents) e.source_agents = [];
+                }
+            }
+            // v4.5.89b fix: Load persisted decay config (P1 from review)
+            const config = fs.fsReadJSON(`${this._indexPath}config.json`);
+            if (config) {
+                if (typeof config.decayDays === 'number') this._decayDays = config.decayDays;
+                if (typeof config.decayMinUses === 'number') this._decayMinUses = config.decayMinUses;
+                if (typeof config.lastDecayRun === 'number') this._lastDecayRun = config.lastDecayRun;
+            }
         } catch (e) {
             console.warn('[MemoryGraph] Load error (fresh start):', e.message);
         }
@@ -15285,6 +16916,12 @@ class MemoryGraphModule {
             }
             fs.fsWriteJSON(`${this._indexPath}nodes.json`, this._nodes);
             fs.fsWriteJSON(`${this._indexPath}edges.json`, this._edges);
+            // v4.5.89b fix: Persist decay config (P1 from review)
+            fs.fsWriteJSON(`${this._indexPath}config.json`, {
+                decayDays: this._decayDays,
+                decayMinUses: this._decayMinUses,
+                lastDecayRun: this._lastDecayRun
+            });
         } catch (e) {
             console.error('[MemoryGraph] Save error:', e.message);
         }
@@ -15595,9 +17232,14 @@ class WorldModelModule {
         this.terminal = null;
         this._model = null;
         this._lastRefresh = null;
-        this._REFRESH_INTERVAL = 300000; // 5 minutes
+        this._REFRESH_INTERVAL = 300000; // 5 minutes (fallback)
         this._MAX_PROJECTS = 10;
         this._refreshTimer = null;
+        // v4.5.89: Event-driven sync state
+        this._syncDebounce = null;
+        this._syncing = false;
+        this._lastEventSync = 0;
+        this._EVENT_DEBOUNCE_MS = 500;
     }
 
     getHelpInfo() {
@@ -15639,6 +17281,25 @@ class WorldModelModule {
         this.terminal.print('🌐 World Model loaded — system self-awareness active', 'info');
     }
 
+    // v4.5.89: Event-driven sync — debounced, recursion-guarded
+    _scheduleSync() {
+        if (this._syncing) return; // Prevent recursion during active synthesis
+        if (this._syncDebounce) clearTimeout(this._syncDebounce);
+        const now = Date.now();
+        // Skip if we synced < 2s ago (rate limit beyond debounce)
+        if (now - this._lastEventSync < 2000) return;
+        this._syncDebounce = setTimeout(() => {
+            this._syncDebounce = null;
+            this._syncing = true;
+            try {
+                this._synthesize();
+                this._lastEventSync = Date.now();
+            } finally {
+                this._syncing = false;
+            }
+        }, this._EVENT_DEBOUNCE_MS);
+    }
+
     // ─── Synthesis Engine ───
 
     _synthesize() {
@@ -15707,9 +17368,10 @@ class WorldModelModule {
         try {
             const mm = this.terminal?.moduleManager;
             if (!mm) return 0;
-            // Count registry entries (all known modules) vs loaded
-            const registry = mm.moduleRegistry || [];
-            return registry.length || Object.keys(mm.modules || {}).length;
+            // Use max of registry vs loaded so the ratio is never >1 (e.g. 43/7 → 43/43)
+            const loadedCount = Object.keys(mm.modules || {}).length;
+            const registryCount = (mm.moduleRegistry || []).length;
+            return Math.max(loadedCount, registryCount);
         } catch (e) {
             console.warn('[WorldModel] Total modules gather error:', e.message);
             return Object.keys(this.terminal?.moduleManager?.modules || {}).length || 0;
@@ -15717,10 +17379,10 @@ class WorldModelModule {
     }
 
     _gatherSystemInfo(fs, moduleCount, version) {
-        // Get real health data from ServerMonitorModule's _latencyLog and AI assistant's _errorLog
+        // Get real health data from ServerMonitorModule's _latencyLog and DebugSupervisorModule
         const sm = this.terminal?.moduleManager?.modules?.['ServerMonitorModule'];
-        const ai = this.terminal?.moduleManager?.modules?.['WebX11AIAssistantModule'];
-        const errorCount = ai?._errorLog?.length || 0;
+        const ds = this.terminal?.moduleManager?.modules?.['DebugSupervisorModule'];
+        const errorCount = ds ? Object.keys(ds._errorDB?.errors || {}).length : 0;
         const latencyErrors = sm?._latencyLog ? Object.values(sm._latencyLog).filter(e => e.status === 'error').length : 0;
         const totalErrors = errorCount + latencyErrors;
         return {
@@ -15816,11 +17478,11 @@ class WorldModelModule {
 
     _gatherTelemetry(fs) {
         try {
-            // Get real latency data from ServerMonitorModule and errors from AI assistant
+            // Get real latency data from ServerMonitorModule and errors from DebugSupervisorModule
             const sm = this.terminal?.moduleManager?.modules?.['ServerMonitorModule'];
-            const ai = this.terminal?.moduleManager?.modules?.['WebX11AIAssistantModule'];
+            const ds = this.terminal?.moduleManager?.modules?.['DebugSupervisorModule'];
             const latencyDataPoints = sm?._latencyLog ? Object.keys(sm._latencyLog).length : 0;
-            const recentErrors = ai?._errorLog?.length || 0;
+            const recentErrors = ds ? Object.keys(ds._errorDB?.errors || {}).length : 0;
             return {
                 toolLatencyDataPoints: latencyDataPoints,
                 recentErrors: recentErrors,
@@ -15940,41 +17602,44 @@ class WorldModelModule {
         if (!question) return this.terminal.print('Usage: world-model-ask <question>', 'error');
         if (!this._model) return this.terminal.print('No model — run world-model-refresh first', 'warning');
 
-        const q = question.toLowerCase();
+        const answer = this._answerQuery(question);
+        this.terminal.print(`❓ ${question}`, 'info');
+        this.terminal.print(`💡 ${answer}`, 'success');
+    }
+
+    // Shared query routing — used by both ask() (terminal) and world_model_query (AI tool)
+    _answerQuery(question) {
+        if (!this._model) return 'World model not synthesized yet — run world-model-refresh';
+        const q = (question || '').toLowerCase();
         const m = this._model;
-        let answer = '';
 
         if (q.includes('module') || q.includes('loaded')) {
-            answer = `Loaded ${m.modules.loaded} modules (${m.modules.modifiedCount} modified: ${m.modules.modified.join(', ') || 'none'})`;
+            return `Loaded ${m.modules.loaded} modules (${m.modules.modifiedCount} modified: ${m.modules.modified.join(', ') || 'none'})`;
         } else if (q.includes('skill')) {
-            answer = `Installed ${m.skills.count} skills: ${m.skills.skills.join(', ') || 'none'}`;
+            return `Installed ${m.skills.count} skills: ${m.skills.skills.join(', ') || 'none'}`;
         } else if (q.includes('file') || q.includes('vfs')) {
-            answer = `${m.files.total} files in ${m.files.directories} directories, total ${m.files.size}`;
+            return `${m.files.total} files in ${m.files.directories} directories, total ${m.files.size}`;
         } else if (q.includes('agent') || q.includes('orchestrat')) {
-            answer = `${m.agents.agents} agents (${m.agents.active} active)`;
+            return `${m.agents.agents} agents (${m.agents.active} active)`;
         } else if (q.includes('health') || q.includes('status')) {
-            answer = `Health: ${m.system.health} · Memory: ${m.system.memory} · ${m.telemetry.recentErrors > 0 ? `${m.telemetry.recentErrors} recent errors` : 'No errors'}`;
+            return `Health: ${m.system.health} · Memory: ${m.system.memory} · ${m.telemetry.recentErrors > 0 ? `${m.telemetry.recentErrors} recent errors` : 'No errors'}`;
         } else if (q.includes('memory') || q.includes('graph')) {
-            answer = `Memory Graph: ${m.memory.nodes} nodes, ${m.memory.edges} edges (${m.memory.active ? 'active' : 'inactive'})`;
+            return `Memory Graph: ${m.memory.nodes} nodes, ${m.memory.edges} edges (${m.memory.active ? 'active' : 'inactive'})`;
         } else if (q.includes('change') || q.includes('yesterday') || q.includes('recent')) {
             const recent = m.recent;
-            answer = recent.length > 0 ? `Recent changes: ${recent.join('; ')}` : 'No recent changes detected';
+            return recent.length > 0 ? `Recent changes: ${recent.join('; ')}` : 'No recent changes detected';
         } else if (q.includes('project') || q.includes('work')) {
             const projects = m.projects.activeProjects;
-            answer = projects.length > 0
+            return projects.length > 0
                 ? `Active projects: ${projects.map(p => `${p.name} (${p.accesses}x)`).join(', ')}`
                 : 'No active projects detected';
         } else if (q.includes('telemetry') || q.includes('latency')) {
-            answer = `${m.telemetry.toolLatencyDataPoints} tool latency data points tracked`;
+            return `${m.telemetry.toolLatencyDataPoints} tool latency data points tracked, ${m.telemetry.recentErrors} recent errors`;
         } else if (q.includes('summary') || q.includes('overview') || q.includes('all')) {
-            answer = this.showSummary();
-            return;
+            return `newOS4 ${m.version} · ${m.modules.loaded}/${m.modules.total} modules · ${m.skills.count} skills · ${m.files.total} files · ${m.agents.agents} agents · ${m.memory.nodes} graph nodes · ${m.telemetry.recentErrors > 0 ? `⚠️ ${m.telemetry.recentErrors} errors` : '✅ OK'}`;
         } else {
-            answer = `I'm not sure how to answer "${question}". Try: modules, skills, files, agents, health, memory, changes, projects, telemetry, or summary.`;
+            return `Unknown query. Try: modules, skills, files, agents, health, memory, changes, projects, telemetry, or summary.`;
         }
-
-        this.terminal.print(`❓ ${question}`, 'info');
-        this.terminal.print(`💡 ${answer}`, 'success');
     }
 
     refresh() {
@@ -16017,7 +17682,7 @@ class WorldModelModule {
         const agentStr = m.agents.error
             ? 'agents: N/A'
             : `${m.agents.agents} agents`;
-        return `[World Model Context]\\nSystem: newOS4 ${m.version} · ${m.modules.loaded} modules · ${m.skills.count} skills · ${m.files.total} files · ${agentStr}${m.telemetry.recentErrors > 0 ? ` · ⚠️ ${m.telemetry.recentErrors} errors` : ' · ✅ OK'}${m.modules.modifiedCount > 0 ? `\\nModified modules: ${m.modules.modified.slice(0, 3).join(', ')}${m.modules.modifiedCount > 3 ? ` (+${m.modules.modifiedCount - 3} more)` : ''}` : ''}`;
+        return `[World Model Context]\nSystem: newOS4 ${m.version} · ${m.modules.loaded} modules · ${m.skills.count} skills · ${m.files.total} files · ${agentStr}${m.telemetry.recentErrors > 0 ? ` · ⚠️ ${m.telemetry.recentErrors} errors` : ' · ✅ OK'}${m.modules.modifiedCount > 0 ? `\nModified modules: ${m.modules.modified.slice(0, 3).join(', ')}${m.modules.modifiedCount > 3 ? ` (+${m.modules.modifiedCount - 3} more)` : ''}` : ''}`;
     }
 
     // ─── Persistence ───
@@ -16036,10 +17701,20 @@ class WorldModelModule {
         }
     }
 
+    // v4.5.89: Atomic write — temp file + rename to prevent corruption
     _saveToVFS(fs) {
         try {
             if (!fs.readDir('/system')) fs.mkdir('system');
-            fs.fsWriteJSON('/system/world-model.json', this._model);
+            // v4.5.89b fix: Clean stale temp from previous crash (P1 from review)
+            try { fs.deleteFile('/system/world-model.tmp.json'); } catch (_) {}
+            fs.fsWriteJSON('/system/world-model.tmp.json', this._model);
+            const tmp = fs.fsReadJSON('/system/world-model.tmp.json');
+            if (tmp) {
+                fs.fsWriteJSON('/system/world-model.json', tmp);
+                fs.deleteFile('/system/world-model.tmp.json');
+            } else {
+                console.error('[WorldModel] Save failed: temp file corrupt after write');
+            }
         } catch (e) {
             console.error('[WorldModel] Save error:', e.message);
         }
@@ -16087,7 +17762,7 @@ class NeuralVFSModule {
         this._loadAliases();
         // Deep Indexing toggle
         this._deepIndexEnabled = localStorage.getItem('webx11_nvfs_deep') === 'true';
-        this._deepModel = localStorage.getItem('webx11_nvfs_deep_model') || 'ministral-3:3b-cloud';
+        this._deepModel = localStorage.getItem('webx11_nvfs_deep_model') || 'gemma4:31b-cloud';
         this._deepIndexing = false;
         this._deepQueue = [];
         this._deepProcessed = 0;
@@ -16134,6 +17809,7 @@ class NeuralVFSModule {
         this.commands['nvfs-sync'] = async (args) => this.nvfsSync(args);
         this.commands['nvfs-save'] = async (args) => this.nvfsSave();
         this.commands['nvfs-cancel'] = (args) => this.cancelIndex();
+        this.commands['nvfs-index-graph'] = () => this.indexGraphFacts();
     }
 
     // ── Core Index Builder (async, chunked) ──
@@ -16306,12 +17982,6 @@ class NeuralVFSModule {
     resolve(args) {
         if (!args[0]) return this.terminal.print('Usage: nvfs-resolve <concept>', 'warning');
 
-        // Auto-sync dirty paths before resolving
-        if (this._dirtyPaths.size > 0) {
-            this.terminal.print('🔄 Auto-syncing ' + this._dirtyPaths.size + ' dirty file(s) before resolve...', 'info');
-            this._reindexDirtyPaths();
-        }
-
         const concept = args.join(' ').toLowerCase();
 
         // Check aliases first
@@ -17104,6 +18774,61 @@ Concepts:`;
             }
         }
     }
+
+    // v4.5.89: Semantic bridge — mirror graph facts into VFS for unified search
+    indexGraphFacts() {
+        const mg = this.terminal.moduleManager.modules['MemoryGraphModule'];
+        if (!mg) return this.terminal.print('❌ Memory Graph module not loaded', 'error');
+        const fs = this.terminal.fs;
+        if (!fs) return this.terminal.print('❌ VFS not available', 'error');
+
+        const factNodes = Object.values(mg._nodes).filter(function(n) {
+            return n.type === 'concept' || n.type === 'fact' || n.type === 'entity' || n.type === 'task';
+        });
+
+        if (factNodes.length === 0) {
+            return this.terminal.print('No graph fact nodes to index. Use memgraph-learn first.', 'info');
+        }
+
+        if (!fs.readDir('/_graph_facts')) fs.mkdir('_graph_facts');
+
+        // v4.5.89b fix: Clean stale files for deleted nodes (P2 from review)
+        const validKeys = new Set(factNodes.map(function(n) { return n.id.replace(/[^a-zA-Z0-9_-]/g, '_') + '.txt'; }));
+        try {
+            const existing = fs.readDir('/_graph_facts') || [];
+            for (const f of existing) {
+                if (!validKeys.has(f)) fs.deleteFile('/_graph_facts/' + f);
+            }
+        } catch (_) {}
+
+        let indexed = 0;
+        for (const node of factNodes) {
+            let content = node.label + '\n';
+            if (node.metadata) {
+                if (node.metadata.full) content += node.metadata.full + '\n';
+                if (node.metadata.result) content += 'Result: ' + node.metadata.result + '\n';
+            }
+            content += 'Type: ' + node.type + '\n';
+            content += 'Namespace: ' + (node.namespace || 'global') + '\n';
+            if (node.source_session) content += 'Session: ' + node.source_session + '\n';
+            const safeName = node.id.replace(/[^a-zA-Z0-9_-]/g, '_');
+            fs.writeFile('/_graph_facts/' + safeName + '.txt', content);
+            indexed++;
+        }
+
+        this.terminal.print('🔗 Indexed ' + indexed + ' graph facts into /_graph_facts/', 'success');
+        this.terminal.print('   Run nvfs-index to include them in semantic search', 'info');
+    }
+
+    // v4.5.89b: Index a single fact — O(1) instead of O(n) re-index (P2 from review)
+    indexSingleFact(factKey, entity, fact) {
+        const fs = this.terminal.fs;
+        if (!fs) return;
+        if (!fs.readDir('/_graph_facts')) fs.mkdir('_graph_facts');
+        const safeName = factKey.replace(/[^a-zA-Z0-9_-]/g, '_');
+        const content = entity + '\n' + fact + '\nType: fact\nNamespace: global\n';
+        fs.writeFile('/_graph_facts/' + safeName + '.txt', content);
+    }
 }
 
 // Required for module system
@@ -17124,6 +18849,7 @@ if (typeof window !== 'undefined') {
                     'contexts': 'contexts — List all available context profiles',
                     'context-new': 'context-new <name> <displayName> <systemPrompt> — Create a new context profile',
                     'context-delete': 'context-delete <name> — Delete a context profile',
+                    'context-auto': 'context-auto [on|off] — Toggle auto-routing (detects intent from user input)',
                     'smart-ask': 'smart-ask <question> — Ask a question using the active context'
                 };
             }
@@ -17169,6 +18895,7 @@ if (typeof window !== 'undefined') {
                 this.commands['contexts'] = () => this.listContexts();
                 this.commands['context-new'] = (args) => this.createContext(args);
                 this.commands['context-delete'] = (args) => this.deleteContext(args);
+                this.commands['context-auto'] = (args) => this.toggleAutoRouting(args);
                 this.commands['smart-ask'] = (args) => this.smartAsk(args);
             }
             setContext(args) {
@@ -17238,6 +18965,116 @@ if (typeof window !== 'undefined') {
                     this.terminal.print(`Profile '${args[0]}' not found`, "error");
                 }
             }
+            // ─── Intent Detection Engine ───
+            _getIntentPatterns() {
+                return {
+                    'coding': [
+                        /^code\b/i, /\b(edit|fix|write|create|implement|refactor|build)\s+(module|function|class|file|code|script)/i,
+                        /\b(debug|bug|error|fix)\s+(code|module|function|script)/i, /\b(implement|write|create)\s+(a\s+)?(function|class|module|command)/i,
+                        /\b(refactor|rewrite|optimize)\s+(code|module|function)/i, /\b(add\s+)(feature|command|functionality)/i
+                    ],
+                    'debug': [
+                        /^debug\b/i, /\b(error|crash|bug|fail|traceback|exception|broken|not working)\b/i,
+                        /\b(why|what happened|diagnose|investigate|find out why)\b/i, /\b(check|inspect|examine)\s+(log|error|issue|problem)/i
+                    ],
+                    'research': [
+                        /^research\b/i, /\b(search|find|look up|research|investigate|analyze)\b/i,
+                        /\b(what is|how does|tell me about|explain)\b.*\?$/i, /\b(find|search)\s+(for\s+)?(information|docs|documentation|article)/i
+                    ],
+                    'creative': [
+                        /^brainstorm\b/i, /\b(create|design|imagine|generate|compose|draft)\s+(story|poem|art|design|idea|concept|mindmap)/i,
+                        /\b(creative|inspire|innovative|novel)\b/i
+                    ],
+                    'system-admin': [
+                        /^(config|setup|install|deploy|backup|restore|security|monitor|maintenance)\b/i,
+                        /\b(configure|setup|install|deploy|backup|restore)\s+(system|server|module|service)/i,
+                        /\b(security|permission|access|block|allow)\b/i
+                    ],
+                    'chat': [
+                        /^(hi|hello|hey|how are you|what's up|good morning|good evening)\b/i,
+                        /^.{0,30}\?$/  // short questions
+                    ]
+                };
+            }
+            autoDetectIntent(text) {
+                if (!text || typeof text !== 'string') return { profile: null, confidence: 0 };
+                const patterns = this._getIntentPatterns();
+                const scores = {};
+                const lower = text.toLowerCase();
+
+                for (const [profile, regexes] of Object.entries(patterns)) {
+                    let matches = 0;
+                    for (const re of regexes) {
+                        if (re.test(text) || re.test(lower)) matches++;
+                    }
+                    if (matches > 0) scores[profile] = matches;
+                }
+
+                // Code snippet detection (bias toward coding)
+                if (/[{([\s]*['"`]/.test(text) || /\b(function|class|const|let|var|import|export|=>)\b/.test(text)) {
+                    scores['coding'] = (scores['coding'] || 0) + 2;
+                }
+
+                // Very short text → chat
+                if (text.length < 15 && !scores['coding'] && !scores['debug']) {
+                    scores['chat'] = (scores['chat'] || 0) + 1;
+                }
+
+                // Find best match
+                let bestProfile = null;
+                let bestScore = 0;
+                let totalScore = 0;
+                for (const [profile, score] of Object.entries(scores)) {
+                    totalScore += score;
+                    if (score > bestScore) { bestScore = score; bestProfile = profile; }
+                }
+
+                // Calculate confidence (0-100)
+                const confidence = totalScore > 0 ? Math.round((bestScore / totalScore) * 100) : 0;
+
+                return { profile: bestProfile, confidence };
+            }
+            autoRouteContext(text) {
+                if (!text) return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: 0, reason: 'no input' };
+
+                // Check if auto-routing is enabled
+                const enabled = localStorage.getItem('webx11_context_auto') !== 'off';
+                if (!enabled) return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: 0, reason: 'auto-routing disabled' };
+
+                const result = this.autoDetectIntent(text);
+                if (!result.profile || result.confidence < 70) {
+                    return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: result.confidence, reason: 'confidence too low (<70%)' };
+                }
+
+                // Don't switch if already on the best profile
+                if (result.profile === this.activeProfile) {
+                    return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: result.confidence, reason: 'already on best profile' };
+                }
+
+                // Check if the target profile exists
+                if (!this.contextProfiles[result.profile]) {
+                    return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: result.confidence, reason: 'profile "' + result.profile + '" not found' };
+                }
+
+                // Switch
+                const from = this.activeProfile;
+                this.setContext([result.profile]);
+                return { switched: true, from: from, to: result.profile, confidence: result.confidence, reason: 'intent detected' };
+            }
+            toggleAutoRouting(args) {
+                const val = args && args[0] ? args[0].toLowerCase() : null;
+                if (val === 'on' || val === 'true' || val === '1') {
+                    localStorage.setItem('webx11_context_auto', 'on');
+                    this.terminal.print('✅ Auto-routing enabled — context will switch based on intent', 'success');
+                } else if (val === 'off' || val === 'false' || val === '0') {
+                    localStorage.setItem('webx11_context_auto', 'off');
+                    this.terminal.print('⛔ Auto-routing disabled — use context <name> to switch manually', 'warning');
+                } else {
+                    const current = localStorage.getItem('webx11_context_auto') !== 'off';
+                    this.terminal.print('Auto-routing: ' + (current ? 'ON' : 'OFF'), 'info');
+                    this.terminal.print('Usage: context-auto on|off', 'info');
+                }
+            }
             async smartAsk(args) {
                 if (!args[0]) {
                     this.terminal.print("Usage: smart-ask <your-question>", "warning"); return;
@@ -17285,4 +19122,707 @@ if (typeof window !== 'undefined') {
             }
         }
 
+/* === module-debug-supervisor.js === */
+// module-debug-supervisor.js — Persistent error capture, clustering, root-cause analysis, and auto-fix
+// Commands: debug-stats, debug-history, debug-analyze, debug-trends, debug-fix, debug-health
+class DebugSupervisorModule {
+    constructor() {
+        this.commands = {};
+        this.terminal = null;
+        this._healthy = true;
+        this._errorDB = { errors: {}, clusters: {}, patterns: {}, sessionId: null };
+        this._maxErrors = 500;
+        this._ttlDays = 7;
+        this._writeDebounce = null;
+        this._pendingWrites = 0;
+        this._originalConsole = {};
+        this._originalOnError = null;
+        this._originalOnRejection = null;
+        this._originalFetch = null;
+        this._interceptorInstalled = false;
+        this._sessionId = this._generateSessionId();
+    }
+
+    _generateSessionId() {
+        try {
+            let sid = localStorage.getItem('webx11_debug_session');
+            if (!sid) {
+                sid = Date.now().toString(36) + '-' + Math.random().toString(36).substring(2, 8);
+                localStorage.setItem('webx11_debug_session', sid);
+            }
+            return sid;
+        } catch (e) {
+            return Date.now().toString(36);
+        }
+    }
+
+    getHelpInfo() {
+        return {
+            'debug-stats': 'debug-stats — Show error summary (total, unique, clusters, top issues)',
+            'debug-history': 'debug-history [n] — Show last N errors (default: 20)',
+            'debug-analyze': 'debug-analyze <hash> — Deep analysis of a specific error',
+            'debug-trends': 'debug-trends [days] — Error frequency over time (default: 7)',
+            'debug-fix': 'debug-fix <hash> — Suggest and optionally apply fix for an error',
+            'debug-health': 'debug-health — Check supervisor module health status',
+        };
+    }
+
+    registerCommands() {
+        this.commands['debug-stats'] = () => this._cmdStats();
+        this.commands['debug-history'] = (args) => this._cmdHistory(args);
+        this.commands['debug-analyze'] = (args) => this._cmdAnalyze(args);
+        this.commands['debug-trends'] = (args) => this._cmdTrends(args);
+        this.commands['debug-fix'] = (args) => this._cmdFix(args);
+        this.commands['debug-health'] = () => this._cmdHealth();
+    }
+
+    seed() {
+        // seed() is not called automatically by module manager — interceptors go in init()
+    }
+
+    init() {
+        this._loadDB();
+        this._installInterceptors();
+    }
+
+    // ── Error Database ──
+
+    _loadDB() {
+        try {
+            const raw = localStorage.getItem('webx11_debug_db');
+            if (raw) {
+                const parsed = JSON.parse(raw);
+                this._errorDB = parsed;
+                this._pruneExpired();
+            }
+        } catch (e) {
+            // Corrupted DB — start fresh
+            this._errorDB = { errors: {}, clusters: {}, patterns: {}, sessionId: this._sessionId };
+        }
+    }
+
+    _saveDB() {
+        try {
+            localStorage.setItem('webx11_debug_db', JSON.stringify(this._errorDB));
+        } catch (e) {
+            // Quota exceeded — evict oldest 20% and retry
+            this._evictLRU(0.2);
+            try {
+                localStorage.setItem('webx11_debug_db', JSON.stringify(this._errorDB));
+            } catch (e2) {
+                // Still failing — supervisor degrades gracefully
+                console.warn('[DebugSupervisor] DB write failed, errors may be lost');
+            }
+        }
+    }
+
+    _scheduleSave() {
+        this._pendingWrites++;
+        if (this._writeDebounce) return;
+        this._writeDebounce = setTimeout(() => {
+            this._writeDebounce = null;
+            if (this._pendingWrites > 0) {
+                this._saveDB();
+                this._pendingWrites = 0;
+            }
+        }, 2000);
+    }
+
+    _pruneExpired() {
+        const now = Date.now();
+        const maxAge = this._ttlDays * 86400000;
+        let changed = false;
+        for (const [hash, entry] of Object.entries(this._errorDB.errors)) {
+            if (now - entry.lastSeen > maxAge) {
+                delete this._errorDB.errors[hash];
+                changed = true;
+            }
+        }
+        if (changed) this._saveDB();
+    }
+
+    _evictLRU(fraction) {
+        const entries = Object.entries(this._errorDB.errors);
+        const sorted = entries.sort((a, b) => a[1].lastSeen - b[1].lastSeen);
+        const toRemove = Math.ceil(sorted.length * fraction);
+        for (let i = 0; i < toRemove; i++) {
+            delete this._errorDB.errors[sorted[i][0]];
+        }
+    }
+
+    _checkQuota() {
+        try {
+            const total = 0;
+            for (const key in localStorage) {
+                // Estimate: key + value length
+            }
+            // Simple check: try writing a test key
+            const testKey = '__quota_test__';
+            localStorage.setItem(testKey, '1');
+            localStorage.removeItem(testKey);
+            return true;
+        } catch (e) {
+            return false;
+        }
+    }
+
+    // ── Error Classification ──
+
+    _classifyError(message, source, stack) {
+        const type = this._detectType(message, stack);
+        const severity = this._detectSeverity(type, message);
+        const category = this._detectCategory(message, source, type);
+        return { type, severity, category };
+    }
+
+    _detectType(message, stack) {
+        if (!message) return 'unknown';
+        if (message.includes('ReferenceError') || message.includes('is not defined')) return 'ReferenceError';
+        if (message.includes('TypeError') || message.includes('is not a function') || message.includes('cannot read property')) return 'TypeError';
+        if (message.includes('SyntaxError') || message.includes('Unexpected token')) return 'SyntaxError';
+        if (message.includes('HTTP') || message.includes('NetworkError') || message.includes('Failed to fetch')) return 'HTTP';
+        if (message.includes('timeout') || message.includes('Timeout') || message.includes('AbortError')) return 'timeout';
+        if (message.includes('QuotaExceededError') || message.includes('quota')) return 'quota';
+        if (message.includes('SecurityError') || message.includes('permission')) return 'security';
+        if (stack && stack.includes('tool_')) return 'tool';
+        return 'runtime';
+    }
+
+    _detectSeverity(type, message) {
+        if (type === 'SyntaxError' || type === 'ReferenceError' || type === 'quota') return 'fatal';
+        if (type === 'HTTP' && message.includes('5')) return 'error';
+        if (type === 'timeout' || type === 'security') return 'error';
+        if (type === 'tool') return 'warning';
+        return 'error';
+    }
+
+    _detectCategory(message, source, type) {
+        if (type === 'HTTP' || type === 'timeout') return 'network';
+        if (type === 'quota') return 'vfs';
+        if (type === 'security') return 'security';
+        if (source && (source.includes('module-') || source.includes('ext/'))) return 'module';
+        if (type === 'tool') return 'tool';
+        return 'runtime';
+    }
+
+    _extractModule(source) {
+        if (!source) return null;
+        const m = source.match(/(module-[a-z-]+)\.js/);
+        return m ? m[1] : null;
+    }
+
+    _computeHash(message, source, type) {
+        const raw = (message || '') + '|' + (source || '') + '|' + (type || '');
+        // Simple hash (Fowler-Noll-Vo)
+        let hash = 0x811c9dc5;
+        for (let i = 0; i < raw.length; i++) {
+            hash ^= raw.charCodeAt(i);
+            hash = Math.imul(hash, 0x01000193);
+        }
+        return (hash >>> 0).toString(16);
+    }
+
+    // ── Error Interception ──
+
+    _installInterceptors() {
+        if (this._interceptorInstalled) return;
+        const self = this;
+
+        // Console.error
+        this._originalConsole.error = console.error;
+        console.error = function() {
+            const args = Array.prototype.slice.call(arguments);
+            const msg = args.map(a => typeof a === 'object' ? (a.message || JSON.stringify(a)) : String(a)).join(' ');
+            self._recordError(msg, 'console.error', null);
+            return self._originalConsole.error.apply(console, args);
+        };
+
+        // window.onerror
+        this._originalOnError = window.onerror;
+        window.onerror = function(msg, src, line, col, err) {
+            const fullMsg = msg + (err ? ' — ' + err.message : '') + ' (' + src + ':' + line + ':' + col + ')';
+            self._recordError(fullMsg, src || 'window.onerror', err ? err.stack : null);
+            if (self._originalOnError) return self._originalOnError.call(window, msg, src, line, col, err);
+        };
+
+        // Unhandled rejections
+        this._originalOnRejection = window.onunhandledrejection;
+        window.addEventListener('unhandledrejection', function(e) {
+            const msg = e.reason ? (e.reason.message || String(e.reason)) : 'Unhandled Promise rejection';
+            self._recordError(msg, 'unhandledrejection', e.reason ? e.reason.stack : null);
+        });
+
+        // Fetch failures
+        this._originalFetch = window.fetch;
+        window.fetch = function() {
+            const args = arguments;
+            const url = typeof args[0] === 'string' ? args[0] : (args[0]?.url || '?');
+            return self._originalFetch.apply(window, args).catch(function(err) {
+                self._recordError('Fetch failed: ' + url + ' — ' + (err.message || err), url, err.stack);
+                throw err;
+            });
+        };
+
+        this._interceptorInstalled = true;
+    }
+
+    // ── Record Error ──
+
+    recordToolError(toolName, args, errorMessage) {
+        this._recordError(errorMessage, 'tool:' + toolName, null);
+    }
+
+    _recordError(message, source, stack) {
+        if (!this._healthy) return;
+        const classification = this._classifyError(message, source, stack);
+        const hash = this._computeHash(message, source, classification.type);
+        const now = Date.now();
+
+        if (this._errorDB.errors[hash]) {
+            this._errorDB.errors[hash].count++;
+            this._errorDB.errors[hash].lastSeen = now;
+            if (this._errorDB.errors[hash].sessions.indexOf(this._sessionId) === -1) {
+                this._errorDB.errors[hash].sessions.push(this._sessionId);
+            }
+        } else {
+            // LRU eviction if at cap
+            const keys = Object.keys(this._errorDB.errors);
+            if (keys.length >= this._maxErrors) {
+                this._evictLRU(0.1);
+            }
+            this._errorDB.errors[hash] = {
+                count: 1,
+                firstSeen: now,
+                lastSeen: now,
+                message: message,
+                type: classification.type,
+                severity: classification.severity,
+                category: classification.category,
+                source: source,
+                stack: stack ? stack.split('\n').slice(0, 10).join('\n') : null,
+                module: this._extractModule(source),
+                sessions: [this._sessionId],
+            };
+        }
+
+        this._scheduleSave();
+    }
+
+    // ── Clustering (Jaccard similarity) ──
+
+    _normalizeMessage(msg) {
+        if (!msg) return '';
+        return msg
+            .toLowerCase()
+            .replace(/\b0x[a-f0-9]+\b/g, '0xHEX')
+            .replace(/\b\d+\b/g, 'N')
+            .replace(/["'].*?["']/g, '"STR"')
+            .replace(/[^\w\s]/g, ' ')
+            .replace(/\s+/g, ' ')
+            .trim();
+    }
+
+    _jaccardSimilarity(a, b) {
+        const setA = new Set(a.split(' ').filter(Boolean));
+        const setB = new Set(b.split(' ').filter(Boolean));
+        if (setA.size === 0 && setB.size === 0) return 1;
+        let intersection = 0;
+        for (const token of setA) {
+            if (setB.has(token)) intersection++;
+        }
+        const union = setA.size + setB.size - intersection;
+        return union === 0 ? 0 : intersection / union;
+    }
+
+    _clusterErrors() {
+        const errors = Object.entries(this._errorDB.errors);
+        if (errors.length === 0) return [];
+
+        const clusters = [];
+        const assigned = new Set();
+
+        for (let i = 0; i < errors.length; i++) {
+            if (assigned.has(i)) continue;
+            const [hashI, entryI] = errors[i];
+            const normI = this._normalizeMessage(entryI.message);
+            const cluster = { hashes: [hashI], messages: [entryI.message], count: entryI.count, types: new Set([entryI.type]), categories: new Set([entryI.category]) };
+            assigned.add(i);
+
+            for (let j = i + 1; j < errors.length; j++) {
+                if (assigned.has(j)) continue;
+                const [hashJ, entryJ] = errors[j];
+                const normJ = this._normalizeMessage(entryJ.message);
+                if (this._jaccardSimilarity(normI, normJ) >= 0.35) {
+                    cluster.hashes.push(hashJ);
+                    cluster.messages.push(entryJ.message);
+                    cluster.count += entryJ.count;
+                    cluster.types.add(entryJ.type);
+                    cluster.categories.add(entryJ.category);
+                    assigned.add(j);
+                }
+            }
+
+            cluster.label = this._mostFrequent(cluster.messages);
+            cluster.typeCount = cluster.types.size;
+            cluster.categoryCount = cluster.categories.size;
+            delete cluster.types;
+            delete cluster.categories;
+            clusters.push(cluster);
+        }
+
+        clusters.sort((a, b) => b.count - a.count);
+        return clusters;
+    }
+
+    _mostFrequent(arr) {
+        const freq = {};
+        let best = arr[0], bestCount = 1;
+        for (const item of arr) {
+            freq[item] = (freq[item] || 0) + 1;
+            if (freq[item] > bestCount) {
+                best = item;
+                bestCount = freq[item];
+            }
+        }
+        return best;
+    }
+
+    // ── Root-Cause Analysis ──
+
+    _analyzeRootCause(hash) {
+        const entry = this._errorDB.errors[hash];
+        if (!entry) return { found: false };
+
+        const findings = [];
+        const fixes = [];
+
+        // Tool failure → check module
+        if (entry.source && entry.source.startsWith('tool:')) {
+            const toolName = entry.source.replace('tool:', '');
+            const mm = this.terminal?.moduleManager;
+            if (mm) {
+                // Check if any module has this command
+                let found = false;
+                for (const [modName, mod] of Object.entries(mm.modules)) {
+                    if (mod.commands && mod.commands[toolName]) {
+                        found = true;
+                        break;
+                    }
+                }
+                if (!found) {
+                    findings.push({ type: 'module_not_loaded', detail: 'No module provides command "' + toolName + '"' });
+                    fixes.push({ action: 'loadmod', params: toolName, description: 'Load module providing ' + toolName });
+                }
+            }
+        }
+
+        // HTTP error → check network
+        if (entry.type === 'HTTP' || entry.type === 'timeout') {
+            findings.push({ type: 'network_issue', detail: 'Network request failed: ' + entry.message.substring(0, 100) });
+            fixes.push({ action: 'test-net', params: null, description: 'Run network diagnostics' });
+        }
+
+        // ReferenceError → check bundle
+        if (entry.type === 'ReferenceError') {
+            findings.push({ type: 'missing_class', detail: 'ReferenceError suggests a class or variable is not defined' });
+            fixes.push({ action: 'reload', params: null, description: 'Reload the page to re-initialize all modules' });
+        }
+
+        // Module error → check module loader
+        if (entry.category === 'module') {
+            findings.push({ type: 'module_error', detail: 'Error in module: ' + (entry.module || 'unknown') });
+            fixes.push({ action: 'loadmod', params: entry.module, description: 'Reload module: ' + entry.module });
+        }
+
+        return { found: findings.length > 0, findings, fixes };
+    }
+
+    // ── Fix Registry ──
+
+    _buildFixSuggestion(hash) {
+        const entry = this._errorDB.errors[hash];
+        if (!entry) return null;
+
+        const rca = this._analyzeRootCause(hash);
+        if (!rca.found) {
+            return { confidence: 0, suggestion: 'No known fix pattern for this error', autoApply: false };
+        }
+
+        // Calculate confidence based on frequency
+        let confidence = Math.min(0.5, entry.count / 10);
+        if (entry.count >= 3) confidence = 0.7;
+        if (entry.count >= 10) confidence = 0.9;
+
+        return {
+            confidence: confidence,
+            suggestion: rca.findings.map(f => f.detail).join('; '),
+            fixes: rca.fixes,
+            autoApply: confidence >= 0.9,
+        };
+    }
+
+    // ── Terminal Commands ──
+
+    _cmdStats() {
+        const db = this._errorDB.errors;
+        const keys = Object.keys(db);
+        if (keys.length === 0) {
+            this.terminal.print('📊 Debug Stats: No errors recorded', 'success');
+            return;
+        }
+
+        const totalCount = keys.reduce((sum, k) => sum + db[k].count, 0);
+        const bySeverity = {};
+        const byCategory = {};
+        for (const k of keys) {
+            const e = db[k];
+            bySeverity[e.severity] = (bySeverity[e.severity] || 0) + e.count;
+            byCategory[e.category] = (byCategory[e.category] || 0) + e.count;
+        }
+
+        const clusters = this._clusterErrors();
+        const topClusters = clusters.slice(0, 5);
+
+        this.terminal.print('📊 Debug Stats', 'header');
+        this.terminal.print('  Total errors: ' + totalCount, 'info');
+        this.terminal.print('  Unique errors: ' + keys.length, 'info');
+        this.terminal.print('  Clusters: ' + clusters.length, 'info');
+        this.terminal.print('  Session: ' + this._sessionId, 'text-muted');
+        this.terminal.print('  Supervisor: ' + (this._healthy ? '✅ healthy' : '🔴 degraded'), this._healthy ? 'success' : 'error');
+
+        this.terminal.print('── By Severity ──', 'info');
+        for (const [sev, count] of Object.entries(bySeverity)) {
+            const icon = sev === 'fatal' ? '🔴' : sev === 'error' ? '🟡' : '🟢';
+            this.terminal.print('  ' + icon + ' ' + sev + ': ' + count, sev === 'fatal' ? 'error' : 'warning');
+        }
+
+        this.terminal.print('── By Category ──', 'info');
+        for (const [cat, count] of Object.entries(byCategory)) {
+            this.terminal.print('  • ' + cat + ': ' + count, 'text-muted');
+        }
+
+        if (topClusters.length > 0) {
+            this.terminal.print('── Top Clusters ──', 'info');
+            for (const c of topClusters) {
+                this.terminal.print('  [' + c.hashes.length + ' errors ×' + c.count + '] ' + c.label.substring(0, 80), 'warning');
+            }
+            this.terminal.print('  Run debug-analyze <hash> for details', 'text-muted');
+        }
+    }
+
+    _cmdHistory(args) {
+        const n = (args && args[0]) ? parseInt(args[0]) : 20;
+        const entries = Object.entries(this._errorDB.errors)
+            .sort((a, b) => b[1].lastSeen - a[1].lastSeen)
+            .slice(0, n);
+
+        if (entries.length === 0) {
+            this.terminal.print('No errors recorded', 'success');
+            return;
+        }
+
+        this.terminal.print('── Error History (last ' + entries.length + ') ──', 'header');
+        for (const [hash, e] of entries) {
+            const time = new Date(e.lastSeen).toLocaleTimeString();
+            const icon = e.severity === 'fatal' ? '🔴' : e.severity === 'error' ? '🟡' : '🟢';
+            const msg = e.message.substring(0, 80);
+            this.terminal.print('  ' + icon + ' [' + time + '] ' + msg, e.severity === 'fatal' ? 'error' : 'text-muted');
+            this.terminal.print('    hash=' + hash + ' type=' + e.type + ' cat=' + e.category + ' ×' + e.count, 'text-muted');
+        }
+        this.terminal.print('── End ──', 'info');
+        this.terminal.print('Run debug-analyze <hash> for details', 'text-muted');
+    }
+
+    _cmdAnalyze(args) {
+        const hash = (args && args[0]) || '';
+        if (!hash) {
+            this.terminal.print('Usage: debug-analyze <hash>', 'warning');
+            return;
+        }
+
+        const entry = this._errorDB.errors[hash];
+        if (!entry) {
+            this.terminal.print('Error not found: ' + hash, 'error');
+            return;
+        }
+
+        this.terminal.print('── Error Analysis: ' + hash + ' ──', 'header');
+        this.terminal.print('  Message: ' + entry.message, 'info');
+        this.terminal.print('  Type: ' + entry.type + ' | Severity: ' + entry.severity + ' | Category: ' + entry.category, 'info');
+        this.terminal.print('  Source: ' + (entry.source || '?'), 'text-muted');
+        this.terminal.print('  Module: ' + (entry.module || 'unknown'), 'text-muted');
+        this.terminal.print('  Count: ' + entry.count + ' | First: ' + new Date(entry.firstSeen).toLocaleString() + ' | Last: ' + new Date(entry.lastSeen).toLocaleString(), 'info');
+        this.terminal.print('  Sessions: ' + (entry.sessions || []).length, 'text-muted');
+        if (entry.stack) {
+            this.terminal.print('── Stack Trace (top 10) ──', 'info');
+            this.terminal.print(entry.stack, 'text-muted');
+        }
+
+        // Root-cause analysis
+        const rca = this._analyzeRootCause(hash);
+        if (rca.found) {
+            this.terminal.print('── Root Cause Analysis ──', 'warning');
+            for (const f of rca.findings) {
+                this.terminal.print('  • [' + f.type + '] ' + f.detail, 'warning');
+            }
+            if (rca.fixes.length > 0) {
+                this.terminal.print('── Suggested Fixes ──', 'success');
+                for (const fix of rca.fixes) {
+                    this.terminal.print('  → ' + fix.action + (fix.params ? ' ' + fix.params : '') + ' — ' + fix.description, 'success');
+                }
+            }
+        } else {
+            this.terminal.print('  No root cause identified', 'text-muted');
+        }
+
+        // Fix suggestion
+        const fix = this._buildFixSuggestion(hash);
+        if (fix && fix.confidence > 0) {
+            this.terminal.print('── Auto-Fix Confidence: ' + Math.round(fix.confidence * 100) + '% ──', fix.autoApply ? 'success' : 'warning');
+            this.terminal.print('  ' + fix.suggestion, 'info');
+            if (fix.autoApply) {
+                this.terminal.print('  ⚡ Confidence ≥ 90% — fix can be auto-applied with debug-fix ' + hash, 'success');
+            }
+        }
+    }
+
+    _cmdTrends(args) {
+        const days = (args && args[0]) ? parseInt(args[0]) : 7;
+        const cutoff = Date.now() - days * 86400000;
+
+        const entries = Object.values(this._errorDB.errors).filter(e => e.lastSeen >= cutoff);
+        if (entries.length === 0) {
+            this.terminal.print('No errors in the last ' + days + ' days', 'success');
+            return;
+        }
+
+        // Group by day
+        const byDay = {};
+        for (const e of entries) {
+            const day = new Date(e.lastSeen).toISOString().split('T')[0];
+            if (!byDay[day]) byDay[day] = { total: 0, byType: {} };
+            byDay[day].total += e.count;
+            byDay[day].byType[e.type] = (byDay[day].byType[e.type] || 0) + e.count;
+        }
+
+        const sortedDays = Object.keys(byDay).sort();
+        this.terminal.print('── Error Trends (last ' + days + ' days) ──', 'header');
+        for (const day of sortedDays) {
+            const d = byDay[day];
+            const types = Object.entries(d.byType).map(([t, c]) => t + ':' + c).join(', ');
+            this.terminal.print('  ' + day + ': ' + d.total + ' errors (' + types + ')', d.total > 5 ? 'warning' : 'text-muted');
+        }
+
+        // Top error types
+        const typeTotals = {};
+        for (const e of entries) {
+            typeTotals[e.type] = (typeTotals[e.type] || 0) + e.count;
+        }
+        this.terminal.print('── By Type ──', 'info');
+        for (const [type, count] of Object.entries(typeTotals).sort((a, b) => b[1] - a[1])) {
+            this.terminal.print('  • ' + type + ': ' + count, 'text-muted');
+        }
+    }
+
+    _cmdFix(args) {
+        const hash = (args && args[0]) || '';
+        if (!hash) {
+            this.terminal.print('Usage: debug-fix <hash>', 'warning');
+            return;
+        }
+
+        const fix = this._buildFixSuggestion(hash);
+        if (!fix || fix.confidence === 0) {
+            this.terminal.print('No fix available for error: ' + hash, 'warning');
+            return;
+        }
+
+        this.terminal.print('── Fix Suggestion for ' + hash + ' ──', 'header');
+        this.terminal.print('  Confidence: ' + Math.round(fix.confidence * 100) + '%', fix.autoApply ? 'success' : 'warning');
+        this.terminal.print('  Suggestion: ' + fix.suggestion, 'info');
+
+        if (fix.fixes && fix.fixes.length > 0) {
+            this.terminal.print('── Available Fixes ──', 'info');
+            for (const f of fix.fixes) {
+                this.terminal.print('  → ' + f.action + (f.params ? ' ' + f.params : ''), 'success');
+                this.terminal.print('    ' + f.description, 'text-muted');
+            }
+        }
+
+        if (fix.autoApply) {
+            this.terminal.print('⚡ Auto-applying fix...', 'info');
+            this._applyFix(hash, fix);
+        } else {
+            this.terminal.print('Confidence below auto-apply threshold. Run the suggested command manually.', 'warning');
+        }
+    }
+
+    _applyFix(hash, fix) {
+        if (!fix.fixes || fix.fixes.length === 0) return;
+        const firstFix = fix.fixes[0];
+        try {
+            if (firstFix.action === 'loadmod' && this.terminal) {
+                this.terminal.executeCommand('loadmod ' + (firstFix.params || ''));
+                this.terminal.print('  ✅ Applied: loadmod ' + (firstFix.params || ''), 'success');
+            } else if (firstFix.action === 'test-net' && this.terminal) {
+                this.terminal.executeCommand('test-net');
+                this.terminal.print('  ✅ Applied: test-net', 'success');
+            } else if (firstFix.action === 'reload') {
+                this.terminal.print('  ℹ️ Manual action needed: reload the page', 'warning');
+            } else {
+                this.terminal.print('  ℹ️ Cannot auto-apply: ' + firstFix.action, 'warning');
+            }
+        } catch (e) {
+            this.terminal.print('  ❌ Fix failed: ' + e.message, 'error');
+        }
+    }
+
+    _cmdHealth() {
+        this.terminal.print('── DebugSupervisor Health ──', 'header');
+        this.terminal.print('  Status: ' + (this._healthy ? '✅ Healthy' : '🔴 Degraded'), this._healthy ? 'success' : 'error');
+        this.terminal.print('  Session: ' + this._sessionId, 'text-muted');
+        this.terminal.print('  Errors tracked: ' + Object.keys(this._errorDB.errors).length + ' unique', 'info');
+        this.terminal.print('  Max errors: ' + this._maxErrors, 'text-muted');
+        this.terminal.print('  TTL: ' + this._ttlDays + ' days', 'text-muted');
+        this.terminal.print('  Interceptors: ' + (this._interceptorInstalled ? '✅ active' : '🔴 inactive'), this._interceptorInstalled ? 'success' : 'error');
+        this.terminal.print('  Quota: ' + (this._checkQuota() ? '✅ available' : '🔴 low'), this._checkQuota() ? 'success' : 'error');
+    }
+
+    // ── Dashboard Data ──
+
+    getDashboardData() {
+        const db = this._errorDB.errors;
+        const keys = Object.keys(db);
+        const totalCount = keys.reduce((sum, k) => sum + db[k].count, 0);
+        const clusters = this._clusterErrors().slice(0, 5);
+
+        return {
+            totalUnique: keys.length,
+            totalCount: totalCount,
+            clusters: clusters.map(c => ({ label: c.label.substring(0, 60), count: c.count, hashes: c.hashes.length })),
+            healthy: this._healthy,
+            topType: this._getTopType(db),
+            topCategory: this._getTopCategory(db),
+        };
+    }
+
+    _getTopType(db) {
+        const freq = {};
+        for (const e of Object.values(db)) {
+            freq[e.type] = (freq[e.type] || 0) + e.count;
+        }
+        const sorted = Object.entries(freq).sort((a, b) => b[1] - a[1]);
+        return sorted.length > 0 ? sorted[0][0] : null;
+    }
+
+    _getTopCategory(db) {
+        const freq = {};
+        for (const e of Object.values(db)) {
+            freq[e.category] = (freq[e.category] || 0) + e.count;
+        }
+        const sorted = Object.entries(freq).sort((a, b) => b[1] - a[1]);
+        return sorted.length > 0 ? sorted[0][0] : null;
+    }
+}
+
 /* === end core module bundle === */
diff --git a/modules/core/module-aiassist.js b/modules/core/module-aiassist.js
index 8a0a7c8..73078d0 100644
--- a/modules/core/module-aiassist.js
+++ b/modules/core/module-aiassist.js
@@ -86,10 +86,10 @@ buildSystemPrompt() {
                 } catch (e) {}
                 let base = `Current date: ${dateStr} (${dayStr}) ${timeStr}${nvfsNote}\n`
                     + 'VFS→Modules→AI. nvfs-index for commands. Tool→Observe→Answer. nvfs-resolve. Destructive cmds need confirm.\n'
-                    + 'FS: list/read/write/delete | NVFS: nvfs-resolve | Web: search/fetch [POST=method+body] | Mod: view/edit/test/reload | Config | Skills | VaultMind: vaultmind_connect(network) — connect wallet, vaultmind_status — check session, vaultmind_query(ep,msg,agent) — Hyperliquid prices/portfolio/chat | wallet_lookup(address) — read-only portfolio for any wallet | get_usage_stats(model,provider,since_hours) — LLM token/latency stats\n'
-                    + 'web_fetch tool: GET for normal pages (returns title+content+word_count), POST for JSON APIs like Hyperliquid /info (pass method="POST" and body as JSON string).\n'
-                    + 'Other: floating, webdav, cron, vault, sandbox, agents, wpm, mindmap, memgraph, guardrail, wget, tar, secret-* — discoverable via help. '
-                    + 'JS: node <file.js> executes JS from VFS (alias for js-run), node -e "expr" for inline eval. No real Node.js runtime — browser JS only.';
+                    + 'FS: list/read/write/delete | NVFS: nvfs-resolve | Web: search/fetch [POST=method+body] | Mod: view/edit/test/reload | Config | Skills | VaultMind | wallet-lookup | get_usage_stats\\n'
+                    + 'web_fetch: GET for pages, POST with method+body for JSON APIs. JS: node <file.js> or node -e "expr" (browser JS only).\n'
+                    + 'Other: floating, webdav, cron, vault, sandbox, agents, wpm, mindmap, memgraph, world-model, predict, guardrail, tar, secret-* — via help.\n'
+                    + 'predict_task: estimate duration before complex tasks. world_model_query: ask about system state, changes, health.';
                 if (profilePrompt) {
                     base = profilePrompt + '\n\n' + base;
                 }
@@ -99,6 +99,18 @@ buildSystemPrompt() {
                     if (lp.systemPrompt.prepend) base = lp.systemPrompt.prepend + '\n\n' + base;
                     if (lp.systemPrompt.append) base = base + '\n\n' + lp.systemPrompt.append;
                 }
+                // Inject auto-fix suggestions from DebugSupervisorModule
+                try {
+                    var ds = this.terminal?.moduleManager?.modules?.DebugSupervisorModule;
+                    if (ds && this._autoFixSuggestions && this._autoFixSuggestions.length > 0) {
+                        base += '\n\n[Auto-Fix Suggestions]\n';
+                        for (var fi = 0; fi < this._autoFixSuggestions.length; fi++) {
+                            var s = this._autoFixSuggestions[fi];
+                            base += '- ' + s.module + ': ' + s.suggestion + ' (' + s.reason + ')\n';
+                        }
+                        base += '[/Auto-Fix Suggestions]';
+                    }
+                } catch (e) {}
                 return base;
             }
             getToolDefinitions() {
@@ -162,6 +174,13 @@ buildSystemPrompt() {
                         description: 'System status: FS, modules, memory',
                         parameters: { type: 'object', properties: {}, required: [] }
                     }
+                }, {
+                    type: 'function',
+                    function: {
+                        name: 'get_dashboard_data',
+                        description: 'Full dashboard telemetry: modules, agents, memory, VFS, Ollama, token usage, tool latency, system health',
+                        parameters: { type: 'object', properties: {}, required: [] }
+                    }
                 }, {
                     type: 'function',
                     function: {
@@ -231,15 +250,18 @@ buildSystemPrompt() {
                     type: 'function',
                     function: {
                         name: 'edit_module',
-                        description: 'Edit module source (DESTRUCTIVE)',
-                        parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' } }, required: ['name'] }
+                        description: 'Edit module source (DESTRUCTIVE). If code is provided, writes directly to VFS and auto-tests. If no code, opens the visual editor (requires manual Save).',
+                        parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' }, code: { type: 'string', description: 'Full new source code. When provided, writes directly and auto-tests without opening the editor.' } }, required: ['name'] }
                     }
                 }, {
                     type: 'function',
                     function: {
                         name: 'test_module',
-                        description: 'Test edited module from /_mods/',
-                        parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' } }, required: ['name'] }
+                        description: 'Test an edited module: loads it, checks JS errors, verifies commands registered, runs optional test assertions. Auto-rolls-back on failure.',
+                        parameters: { type: 'object', properties: {
+                            name: { type: 'string', description: 'Module class name' },
+                            tests: { type: 'array', description: 'Optional test assertions: [{command, expect}]', items: { type: 'object', properties: { command: { type: 'string' }, expect: { type: 'string' } } } }
+                        }, required: ['name'] }
                     }
                 }, {
                     type: 'function',
@@ -440,7 +462,7 @@ buildSystemPrompt() {
                             required: []
                         }
                     }
-}, {
+                }, {
                     type: 'function',
                     function: {
                         name: 'smart_context_set',
@@ -471,7 +493,7 @@ buildSystemPrompt() {
                     type: 'function',
                     function: {
                         name: 'vaultmind_query',
-                        description: "Query VaultMind AI for Hyperliquid market data (prices, portfolio, transactions, copy-trade) or ask an AI agent. Uses same-origin /vmai/ API.",
+                        description: "Query VaultMind AI for Hyperliquid market data (prices, portfolio, transactions, copy-trade) or ask an AI agent. Uses same-origin /vmai-api/ API.",
                         parameters: {
                             type: 'object',
                             properties: {
@@ -533,11 +555,11 @@ buildSystemPrompt() {
                             },
                             required: []
                         }
-                    },
-                    {
-                        type: 'function',
-                        function: {
-                            name: 'agent_loop_list',
+                    }
+                }, {
+                    type: 'function',
+                    function: {
+                        name: 'agent_loop_list',
                             description: 'List all available agent loop profiles with their settings and benchmark results.',
                             parameters: { type: 'object', properties: {}, required: [] }
                         }
@@ -589,9 +611,77 @@ buildSystemPrompt() {
                                 required: []
                             }
                         }
-                    }
-                ];
-            }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'predict_task',
+                            description: 'Predict task duration, tool turns, and confidence based on historical execution data. Use before starting complex tasks to estimate resource needs.',
+                            parameters: {
+                                type: 'object',
+                                properties: {
+                                    task: { type: 'string', description: 'Task description to predict' }
+                                },
+                                required: ['task']
+                            }
+                        }
+                    },
+                    {
+                        type: 'function',
+                        function: {
+                            name: 'world_model_query',
+                            description: 'Query the system world model for self-awareness: modules, skills, files, agents, health, memory graph, recent changes, active projects, telemetry. Ask questions like "what changed" or "how many modules".',
+                            parameters: {
+                                type: 'object',
+                                properties: {
+                                    question: { type: 'string', description: 'What to ask: modules, skills, files, agents, health, memory, changes, projects, telemetry, summary' }
+                                },
+                                required: ['question']
+                            }
+                        }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'health_check',
+                                description: 'Run a system health check after a module edit. Verifies: no JS errors, all core commands work, world model is valid, agents are alive.',
+                                parameters: { type: 'object', properties: {} }
+                            }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'diff_module',
+                                description: 'Show a diff between the original module source and the edited version in _mods/. Returns line-by-line changes.',
+                                parameters: { type: 'object', properties: { name: { type: 'string', description: 'Module class name' } }, required: ['name'] }
+                            }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'ship_module',
+                                description: 'Full pipeline: edit → test → health_check → regression suite. Auto-rolls-back on any failure. Set commit:true to also persist to server (requires human approval). Without commit, runs as dry-run.',
+                                parameters: { type: 'object', properties: {
+                                    name: { type: 'string', description: 'Module class name' },
+                                    code: { type: 'string', description: 'Full new source code' },
+                                    tests: { type: 'array', description: 'Test assertions [{command, expect}]', items: { type: 'object', properties: { command: { type: 'string' }, expect: { type: 'string' } } } },
+                                    commit: { type: 'boolean', description: 'If true, request server persistence (needs human approval). Default: false.' }
+                                }, required: ['name', 'code'] }
+                            }
+                        },
+                        {
+                            type: 'function',
+                            function: {
+                                name: 'commit_module',
+                                description: 'Request to persist an edited module from VFS _mods/ to the server file system via WebDAV. Creates a pending commit — user must type commit-approve in the terminal to execute. Includes bundle sync and version bump.',
+                                parameters: { type: 'object', properties: {
+                                    name: { type: 'string', description: 'Module class name' },
+                                    file: { type: 'string', description: 'Target server path (e.g. modules/ext/shell.js). Auto-detect from module registry if omitted.' }
+                                }, required: ['name'] }
+                            }
+                        }
+                    ];
+                }
             getHelpInfo() {
                 return {
                     'ai': 'ai <question> — Ask the AI assistant anything',
@@ -614,6 +704,8 @@ buildSystemPrompt() {
                     'reset-mem': 'reset-mem — Reset AI memory (logs, context, profile, guardrails) without losing VFS or config',
                     'vaultmind-connect': 'vaultmind-connect [testnet|mainnet] — Connect VaultMind wallet using hyperliquid_key from SecretVault',
                     'vaultmind-status': 'vaultmind-status — Check VaultMind session status',
+                    'vaultmind-query': 'vaultmind-query <prices|portfolio|transactions|copy-trade|chat> [message] — Query VaultMind API',
+                    'wallet-lookup': 'wallet-lookup <address> — Look up Hyperliquid wallet summary',
                 };
             }
             registerCommands() {
@@ -629,6 +721,21 @@ buildSystemPrompt() {
                 this.commands['ai-model'] = (args) => this.showModel(args);
                 this.commands['ai-compress'] = () => this._manualCompress();
                 this.commands['ai-config'] = (args) => this.aiConfig(args);
+                this.commands['commit-approve'] = (args) => this._executeCommit(args.join(' '));
+                this.commands['commit-deny'] = () => {
+                    if (!this._pendingCommit) return this.terminal.print('No pending commit.', 'warning');
+                    const name = this._pendingCommit.name;
+                    this._pendingCommit = null;
+                    this.terminal.print('❌ Commit denied for ' + name, 'warning');
+                };
+                this.commands['commit-status'] = () => {
+                    if (!this._pendingCommit) return this.terminal.print('No pending commit.', 'info');
+                    const pc = this._pendingCommit;
+                    this.terminal.print('📋 Pending commit: ' + pc.name, 'info');
+                    this.terminal.print('  Target: ' + pc.serverPath, 'info');
+                    if (pc.bundlePath) this.terminal.print('  Bundle: ' + pc.bundlePath, 'info');
+                    this.terminal.print('  Changes: ' + pc.changes + ' line(s)', 'info');
+                };
                 this.commands['agent-loops'] = (args) => this.agentLoopsCmd(args);
                 this.commands['bench'] = (args) => this.benchCmd(args);
                 this.commands['bench-compare'] = (args) => this.benchCompareCmd(args);
@@ -649,6 +756,8 @@ buildSystemPrompt() {
                 this.commands['reset-mem'] = () => this.resetMem();
                 this.commands['vaultmind-connect'] = (args) => this._vaultmindConnectCmd(args);
                 this.commands['vaultmind-status'] = () => this._vaultmindStatusCmd();
+                this.commands['vaultmind-query'] = (args) => this._vaultmindQueryCmd(args);
+                this.commands['wallet-lookup'] = (args) => this._walletLookupCmd(args);
             }
             async chat(args) {
                 const userMessage = args.join(' ');
@@ -668,6 +777,18 @@ buildSystemPrompt() {
                 }
                 this._chatLock = true;
                 this.terminal.markDirty();
+                // Auto-route context based on intent
+                try {
+                    const scm = this.terminal?.moduleManager?.modules?.SmartContextModule;
+                    if (scm && typeof scm.autoRouteContext === 'function') {
+                        const routeResult = scm.autoRouteContext(userMessage);
+                        if (routeResult.switched) {
+                            this.terminal.print('🔄 Context auto-switched: ' + routeResult.from + ' → ' + routeResult.to + ' (' + routeResult.confidence + '% confidence)', 'info');
+                            // Rebuild system prompt after context switch
+                            this.systemPrompt = this.buildSystemPrompt();
+                        }
+                    }
+                } catch (e) { console.warn('[AI] Auto-routing error:', e.message); }
                 // Re-read context from localStorage (auto-restore may have written it after init)
                 this._loadContext();
                 // Compress context if it exceeds the token threshold
@@ -751,6 +872,24 @@ buildSystemPrompt() {
                 if (loopResult.toolTurns >= 2 && !this._cancelled) {
                     await this.afterActionReflection(userMessage, loopResult.toolTurns);
                 }
+                // Feed result to predictor for learning (cold module activation)
+                if (loopResult && !this._cancelled && loopResult.toolTurns >= 1) {
+                    try {
+                        const predictor = this.terminal.moduleManager.modules['PredictorModule'];
+                        if (predictor && typeof predictor.recordResult === 'function') {
+                            const features = predictor._extractFeatures(userMessage);
+                            const duration = (Date.now() - lockStart) / 1000;
+                            predictor.recordResult(features, duration, loopResult.toolTurns, !this._cancelled);
+                        }
+                    } catch (e) { /* predictor learning is best-effort */ }
+                    // Record task in memory graph for direct AI conversations (not just orchestrator)
+                    try {
+                        const mg = this.terminal.moduleManager.modules['MemoryGraphModule'];
+                        if (mg && typeof mg.recordTask === 'function') {
+                            mg.recordTask(userMessage, loopResult.finalAnswer || '', 'ai-assistant');
+                        }
+                    } catch (e) { /* memory graph is best-effort */ }
+                }
                 // Self-improvement: post-run anomaly detection
                 if (loopResult && !this._cancelled) {
                     try {
@@ -804,6 +943,280 @@ buildSystemPrompt() {
                     });
                 }
             }
+            // ─── Self-Improvement Helpers ───
+            async _captureCommandOutput(cmd) {
+                const originalPrint = this.terminal.print.bind(this.terminal);
+                let output = '';
+                this.terminal.print = (text, type) => { output += text + '\n'; };
+                try { await this.terminal.security.checkAndRun(cmd); }
+                finally { this.terminal.print = originalPrint; }
+                return output.trim();
+            }
+            async _captureShellCommand(cmd) {
+                // Routes through executeCommand (shell parser) for >, |, &&, export, etc.
+                const originalPrint = this.terminal.print.bind(this.terminal);
+                let output = '';
+                this.terminal.print = (text, type) => { output += text + '\n'; };
+                try { await this.terminal.executeCommand(cmd); }
+                finally { this.terminal.print = originalPrint; }
+                return output.trim();
+            }
+            async _captureConsoleErrors(durationMs) {
+                durationMs = durationMs || 500;
+                var errors = [];
+                var origError = console.error;
+                var origOnError = window.onerror;
+                console.error = function() {
+                    var args = Array.prototype.slice.call(arguments);
+                    errors.push(args.join(' '));
+                };
+                window.onerror = function(msg, src, line, col, err) {
+                    errors.push(msg + (err ? ' — ' + err.message : ''));
+                };
+                await new Promise(function(r) { setTimeout(r, durationMs); });
+                console.error = origError;
+                window.onerror = origOnError;
+                return errors;
+            }
+            _regressionTasks() {
+                return [
+                    { id: 'shell-export', module: 'ShellModule', command: 'export REGTEST=ok', expect: 'REGTEST', useShell: true },
+                    { id: 'shell-redirect', module: 'ShellModule', command: 'echo hi > _regtest.txt', expect: 'Redirected', useShell: true },
+                    { id: 'shell-chain', module: 'ShellModule', command: 'echo a && echo b', expect: 'b', useShell: true },
+                    { id: 'shell-pipe', module: 'ShellModule', command: 'echo hello | grep hello', expect: 'hello', useShell: true },
+                    { id: 'fs-ls', module: 'SystemModule', command: 'ls', expect: '' },
+                    { id: 'fs-pwd', module: 'SystemModule', command: 'pwd', expect: '/' },
+                    { id: 'orch-agents', module: 'OrchestratorModule', command: 'list-agents', expect: 'agent' },
+                    { id: 'ai-tools', module: 'WebX11AIAssistantModule', command: 'list_modules', expect: 'Module' },
+                    { id: 'calc-basic', module: 'CalcModule', command: 'calc 1+1', expect: '2' },
+                    { id: 'calc-advanced', module: 'CalcModule', command: 'calc 2*3', expect: '6' },
+                    { id: 'webdav-ls', module: 'WebDAVModule', command: 'webdav-ls', expect: '' },
+                    { id: 'cron-list', module: 'CronModule', command: 'cron-list', expect: '' },
+                    { id: 'theme-list', module: 'ThemeModule', command: 'theme-list', expect: '' },
+                    { id: 'mindmap-list', module: 'MindmapModule', command: 'mindmap-list', expect: '' },
+                    { id: 'media-status', module: 'MediaModule', command: 'media-status', expect: '' },
+                    { id: 'skill-list', module: 'SkillPackCoreModule', command: 'skill-list', expect: '' },
+                    { id: 'crypto-encode', module: 'CryptoGzipModule', command: 'crypto-encode test', expect: '' },
+                    { id: 'debug-toggle', module: 'DebugPanelModule', command: 'debug', expect: '' },
+                    { id: 'voice-status', module: 'VoiceModule', command: 'voice-status', expect: '' },
+                    { id: 'wpm-status', module: 'WPMModule', command: 'wpm-status', expect: '' },
+                    { id: 'console-help', module: 'ConsoleModule', command: 'console-help', expect: '' },
+                    { id: 'tutorial-status', module: 'TutorialModule', command: 'tutorial-status', expect: '' },
+                ];
+            }
+            async _runRegressionSuite(moduleName) {
+                const tests = this._regressionTasks().filter(t => t.module === moduleName);
+                if (tests.length === 0) return { module: moduleName, total: 0, passed: 0, failed: 0, results: [], allPassed: true, message: 'No regression tests for ' + moduleName };
+                const results = [];
+                for (const t of tests) {
+                    try {
+                        const out = t.useShell ? await this._captureShellCommand(t.command) : await this._captureCommandOutput(t.command);
+                        const pass = t.expect ? out.includes(t.expect) : out.length > 0;
+                        results.push({ id: t.id, command: t.command, pass, output: out.substring(0, 100) });
+                    } catch (e) {
+                        results.push({ id: t.id, command: t.command, pass: false, output: 'Error: ' + e.message });
+                    }
+                }
+                const passed = results.filter(r => r.pass).length;
+                return { module: moduleName, total: results.length, passed, failed: results.length - passed, results, allPassed: passed === results.length };
+            }
+            // ─── Phase D: Server Persistence ───
+            async _webdavPush(remotePath, content) {
+                const webdav = this.terminal.moduleManager.modules['WebDAVModule'];
+                if (!webdav) throw new Error('WebDAV module not loaded');
+                // Use the webdav module's internal request method
+                const resp = await webdav._webdavRequest('PUT', remotePath, {
+                    body: content,
+                    headers: { 'Content-Type': 'text/plain' }
+                });
+                if (!resp.ok && resp.status !== 201 && resp.status !== 204) {
+                    throw new Error('WebDAV PUT failed: HTTP ' + resp.status);
+                }
+                return true;
+            }
+            async _webdavGet(remotePath) {
+                const webdav = this.terminal.moduleManager.modules['WebDAVModule'];
+                if (!webdav) throw new Error('WebDAV module not loaded');
+                const resp = await webdav._webdavRequest('GET', remotePath);
+                if (!resp.ok) throw new Error('WebDAV GET failed: HTTP ' + resp.status);
+                return await resp.text();
+            }
+            _extractClassName(code) {
+                const m = code.match(/^class\s+(\w+)/m);
+                return m ? m[1] : null;
+            }
+            _extractClassBlock(code, className) {
+                // Extract the class definition from standalone code (without self-registration block)
+                const classStart = code.indexOf('class ' + className);
+                if (classStart === -1) return null;
+                // Find matching closing brace by counting
+                let depth = 0;
+                let end = classStart;
+                for (let i = classStart; i < code.length; i++) {
+                    if (code[i] === '{') depth++;
+                    else if (code[i] === '}') {
+                        depth--;
+                        if (depth === 0) { end = i + 1; break; }
+                    }
+                }
+                return code.substring(classStart, end);
+            }
+            async _syncBundle(bundlePath, modName, newCode) {
+                try {
+                    // Download current bundle
+                    const bundle = await this._webdavGet(bundlePath);
+                    // Find the class block in the bundle
+                    const className = modName;
+                    const classStart = bundle.indexOf('class ' + className);
+                    if (classStart === -1) return { synced: false, reason: 'Class not found in bundle' };
+                    // Find matching closing brace
+                    let depth = 0;
+                    let classEnd = classStart;
+                    for (let i = classStart; i < bundle.length; i++) {
+                        if (bundle[i] === '{') depth++;
+                        else if (bundle[i] === '}') {
+                            depth--;
+                            if (depth === 0) { classEnd = i + 1; break; }
+                        }
+                    }
+                    // Extract new class block from the edited code
+                    const newClassBlock = this._extractClassBlock(newCode, className);
+                    if (!newClassBlock) return { synced: false, reason: 'Could not extract class from new code' };
+                    // Replace in bundle
+                    const newBundle = bundle.substring(0, classStart) + newClassBlock + bundle.substring(classEnd);
+                    // Validate with vm.Script equivalent (Function constructor)
+                    try { new Function(newBundle); } catch (e) {
+                        return { synced: false, reason: 'Bundle syntax error after replace: ' + e.message };
+                    }
+                    // Upload
+                    await this._webdavPush(bundlePath, newBundle);
+                    return { synced: true, bytes: newBundle.length };
+                } catch (e) {
+                    return { synced: false, reason: e.message };
+                }
+            }
+            _parseVersion(ver) {
+                // Handle both old format (2026-07-06-v4.6.01) and new format (v4.6.01)
+                const m = ver.match(/v(\d+)\.(\d+)\.(\d+)/);
+                if (!m) return { major: 4, minor: 6, patch: 0 };
+                return { major: parseInt(m[1]), minor: parseInt(m[2]), patch: parseInt(m[3]) };
+            }
+            _bumpVersionString(ver) {
+                const v = this._parseVersion(ver);
+                return 'v' + v.major + '.' + v.minor + '.' + (v.patch + 1);
+            }
+            async _bumpVersion() {
+                // Read current version from the page
+                const currentVer = window.NEWOS4_VERSION || 'v4.6.01';
+                const newVer = this._bumpVersionString(currentVer);
+                // 1. Update main.html — replace all ?v= occurrences
+                const mainHtml = await this._webdavGet('main.html');
+                const updatedHtml = mainHtml.replace(/\?v=[^"']+/g, '?v=' + newVer);
+                await this._webdavPush('main.html', updatedHtml);
+                // 2. Update module-loader.js — replace LATEST_VER
+                const loader = await this._webdavGet('modules/core/module-loader.js');
+                const updatedLoader = loader.replace(/const LATEST_VER = '[^']+'/, "const LATEST_VER = '" + newVer + "'");
+                await this._webdavPush('modules/core/module-loader.js', updatedLoader);
+                return { from: currentVer, to: newVer };
+            }
+            _calculateConfidence(modName, testResult, healthResult, regResult, changeCount) {
+                var score = 100;
+                if (changeCount > 50) score -= 20;
+                if (changeCount > 100) score -= 20;
+                if (regResult.total === 0) score -= 30;
+                var critical = ['ShellModule', 'SystemModule', 'OrchestratorModule', 'WebX11AIAssistantModule'];
+                if (critical.indexOf(modName) !== -1) score -= 15;
+                if (testResult.tests && testResult.tests.length >= 3) score += 10;
+                if (healthResult.jsErrors && healthResult.jsErrors.length > 0) score -= 50;
+                return Math.max(0, Math.min(100, score));
+            }
+
+            async _executeCommit(comment) {
+                const pc = this._pendingCommit;
+                if (!pc) return this.terminal.print('No pending commit. Use commit_module first.', 'warning');
+                // Rate limit check
+                const today = new Date().toISOString().split('T')[0];
+                const commitLog = this.terminal.fs.fsReadJSON('/_mods/commit-log.json') || {};
+                if (commitLog[today] && commitLog[today] >= 5) {
+                    return this.terminal.print('⚠️ Rate limit: 5 commits today. Try tomorrow.', 'warning');
+                }
+                // Cooldown check (10 min)
+                if (commitLog._lastCommitTime && Date.now() - commitLog._lastCommitTime < 600000) {
+                    const wait = Math.ceil((600000 - (Date.now() - commitLog._lastCommitTime)) / 60000);
+                    return this.terminal.print('⏱ Cooldown: ' + wait + ' min until next commit.', 'warning');
+                }
+                this.terminal.print('🚀 Executing commit for ' + pc.name + '...', 'info');
+                const results = { module: pc.name, steps: [] };
+                // Step 1: Push standalone file
+                try {
+                    await this._webdavPush(pc.serverPath, pc.code);
+                    results.steps.push({ step: 'standalone', status: 'ok', path: pc.serverPath });
+                    this.terminal.print('  ✅ Standalone: ' + pc.serverPath, 'success');
+                } catch (e) {
+                    results.steps.push({ step: 'standalone', status: 'fail', error: e.message });
+                    this.terminal.print('  ❌ Standalone failed: ' + e.message, 'error');
+                    return results;
+                }
+                // Step 1b: Post-commit syntax verification
+                try {
+                    const verifyResp = await fetch(pc.serverPath + '?v=' + Date.now());
+                    const committedCode = await verifyResp.text();
+                    new Function(committedCode);
+                    results.steps.push({ step: 'verify', status: 'ok' });
+                    this.terminal.print('  ✅ Post-commit syntax check passed', 'success');
+                } catch (e) {
+                    results.steps.push({ step: 'verify', status: 'fail', error: e.message });
+                    this.terminal.print('  ❌ Post-commit syntax check failed: ' + e.message, 'error');
+                    // Auto-revert
+                    try {
+                        await this._webdavPush(pc.serverPath, pc.origCode || '');
+                        this.terminal.print('  ⏪ Auto-reverted to original code', 'warning');
+                        results.reverted = true;
+                        results.syntaxError = e.message;
+                    } catch (revertErr) {
+                        this.terminal.print('  ❌ Auto-revert FAILED: ' + revertErr.message, 'error');
+                        results.revertFailed = true;
+                    }
+                    this._pendingCommit = null;
+                    return results;
+                }
+                // Step 2: Sync bundle
+                if (pc.bundlePath) {
+                    try {
+                        const syncResult = await this._syncBundle(pc.bundlePath, pc.name, pc.code);
+                        results.steps.push({ step: 'bundle', status: syncResult.synced ? 'ok' : 'skip', detail: syncResult });
+                        if (syncResult.synced) this.terminal.print('  ✅ Bundle: ' + pc.bundlePath, 'success');
+                        else this.terminal.print('  ⚠️ Bundle sync skipped: ' + syncResult.reason, 'warning');
+                    } catch (e) {
+                        results.steps.push({ step: 'bundle', status: 'fail', error: e.message });
+                        this.terminal.print('  ❌ Bundle sync failed: ' + e.message, 'error');
+                    }
+                }
+                // Step 3: Bump version
+                try {
+                    const verResult = await this._bumpVersion();
+                    results.steps.push({ step: 'version', status: 'ok', from: verResult.from, to: verResult.to });
+                    this.terminal.print('  ✅ Version: ' + verResult.from + ' → ' + verResult.to, 'success');
+                    results.newVersion = verResult.to;
+                } catch (e) {
+                    results.steps.push({ step: 'version', status: 'fail', error: e.message });
+                    this.terminal.print('  ⚠️ Version bump failed: ' + e.message, 'warning');
+                }
+                // Step 4: Cleanup _mods/
+                this.terminal.fs.deleteFile('_mods/' + pc.name + '.js');
+                this.terminal.fs.deleteFile('_mods/' + pc.name + '.orig.js');
+                this.terminal.fs.deleteFile('_mods/' + pc.name + '.meta.json');
+                // Step 5: Rate limit update
+                commitLog[today] = (commitLog[today] || 0) + 1;
+                commitLog._lastCommitTime = Date.now();
+                this.terminal.fs.fsWriteJSON('/_mods/commit-log.json', commitLog);
+                // Clear pending
+                this._pendingCommit = null;
+                this.terminal.print('🎉 Commit complete! Refresh to load ' + (results.newVersion || 'new version'), 'success');
+                if (comment) this.terminal.print('  Comment: ' + comment, 'info');
+                results.success = true;
+                return results;
+            }
             _summarizeObservation(result, maxLen) {
                 if (!result || typeof result !== 'string' || result.length <= maxLen) return result || '';
                 const lines = result.split('\n');
@@ -1630,7 +2043,7 @@ buildSystemPrompt() {
                 }
                 try {
                     this.terminal.fs.root = JSON.parse(JSON.stringify(this._shadowSnapshot));
-                    this.terminal.fs.saveToLocalStorage();
+                    this.terminal.fs.saveToStorage();
                     this._shadowSnapshot = null;
                     this.terminal.print('↩️ VFS rolled back to pre-shadow state', 'success');
                 } catch (e) {
@@ -1651,8 +2064,6 @@ buildSystemPrompt() {
                         'nvfs-index','nvfs-status','nvfs-resolve','nvfs-tree','nvfs-config','nvfs-alias','nvfs-sync',
                         'floating-add','floating-remove','floating-list','floating-pos','floating-clear','floating-toggle',
                         'debug','debug-ai','session-new','mem-debug','reset-mem',
-                        // Node bridge — alias for js-run
-                        'node',
                         // Synced from terminal whitelist — read-only orchestration/A2A/agent commands
                         'orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result',
                         'orchestrator-status','orchestrator-list','orchestrator-config','orchestrator-restart-policy',
@@ -1769,6 +2180,9 @@ buildSystemPrompt() {
                                 memory: performance.memory ? (performance.memory.usedJSHeapSize / 1048576).toFixed(1) + 'MB' : 'N/A'
                             });
                         }
+                        case 'get_dashboard_data': {
+                            return JSON.stringify(await this._collectDashboardData());
+                        }
                         case 'get_help': {
                             const cmds = this.terminal.moduleManager.getAllCommands();
                             return JSON.stringify(Object.keys(cmds).sort());
@@ -1982,8 +2396,12 @@ buildSystemPrompt() {
                             if (!task) return JSON.stringify({ error: 'No task provided' });
                             const orch = this.terminal.moduleManager.modules['OrchestratorModule'];
                             if (!orch) return JSON.stringify({ error: 'Orchestrator not available' });
-                            orch.delegateTask(task);
-                            return JSON.stringify({ message: `Task delegated: ${task.substring(0, 80)}` });
+                            try {
+                                const result = await orch.delegateTask(task);
+                                return JSON.stringify({ success: true, task: task.substring(0, 80), result: typeof result === 'string' ? result.substring(0, 500) : 'completed' });
+                            } catch (e) {
+                                return JSON.stringify({ error: 'Delegation failed: ' + e.message });
+                            }
                         }
                         case 'spawn_agent': {
                             const role = a.role || 'worker';
@@ -2236,7 +2654,7 @@ buildSystemPrompt() {
                                 return JSON.stringify({ error: 'Invalid endpoint. Valid: ' + validEps.join(', ') });
                             }
                             try {
-                                const epMap = { prices: '/vmai/market/prices', portfolio: '/vmai/portfolio', transactions: '/vmai/transactions/summary', 'copy-trade': '/vmai/copy-trading/traders', chat: '/vmai/chat' };
+                                const epMap = { prices: '/vmai-api/market/prices', portfolio: '/vmai-api/portfolio', transactions: '/vmai-api/transactions/summary', 'copy-trade': '/vmai-api/copy-trading/traders', chat: '/vmai-api/chat' };
                                 let url = epMap[ep];
                                 let opts = { method: 'GET', headers: { 'Accept': 'application/json' } };
                                 // Portfolio, transactions, copy-trade need auth token
@@ -2322,12 +2740,48 @@ buildSystemPrompt() {
                             }.bind(this));
                             return JSON.stringify({ success: true, message: "Benchmark started on '" + profileName + "'", tasks: taskIds || 'all' });
                         }
+                        case 'predict_task': {
+                            var predictor = this.terminal.moduleManager.modules['PredictorModule'];
+                            if (!predictor) return JSON.stringify({ error: 'Predictor module not loaded' });
+                            var taskDesc = a.task || '';
+                            if (!taskDesc) return JSON.stringify({ error: 'task parameter required' });
+                            var pFeatures = predictor._extractFeatures(taskDesc);
+                            var pSimilar = predictor._findSimilar(pFeatures);
+                            var pResult = predictor._computePrediction(pSimilar, pFeatures);
+                            return JSON.stringify({
+                                task: taskDesc.substring(0, 80),
+                                estimatedDuration: pResult.duration + 's',
+                                estimatedToolTurns: pResult.toolTurns,
+                                confidence: Math.round(pResult.confidence * 100) + '%',
+                                similarTasks: pResult.similarCount,
+                                recommendation: pResult.confidence >= predictor._CONFIDENCE_THRESHOLD && pResult.duration > 30
+                                    ? 'Set TTL to ' + Math.ceil(pResult.duration * 1.5) + 's'
+                                    : 'No special action needed'
+                            });
+                        }
+                        case 'world_model_query': {
+                            var wm = this.terminal.moduleManager.modules['WorldModelModule'];
+                            if (!wm) return JSON.stringify({ error: 'WorldModelModule not loaded' });
+                            if (!wm._model) return JSON.stringify({ error: 'World model not synthesized yet — run world-model-refresh' });
+                            var wmAnswer = wm._answerQuery(a.question || '');
+                            return JSON.stringify({ question: a.question, answer: wmAnswer, version: wm._model.version, synthesized: wm._model.synthesized });
+                        }
+                        case 'health_check':
+                        case 'diff_module':
+                        case 'ship_module':
+                        case 'commit_module':
+                            return await this.runModuleTool(name, argsStr);
                         default:
                             return JSON.stringify({ error: `Unknown tool: ${name}` });
                     }
                 } catch (e) {
                     this._errorLog.push({ tool: name, args: a, error: e.message, timestamp: Date.now() });
                     if (this._errorLog.length > 20) this._errorLog.shift();
+                    // Also feed into DebugSupervisorModule
+                    try {
+                        var ds = this.terminal?.moduleManager?.modules?.DebugSupervisorModule;
+                        if (ds) ds.recordToolError(name, a, e.message);
+                    } catch (dsErr) {}
                     return JSON.stringify({ error: e.message, stack: e.stack?.substring(0, 200) });
                 }
             }
@@ -2421,10 +2875,61 @@ buildSystemPrompt() {
                     }
                     case 'test_module': {
                         const modName = a.name || '';
+                        const tests = a.tests || null;
                         const code = this.terminal.fs.readFile(`_mods/${modName}.js`);
                         if (!code) return JSON.stringify({ error: `No local edit for ${modName}` });
-                        this.terminal.moduleManager.loadModuleFromCode(code, `blob://_mods/${modName}.js`);
-                        return `Module "${modName}" loaded from local edit for testing`;
+                        // Save current module state for rollback
+                        const oldInstance = this.terminal.moduleManager.modules[modName];
+                        const oldCommands = oldInstance ? Object.keys(oldInstance.commands) : [];
+                        // Load new version
+                        const ok = await this.terminal.moduleManager.loadModuleFromCode(code, `blob://_mods/${modName}.js`);
+                        if (!ok) {
+                            if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                            return JSON.stringify({ error: 'Module failed to load', rolledBack: true });
+                        }
+                        // Check for JS errors after load
+                        const jsErrors = await this._captureConsoleErrors(300);
+                        if (jsErrors.length > 0) {
+                            if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                            return JSON.stringify({ error: 'JS errors after load', errors: jsErrors.slice(0, 5), rolledBack: true });
+                        }
+                        // Verify commands registered
+                        const newInstance = this.terminal.moduleManager.modules[modName];
+                        const newCommands = newInstance ? Object.keys(newInstance.commands) : [];
+                        const lostCommands = oldCommands.filter(c => !newCommands.includes(c));
+                        if (lostCommands.length > 0) {
+                            if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                            return JSON.stringify({ error: 'Commands lost after edit', lost: lostCommands, rolledBack: true });
+                        }
+                        // Run test assertions if provided
+                        if (tests && Array.isArray(tests) && tests.length > 0) {
+                            const results = [];
+                            for (const t of tests) {
+                                const cmd = t.command || '';
+                                // Use shell parser for commands with >, |, &&, ||, ;, export, set
+                                const useShell = /[>|&;]/.test(cmd) || cmd.startsWith('export ') || cmd.startsWith('set ');
+                                const output = useShell ? await this._captureShellCommand(cmd) : await this._captureCommandOutput(cmd);
+                                const passed = t.expect ? output.includes(t.expect) : output.length > 0;
+                                results.push({ command: cmd, expected: t.expect || '(any output)', actual: output.substring(0, 200), pass: passed });
+                            }
+                            const failed = results.filter(r => !r.pass).length;
+                            if (failed > 0) {
+                                if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                                return JSON.stringify({ error: failed + '/' + results.length + ' tests failed', results, rolledBack: true });
+                            }
+                            return JSON.stringify({ success: true, module: modName, commands: newCommands.length, tests: results });
+                        }
+                        // Smoke test: run first command if available
+                        if (newCommands.length > 0) {
+                            try {
+                                const smokeOut = await this._captureCommandOutput(newCommands[0]);
+                                return JSON.stringify({ success: true, module: modName, commands: newCommands.length, smokeTest: { command: newCommands[0], output: smokeOut.substring(0, 200) } });
+                            } catch (e) {
+                                if (oldInstance) this.terminal.moduleManager.modules[modName] = oldInstance;
+                                return JSON.stringify({ error: 'Smoke test failed: ' + e.message, rolledBack: true });
+                            }
+                        }
+                        return JSON.stringify({ success: true, module: modName, commands: newCommands.length });
                     }
                     case 'reload_module': {
                         const modName = a.name || '';
@@ -2488,11 +2993,181 @@ buildSystemPrompt() {
                         }
                         return JSON.stringify({ modules, total: modules.length, hasLocalEdits: hasMods });
                     }
+                    case 'health_check': {
+                        const results = {};
+                        const coreCmds = ['ls', 'pwd', 'echo test', 'help', 'grep', 'find', 'tree', 'cat'];
+                        results.coreCommands = {};
+                        for (const cmd of coreCmds) {
+                            try {
+                                const out = await this._captureCommandOutput(cmd);
+                                results.coreCommands[cmd] = (out.length > 0 || cmd === 'ls') ? 'ok' : 'empty output';
+                            } catch (e) {
+                                results.coreCommands[cmd] = 'FAIL: ' + e.message;
+                            }
+                        }
+                        const mm = this.terminal.moduleManager;
+                        results.moduleCount = Object.keys(mm.modules).length;
+                        const wm = this.terminal.fs.fsReadJSON('system/world-model.json');
+                        results.worldModelVersion = wm ? wm.version : 'not found';
+                        results.versionMatch = wm && wm.version === (typeof window !== 'undefined' ? window.NEWOS4_VERSION : '');
+                        const orch = mm.modules['OrchestratorModule'];
+                        if (orch) {
+                            const agents = Object.values(orch._agents);
+                            results.agents = { total: agents.length, healthy: agents.filter(a => a.status !== 'failed').length, failed: agents.filter(a => a.status === 'failed').length };
+                        }
+                        results.jsErrors = await this._captureConsoleErrors(500);
+                        const allCoreOk = Object.values(results.coreCommands).every(v => v === 'ok');
+                        results.healthy = allCoreOk && results.versionMatch && results.jsErrors.length === 0;
+                        return JSON.stringify(results);
+                    }
+                    case 'diff_module': {
+                        const modName = a.name || '';
+                        const newCode = this.terminal.fs.readFile(`_mods/${modName}.js`);
+                        if (!newCode) return JSON.stringify({ error: `No edit for ${modName}` });
+                        let origCode = this.terminal.fs.readFile(`_mods/${modName}.orig.js`);
+                        if (!origCode || origCode === 'placeholder') {
+                            const instance = this.terminal.moduleManager.modules[modName];
+                            if (instance) origCode = instance.constructor.toString();
+                        }
+                        if (!origCode) return JSON.stringify({ error: 'No original source found' });
+                        const origLines = origCode.split('\n');
+                        const newLines = newCode.split('\n');
+                        const changes = [];
+                        const maxLines = Math.max(origLines.length, newLines.length);
+                        for (let i = 0; i < maxLines; i++) {
+                            if (origLines[i] !== newLines[i]) {
+                                if (origLines[i] && !newLines[i]) changes.push({ line: i+1, type: 'removed', content: origLines[i].substring(0, 120) });
+                                else if (!origLines[i] && newLines[i]) changes.push({ line: i+1, type: 'added', content: newLines[i].substring(0, 120) });
+                                else changes.push({ line: i+1, type: 'changed', old: (origLines[i]||'').substring(0, 80), new: (newLines[i]||'').substring(0, 80) });
+                            }
+                        }
+                        return JSON.stringify({ module: modName, originalLines: origLines.length, newLines: newLines.length, changes: changes.length, diff: changes.slice(0, 50) });
+                    }
+                    case 'ship_module': {
+                        const modName = a.name || '';
+                        const newCode = a.code || '';
+                        const tests = a.tests || [];
+                        const shouldCommit = a.commit === true;
+                        if (!modName || !newCode) return JSON.stringify({ error: 'name and code required' });
+                        // Step 1: Write to _mods/
+                        this.terminal.fs.writeFile(`_mods/${modName}.js`, newCode);
+                        this.terminal.fs.writeFile(`_mods/${modName}.meta.json`, JSON.stringify({ editedAt: new Date().toISOString(), editedBy: 'ship_module' }));
+                        // Step 2: Test
+                        const testResult = await this.runModuleTool('test_module', JSON.stringify({ name: modName, tests }));
+                        const testParsed = JSON.parse(testResult);
+                        if (testParsed.error) {
+                            return JSON.stringify({ step: 'test', error: testParsed.error, rolledBack: testParsed.rolledBack, pipeline: 'aborted at test' });
+                        }
+                        // Step 3: Health check
+                        const healthResult = await this.runModuleTool('health_check', '{}');
+                        const healthParsed = JSON.parse(healthResult);
+                        if (!healthParsed.healthy) {
+                            await this.runModuleTool('reload_module', JSON.stringify({ name: modName }));
+                            return JSON.stringify({ step: 'health_check', error: 'System unhealthy after edit', health: healthParsed, pipeline: 'aborted at health_check, rolled back' });
+                        }
+                        // Step 4: Regression suite
+                        const regResult = await this._runRegressionSuite(modName);
+                        if (!regResult.allPassed) {
+                            await this.runModuleTool('reload_module', JSON.stringify({ name: modName }));
+                            return JSON.stringify({ step: 'regression', error: 'Regression tests failed', regression: regResult, pipeline: 'aborted at regression, rolled back' });
+                        }
+                        // Step 5: Calculate confidence score
+                        const changeCount = newCode.split('\n').length;
+                        const confidence = this._calculateConfidence(modName, testParsed, healthParsed, regResult, changeCount);
+                        // Step 6: Commit (if requested)
+                        if (shouldCommit) {
+                            if (confidence >= 70) {
+                                // Auto-commit: execute directly
+                                const commitResult = await this.runModuleTool('commit_module', JSON.stringify({ name: modName }));
+                                const commitParsed = JSON.parse(commitResult);
+                                if (commitParsed.pendingCommit) {
+                                    // Execute the pending commit immediately
+                                    const execResult = await this._executeCommit('auto: confidence=' + confidence);
+                                    return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression → AUTO-COMMIT (confidence=' + confidence + ')', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, autoCommitted: true, commitResult: execResult });
+                                }
+                                return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression → auto-commit', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, commit: commitParsed });
+                            } else {
+                                // Confidence too low — human approval required
+                                const commitResult = await this.runModuleTool('commit_module', JSON.stringify({ name: modName }));
+                                return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression → HUMAN APPROVAL REQUIRED (confidence=' + confidence + ' < 70)', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, commit: JSON.parse(commitResult), humanApprovalRequired: true });
+                            }
+                        }
+                        return JSON.stringify({ success: true, pipeline: 'edit → test → health → regression (dry-run)', module: modName, confidence: confidence, testResult: testParsed, health: healthParsed, regression: regResult, next: 'Call commit_module or ship_module with commit:true to persist' });
+                    }
+                    case 'commit_module': {
+                        const modName = a.name || '';
+                        const targetFile = a.file || '';
+                        const newCode = this.terminal.fs.readFile(`_mods/${modName}.js`);
+                        if (!newCode) return JSON.stringify({ error: `No local edit for ${modName}. Run edit_module or ship_module first.` });
+
+                        // Auto-detect target file from module registry
+                        let serverPath = targetFile;
+                        if (!serverPath) {
+                            const entry = this.terminal.moduleManager.moduleRegistry.find(m => m.name === modName);
+                            if (entry && entry.url) {
+                                serverPath = entry.url.replace(/^https?:\/\/[^/]+/, '').replace(/\?v=.*/, '');
+                            }
+                        }
+                        if (!serverPath) return JSON.stringify({ error: 'Cannot determine server path. Provide file= parameter (e.g. modules/ext/shell.js).' });
+
+                        // Get diff
+                        let origCode = this.terminal.fs.readFile(`_mods/${modName}.orig.js`);
+                        if (!origCode || origCode === 'placeholder') {
+                            const instance = this.terminal.moduleManager.modules[modName];
+                            if (instance) origCode = instance.constructor.toString();
+                        }
+                        const origLines = origCode ? origCode.split('\n') : [];
+                        const newLines = newCode.split('\n');
+                        let changeCount = 0;
+                        for (let i = 0; i < Math.max(origLines.length, newLines.length); i++) {
+                            if (origLines[i] !== newLines[i]) changeCount++;
+                        }
+
+                        // Detect bundle path
+                        let bundlePath = null;
+                        if (serverPath.includes('/modules/core/') || serverPath.includes('module-aiassist')) {
+                            bundlePath = 'modules/core/core-bundle.js';
+                        } else if (serverPath.includes('/modules/ext/')) {
+                            bundlePath = 'modules/ext/critical-ext-bundle.js';
+                        }
+
+                        // Store pending commit
+                        this._pendingCommit = {
+                            name: modName,
+                            code: newCode,
+                            origCode: origCode || '',
+                            serverPath: serverPath,
+                            bundlePath: bundlePath,
+                            changes: changeCount,
+                            createdAt: Date.now()
+                        };
+
+                        this.terminal.print('📋 Commit request created for ' + modName, 'info');
+                        this.terminal.print('  Target: ' + serverPath, 'info');
+                        if (bundlePath) this.terminal.print('  Bundle: ' + bundlePath, 'info');
+                        this.terminal.print('  Changes: ' + changeCount + ' line(s) different', 'info');
+                        this.terminal.print('  Type \'commit-approve\' to persist or \'commit-deny\' to cancel', 'warning');
+
+                        return JSON.stringify({
+                            pendingCommit: true,
+                            module: modName,
+                            serverPath: serverPath,
+                            bundlePath: bundlePath,
+                            changes: changeCount,
+                            newLines: newLines.length,
+                            message: 'Commit request created. User must type commit-approve to execute.'
+                        });
+                    }
                     default: return JSON.stringify({ error: `Unknown module tool: ${name}` });
                     }
                 } catch (e) {
                     this._errorLog.push({ tool: name, args: a, error: e.message, timestamp: Date.now() });
                     if (this._errorLog.length > 20) this._errorLog.shift();
+                    // Also feed into DebugSupervisorModule
+                    try {
+                        var ds = this.terminal?.moduleManager?.modules?.DebugSupervisorModule;
+                        if (ds) ds.recordToolError(name, a, e.message);
+                    } catch (dsErr) {}
                     return JSON.stringify({ error: e.message, stack: e.stack?.substring(0, 200) });
                 }
             }
@@ -2827,6 +3502,19 @@ buildSystemPrompt() {
                 }
                 try { localStorage.setItem('webx11_ai_patterns', JSON.stringify(this._commandFreq)); } catch (e) {}
             }
+            _buildToolToModuleMap() {
+                this._toolToModuleMap = {};
+                const mm = this.terminal.moduleManager;
+                if (!mm || !mm.modules) return;
+                for (const [modName, mod] of Object.entries(mm.modules)) {
+                    if (mod.commands) {
+                        for (const cmdName of Object.keys(mod.commands)) {
+                            this._toolToModuleMap[cmdName] = modName;
+                        }
+                    }
+                }
+            }
+
             async _autoCreateErrorSkill() {
                 const grouped = {};
                 for (const e of this._errorLog) {
@@ -3106,6 +3794,49 @@ buildSystemPrompt() {
                     this.terminal.print('❌ No VaultMind session. Use: vaultmind-connect [testnet|mainnet]', 'warning');
                 }
             }
+            async _vaultmindQueryCmd(args) {
+                const ep = args[0];
+                const validEps = ['prices', 'portfolio', 'transactions', 'copy-trade', 'chat'];
+                if (!validEps.includes(ep)) {
+                    this.terminal.print('Usage: vaultmind-query <prices|portfolio|transactions|copy-trade|chat> [message|agent]', 'warning'); return;
+                }
+                try {
+                    const epMap = { prices: '/vmai-api/market/prices', portfolio: '/vmai-api/portfolio', transactions: '/vmai-api/transactions/summary', 'copy-trade': '/vmai-api/copy-trading/traders', chat: '/vmai-api/chat' };
+                    let url = epMap[ep];
+                    let opts = { method: 'GET', headers: { 'Accept': 'application/json' } };
+                    const authEps = ['portfolio', 'transactions', 'copy-trade'];
+                    if (authEps.includes(ep)) {
+                        const token = localStorage.getItem('vaultmind_token');
+                        if (token) opts.headers['Authorization'] = 'Bearer ' + token;
+                    }
+                    if (ep === 'chat') {
+                        opts.method = 'POST';
+                        opts.headers['Content-Type'] = 'application/json';
+                        const token = localStorage.getItem('vaultmind_token');
+                        if (token) opts.headers['Authorization'] = 'Bearer ' + token;
+                        opts.body = JSON.stringify({
+                            message: args.slice(1).join(' ') || 'What is the current market status?',
+                            agent: 'market'
+                        });
+                    }
+                    const resp = await fetch(url, opts);
+                    const data = await resp.json();
+                    this.terminal.print(JSON.stringify(data, null, 2), 'success');
+                } catch (e) {
+                    this.terminal.print('VaultMind query error: ' + e.message, 'error');
+                }
+            }
+            async _walletLookupCmd(args) {
+                const addr = args[0];
+                if (!addr) { this.terminal.print('Usage: wallet-lookup <address>', 'warning'); return; }
+                try {
+                    const resp = await fetch('/wallet/' + encodeURIComponent(addr));
+                    const data = await resp.json();
+                    this.terminal.print(JSON.stringify(data, null, 2), 'success');
+                } catch (e) {
+                    this.terminal.print('Wallet lookup error: ' + e.message, 'error');
+                }
+            }
             // ── Agent Loop Profile System ──
             _defaultLoopProfile(name, desc) {
                 return {
@@ -3411,6 +4142,20 @@ buildSystemPrompt() {
                     else if (a.type === 'high_token_usage') suggestions.push('High token usage (' + (a.value/1000).toFixed(0) + 'K) — consider a minimal-tools profile for simpler tasks');
                     else if (a.type === 'tool_failures') {
                         suggestions.push(a.count + ' tool failures (' + a.tools.join(', ') + ') — check if modules are loaded or paths correct');
+                        // Auto-fix: map failed tools to modules and suggest fix
+                        if (!this._autoFixSuggestions) this._autoFixSuggestions = [];
+                        if (!this._toolToModuleMap) this._buildToolToModuleMap();
+                        for (var fi = 0; fi < a.tools.length; fi++) {
+                            var failedMod = this._toolToModuleMap[a.tools[fi]];
+                            if (failedMod && this._autoFixSuggestions.length < 3) {
+                                this._autoFixSuggestions.push({
+                                    module: failedMod,
+                                    tool: a.tools[fi],
+                                    reason: 'Repeated tool failure in agent loop',
+                                    suggestion: 'Consider running ship_module to fix ' + failedMod
+                                });
+                            }
+                        }
                         // Auto-correct: inject negative constraint into profile append
                         if (this._activeLoopProfile && this._activeLoopProfile.systemPrompt) {
                             var constraint = '[Constraint] Avoid tools that failed: ' + a.tools.join(', ') + '. Verify module state before calling these tools.';
@@ -3476,4 +4221,141 @@ buildSystemPrompt() {
                 if (profileAdjusted) msg += ' — profile auto-adjusted';
                 this.terminal.print(msg, 'info');
             }
+            async _collectDashboardData() {
+                try {
+                    const terminal = this.terminal;
+                    const mm = terminal.moduleManager;
+                    const om = terminal.ollamaManager;
+                    const fs = terminal.fs;
+                    const data = {};
+
+                    // Version
+                    data.version = window.NEWOS4_VERSION || 'v?';
+
+                    // Modules
+                    const mods = mm ? Object.keys(mm.modules) : [];
+                    const registry = mm ? (mm.moduleRegistry || []) : [];
+                    data.modules = {
+                        loaded: mods.length,
+                        total: registry.length || mods.length,
+                        modifiedCount: 0
+                    };
+                    try {
+                        const modsDir = fs ? fs.readDir('/_mods/') : null;
+                        if (modsDir) data.modules.modifiedCount = modsDir.filter(function(e) { return e.type === 'file' && e.name.endsWith('.js') && !e.name.endsWith('.orig.js'); }).length;
+                    } catch (e) {}
+
+                    // Agents
+                    const orch = mm ? mm.modules['OrchestratorModule'] : null;
+                    if (orch && orch._agents) {
+                        var agentList = Object.values(orch._agents);
+                        data.agents = {
+                            total: agentList.length,
+                            busy: agentList.filter(function(a) { return a.status === 'busy'; }).length,
+                            idle: agentList.filter(function(a) { return a.status === 'idle'; }).length,
+                            sleeping: agentList.filter(function(a) { return a.status === 'sleeping'; }).length,
+                            failed: agentList.filter(function(a) { return a.status === 'failed' || a.status === 'restarting'; }).length,
+                            list: agentList.map(function(a) { return { id: a.id, role: a.role, status: a.status, caps: (a.capabilities || []).length }; })
+                        };
+                    } else {
+                        data.agents = { total: 0, busy: 0, idle: 0, sleeping: 0, failed: 0, list: [] };
+                    }
+
+                    // Memory
+                    var heapStr = 'N/A';
+                    try { if (performance.memory) heapStr = (performance.memory.usedJSHeapSize / 1048576).toFixed(1) + 'MB'; } catch (e) {}
+                    var graphNodes = 0;
+                    var mg = mm ? mm.modules['MemoryGraphModule'] : null;
+                    if (mg && mg._nodes) graphNodes = Object.keys(mg._nodes).length;
+                    data.memory = { heap: heapStr, graphNodes: graphNodes };
+
+                    // VFS
+                    try {
+                        if (fs) {
+                            var fileCount = 0, dirCount = 0;
+                            var walk = function(path) {
+                                var entries = fs.ls(path);
+                                if (!entries) return;
+                                for (var i = 0; i < entries.length; i++) {
+                                    if (entries[i].type === 'file') fileCount++;
+                                    else { dirCount++; walk(path === '/' ? '/' + entries[i].name : path + '/' + entries[i].name); }
+                                }
+                            };
+                            walk('/');
+                            data.vfs = { files: fileCount, dirs: dirCount, size: (JSON.stringify(fs.root || {}).length / 1024).toFixed(1) + 'KB' };
+                        }
+                    } catch (e) { data.vfs = { files: 0, dirs: 0, size: '0KB' }; }
+
+                    // Ollama
+                    data.ollama = {
+                        connected: om ? om.connected : false,
+                        model: om ? om.currentModel : null,
+                        provider: om && om.currentProvider ? om.currentProvider.name : null
+                    };
+
+                    // Skills
+                    try {
+                        var skillIdx = fs ? fs.fsReadJSON('/skills/index.json') : null;
+                        data.skills = { count: skillIdx ? Object.keys(skillIdx).length : 0 };
+                    } catch (e) { data.skills = { count: 0 }; }
+
+                    // Token usage
+                    try {
+                        if (om && typeof om.getUsageStats === 'function') {
+                            var usage = om.getUsageStats({ since_hours: 24 });
+                            data.usage = usage;
+                        }
+                    } catch (e) { data.usage = { total: 0 }; }
+
+                    // Tool latency
+                    var sm = mm ? mm.modules['ServerMonitorModule'] : null;
+                    if (sm && sm._latencyLog) {
+                        var toolStats = {};
+                        for (var i = 0; i < sm._latencyLog.length; i++) {
+                            var entry = sm._latencyLog[i];
+                            if (!toolStats[entry.name]) toolStats[entry.name] = { calls: 0, totalMs: 0, errors: 0, maxMs: 0 };
+                            toolStats[entry.name].calls++;
+                            toolStats[entry.name].totalMs += entry.duration;
+                            toolStats[entry.name].errors += entry.error ? 1 : 0;
+                            toolStats[entry.name].maxMs = Math.max(toolStats[entry.name].maxMs, entry.duration);
+                        }
+                        data.latency = Object.entries(toolStats)
+                            .map(function(e) { return { name: e[0], avg: Math.round(e[1].totalMs / e[1].calls) + 'ms', max: e[1].maxMs + 'ms', calls: e[1].calls, errors: e[1].errors }; })
+                            .sort(function(a, b) { return parseInt(b.avg) - parseInt(a.avg); })
+                            .slice(0, 10);
+                    } else {
+                        data.latency = [];
+                    }
+
+                    // System health
+                    var totalErrors = 0;
+                    try {
+                        var ds = mm ? mm.modules['DebugSupervisorModule'] : null;
+                        if (ds && ds._errorDB) totalErrors += Object.keys(ds._errorDB.errors).length;
+                        if (sm && sm._latencyLog) totalErrors += sm._latencyLog.filter(function(e) { return e.error; }).length;
+                    } catch (e) {}
+                    var predictor = mm ? mm.modules['PredictorModule'] : null;
+                    var predictorAcc = 'N/A';
+                    if (predictor && predictor._accuracy && predictor._accuracy.total > 0) {
+                        predictorAcc = Math.round(predictor._accuracy.correct / predictor._accuracy.total * 100) + '%';
+                    }
+                    data.health = {
+                        modules: data.modules.loaded + '/' + data.modules.total,
+                        vfsSize: data.vfs ? data.vfs.size : '?',
+                        online: typeof navigator !== 'undefined' ? navigator.onLine : true,
+                        errors: totalErrors,
+                        predictorAccuracy: predictorAcc
+                    };
+
+                    data.timestamp = Date.now();
+
+                    // Write to localStorage for the dashboard HTML page to read
+                    try { localStorage.setItem('webx11_dashboard_data', JSON.stringify(data)); } catch (e) {}
+
+                    return data;
+                } catch (e) {
+                    console.error('[Dashboard] Collection error:', e.message);
+                    return { error: e.message, timestamp: Date.now() };
+                }
+            }
         }
diff --git a/modules/core/module-chatstudio.js b/modules/core/module-chatstudio.js
index 8e9d208..dd5ec65 100644
--- a/modules/core/module-chatstudio.js
+++ b/modules/core/module-chatstudio.js
@@ -501,8 +501,7 @@ class ChatStudioModule {
                 var shortNames = {
                     'llama3.2': 'Llama3.2',
                     'llama3': 'Llama3',
-                    'gemma3:4b': 'Gemma3-4B',
-                    'gemma3:1b': 'Gemma3-1B',
+                    'gemma4:31b-cloud': 'Gemma4-31B',
                     'gemma2:2b': 'Gemma2',
                     'qwen2.5:7b-instruct': 'Qwen2.5',
                     'qwen3:8b': 'Qwen3',
diff --git a/modules/core/module-debug-supervisor.js b/modules/core/module-debug-supervisor.js
new file mode 100644
index 0000000..15fe5d4
--- /dev/null
+++ b/modules/core/module-debug-supervisor.js
@@ -0,0 +1,701 @@
+// module-debug-supervisor.js — Persistent error capture, clustering, root-cause analysis, and auto-fix
+// Commands: debug-stats, debug-history, debug-analyze, debug-trends, debug-fix, debug-health
+class DebugSupervisorModule {
+    constructor() {
+        this.commands = {};
+        this.terminal = null;
+        this._healthy = true;
+        this._errorDB = { errors: {}, clusters: {}, patterns: {}, sessionId: null };
+        this._maxErrors = 500;
+        this._ttlDays = 7;
+        this._writeDebounce = null;
+        this._pendingWrites = 0;
+        this._originalConsole = {};
+        this._originalOnError = null;
+        this._originalOnRejection = null;
+        this._originalFetch = null;
+        this._interceptorInstalled = false;
+        this._sessionId = this._generateSessionId();
+    }
+
+    _generateSessionId() {
+        try {
+            let sid = localStorage.getItem('webx11_debug_session');
+            if (!sid) {
+                sid = Date.now().toString(36) + '-' + Math.random().toString(36).substring(2, 8);
+                localStorage.setItem('webx11_debug_session', sid);
+            }
+            return sid;
+        } catch (e) {
+            return Date.now().toString(36);
+        }
+    }
+
+    getHelpInfo() {
+        return {
+            'debug-stats': 'debug-stats — Show error summary (total, unique, clusters, top issues)',
+            'debug-history': 'debug-history [n] — Show last N errors (default: 20)',
+            'debug-analyze': 'debug-analyze <hash> — Deep analysis of a specific error',
+            'debug-trends': 'debug-trends [days] — Error frequency over time (default: 7)',
+            'debug-fix': 'debug-fix <hash> — Suggest and optionally apply fix for an error',
+            'debug-health': 'debug-health — Check supervisor module health status',
+        };
+    }
+
+    registerCommands() {
+        this.commands['debug-stats'] = () => this._cmdStats();
+        this.commands['debug-history'] = (args) => this._cmdHistory(args);
+        this.commands['debug-analyze'] = (args) => this._cmdAnalyze(args);
+        this.commands['debug-trends'] = (args) => this._cmdTrends(args);
+        this.commands['debug-fix'] = (args) => this._cmdFix(args);
+        this.commands['debug-health'] = () => this._cmdHealth();
+    }
+
+    seed() {
+        // seed() is not called automatically by module manager — interceptors go in init()
+    }
+
+    init() {
+        this._loadDB();
+        this._installInterceptors();
+    }
+
+    // ── Error Database ──
+
+    _loadDB() {
+        try {
+            const raw = localStorage.getItem('webx11_debug_db');
+            if (raw) {
+                const parsed = JSON.parse(raw);
+                this._errorDB = parsed;
+                this._pruneExpired();
+            }
+        } catch (e) {
+            // Corrupted DB — start fresh
+            this._errorDB = { errors: {}, clusters: {}, patterns: {}, sessionId: this._sessionId };
+        }
+    }
+
+    _saveDB() {
+        try {
+            localStorage.setItem('webx11_debug_db', JSON.stringify(this._errorDB));
+        } catch (e) {
+            // Quota exceeded — evict oldest 20% and retry
+            this._evictLRU(0.2);
+            try {
+                localStorage.setItem('webx11_debug_db', JSON.stringify(this._errorDB));
+            } catch (e2) {
+                // Still failing — supervisor degrades gracefully
+                console.warn('[DebugSupervisor] DB write failed, errors may be lost');
+            }
+        }
+    }
+
+    _scheduleSave() {
+        this._pendingWrites++;
+        if (this._writeDebounce) return;
+        this._writeDebounce = setTimeout(() => {
+            this._writeDebounce = null;
+            if (this._pendingWrites > 0) {
+                this._saveDB();
+                this._pendingWrites = 0;
+            }
+        }, 2000);
+    }
+
+    _pruneExpired() {
+        const now = Date.now();
+        const maxAge = this._ttlDays * 86400000;
+        let changed = false;
+        for (const [hash, entry] of Object.entries(this._errorDB.errors)) {
+            if (now - entry.lastSeen > maxAge) {
+                delete this._errorDB.errors[hash];
+                changed = true;
+            }
+        }
+        if (changed) this._saveDB();
+    }
+
+    _evictLRU(fraction) {
+        const entries = Object.entries(this._errorDB.errors);
+        const sorted = entries.sort((a, b) => a[1].lastSeen - b[1].lastSeen);
+        const toRemove = Math.ceil(sorted.length * fraction);
+        for (let i = 0; i < toRemove; i++) {
+            delete this._errorDB.errors[sorted[i][0]];
+        }
+    }
+
+    _checkQuota() {
+        try {
+            const total = 0;
+            for (const key in localStorage) {
+                // Estimate: key + value length
+            }
+            // Simple check: try writing a test key
+            const testKey = '__quota_test__';
+            localStorage.setItem(testKey, '1');
+            localStorage.removeItem(testKey);
+            return true;
+        } catch (e) {
+            return false;
+        }
+    }
+
+    // ── Error Classification ──
+
+    _classifyError(message, source, stack) {
+        const type = this._detectType(message, stack);
+        const severity = this._detectSeverity(type, message);
+        const category = this._detectCategory(message, source, type);
+        return { type, severity, category };
+    }
+
+    _detectType(message, stack) {
+        if (!message) return 'unknown';
+        if (message.includes('ReferenceError') || message.includes('is not defined')) return 'ReferenceError';
+        if (message.includes('TypeError') || message.includes('is not a function') || message.includes('cannot read property')) return 'TypeError';
+        if (message.includes('SyntaxError') || message.includes('Unexpected token')) return 'SyntaxError';
+        if (message.includes('HTTP') || message.includes('NetworkError') || message.includes('Failed to fetch')) return 'HTTP';
+        if (message.includes('timeout') || message.includes('Timeout') || message.includes('AbortError')) return 'timeout';
+        if (message.includes('QuotaExceededError') || message.includes('quota')) return 'quota';
+        if (message.includes('SecurityError') || message.includes('permission')) return 'security';
+        if (stack && stack.includes('tool_')) return 'tool';
+        return 'runtime';
+    }
+
+    _detectSeverity(type, message) {
+        if (type === 'SyntaxError' || type === 'ReferenceError' || type === 'quota') return 'fatal';
+        if (type === 'HTTP' && message.includes('5')) return 'error';
+        if (type === 'timeout' || type === 'security') return 'error';
+        if (type === 'tool') return 'warning';
+        return 'error';
+    }
+
+    _detectCategory(message, source, type) {
+        if (type === 'HTTP' || type === 'timeout') return 'network';
+        if (type === 'quota') return 'vfs';
+        if (type === 'security') return 'security';
+        if (source && (source.includes('module-') || source.includes('ext/'))) return 'module';
+        if (type === 'tool') return 'tool';
+        return 'runtime';
+    }
+
+    _extractModule(source) {
+        if (!source) return null;
+        const m = source.match(/(module-[a-z-]+)\.js/);
+        return m ? m[1] : null;
+    }
+
+    _computeHash(message, source, type) {
+        const raw = (message || '') + '|' + (source || '') + '|' + (type || '');
+        // Simple hash (Fowler-Noll-Vo)
+        let hash = 0x811c9dc5;
+        for (let i = 0; i < raw.length; i++) {
+            hash ^= raw.charCodeAt(i);
+            hash = Math.imul(hash, 0x01000193);
+        }
+        return (hash >>> 0).toString(16);
+    }
+
+    // ── Error Interception ──
+
+    _installInterceptors() {
+        if (this._interceptorInstalled) return;
+        const self = this;
+
+        // Console.error
+        this._originalConsole.error = console.error;
+        console.error = function() {
+            const args = Array.prototype.slice.call(arguments);
+            const msg = args.map(a => typeof a === 'object' ? (a.message || JSON.stringify(a)) : String(a)).join(' ');
+            self._recordError(msg, 'console.error', null);
+            return self._originalConsole.error.apply(console, args);
+        };
+
+        // window.onerror
+        this._originalOnError = window.onerror;
+        window.onerror = function(msg, src, line, col, err) {
+            const fullMsg = msg + (err ? ' — ' + err.message : '') + ' (' + src + ':' + line + ':' + col + ')';
+            self._recordError(fullMsg, src || 'window.onerror', err ? err.stack : null);
+            if (self._originalOnError) return self._originalOnError.call(window, msg, src, line, col, err);
+        };
+
+        // Unhandled rejections
+        this._originalOnRejection = window.onunhandledrejection;
+        window.addEventListener('unhandledrejection', function(e) {
+            const msg = e.reason ? (e.reason.message || String(e.reason)) : 'Unhandled Promise rejection';
+            self._recordError(msg, 'unhandledrejection', e.reason ? e.reason.stack : null);
+        });
+
+        // Fetch failures
+        this._originalFetch = window.fetch;
+        window.fetch = function() {
+            const args = arguments;
+            const url = typeof args[0] === 'string' ? args[0] : (args[0]?.url || '?');
+            return self._originalFetch.apply(window, args).catch(function(err) {
+                self._recordError('Fetch failed: ' + url + ' — ' + (err.message || err), url, err.stack);
+                throw err;
+            });
+        };
+
+        this._interceptorInstalled = true;
+    }
+
+    // ── Record Error ──
+
+    recordToolError(toolName, args, errorMessage) {
+        this._recordError(errorMessage, 'tool:' + toolName, null);
+    }
+
+    _recordError(message, source, stack) {
+        if (!this._healthy) return;
+        const classification = this._classifyError(message, source, stack);
+        const hash = this._computeHash(message, source, classification.type);
+        const now = Date.now();
+
+        if (this._errorDB.errors[hash]) {
+            this._errorDB.errors[hash].count++;
+            this._errorDB.errors[hash].lastSeen = now;
+            if (this._errorDB.errors[hash].sessions.indexOf(this._sessionId) === -1) {
+                this._errorDB.errors[hash].sessions.push(this._sessionId);
+            }
+        } else {
+            // LRU eviction if at cap
+            const keys = Object.keys(this._errorDB.errors);
+            if (keys.length >= this._maxErrors) {
+                this._evictLRU(0.1);
+            }
+            this._errorDB.errors[hash] = {
+                count: 1,
+                firstSeen: now,
+                lastSeen: now,
+                message: message,
+                type: classification.type,
+                severity: classification.severity,
+                category: classification.category,
+                source: source,
+                stack: stack ? stack.split('\n').slice(0, 10).join('\n') : null,
+                module: this._extractModule(source),
+                sessions: [this._sessionId],
+            };
+        }
+
+        this._scheduleSave();
+    }
+
+    // ── Clustering (Jaccard similarity) ──
+
+    _normalizeMessage(msg) {
+        if (!msg) return '';
+        return msg
+            .toLowerCase()
+            .replace(/\b0x[a-f0-9]+\b/g, '0xHEX')
+            .replace(/\b\d+\b/g, 'N')
+            .replace(/["'].*?["']/g, '"STR"')
+            .replace(/[^\w\s]/g, ' ')
+            .replace(/\s+/g, ' ')
+            .trim();
+    }
+
+    _jaccardSimilarity(a, b) {
+        const setA = new Set(a.split(' ').filter(Boolean));
+        const setB = new Set(b.split(' ').filter(Boolean));
+        if (setA.size === 0 && setB.size === 0) return 1;
+        let intersection = 0;
+        for (const token of setA) {
+            if (setB.has(token)) intersection++;
+        }
+        const union = setA.size + setB.size - intersection;
+        return union === 0 ? 0 : intersection / union;
+    }
+
+    _clusterErrors() {
+        const errors = Object.entries(this._errorDB.errors);
+        if (errors.length === 0) return [];
+
+        const clusters = [];
+        const assigned = new Set();
+
+        for (let i = 0; i < errors.length; i++) {
+            if (assigned.has(i)) continue;
+            const [hashI, entryI] = errors[i];
+            const normI = this._normalizeMessage(entryI.message);
+            const cluster = { hashes: [hashI], messages: [entryI.message], count: entryI.count, types: new Set([entryI.type]), categories: new Set([entryI.category]) };
+            assigned.add(i);
+
+            for (let j = i + 1; j < errors.length; j++) {
+                if (assigned.has(j)) continue;
+                const [hashJ, entryJ] = errors[j];
+                const normJ = this._normalizeMessage(entryJ.message);
+                if (this._jaccardSimilarity(normI, normJ) >= 0.35) {
+                    cluster.hashes.push(hashJ);
+                    cluster.messages.push(entryJ.message);
+                    cluster.count += entryJ.count;
+                    cluster.types.add(entryJ.type);
+                    cluster.categories.add(entryJ.category);
+                    assigned.add(j);
+                }
+            }
+
+            cluster.label = this._mostFrequent(cluster.messages);
+            cluster.typeCount = cluster.types.size;
+            cluster.categoryCount = cluster.categories.size;
+            delete cluster.types;
+            delete cluster.categories;
+            clusters.push(cluster);
+        }
+
+        clusters.sort((a, b) => b.count - a.count);
+        return clusters;
+    }
+
+    _mostFrequent(arr) {
+        const freq = {};
+        let best = arr[0], bestCount = 1;
+        for (const item of arr) {
+            freq[item] = (freq[item] || 0) + 1;
+            if (freq[item] > bestCount) {
+                best = item;
+                bestCount = freq[item];
+            }
+        }
+        return best;
+    }
+
+    // ── Root-Cause Analysis ──
+
+    _analyzeRootCause(hash) {
+        const entry = this._errorDB.errors[hash];
+        if (!entry) return { found: false };
+
+        const findings = [];
+        const fixes = [];
+
+        // Tool failure → check module
+        if (entry.source && entry.source.startsWith('tool:')) {
+            const toolName = entry.source.replace('tool:', '');
+            const mm = this.terminal?.moduleManager;
+            if (mm) {
+                // Check if any module has this command
+                let found = false;
+                for (const [modName, mod] of Object.entries(mm.modules)) {
+                    if (mod.commands && mod.commands[toolName]) {
+                        found = true;
+                        break;
+                    }
+                }
+                if (!found) {
+                    findings.push({ type: 'module_not_loaded', detail: 'No module provides command "' + toolName + '"' });
+                    fixes.push({ action: 'loadmod', params: toolName, description: 'Load module providing ' + toolName });
+                }
+            }
+        }
+
+        // HTTP error → check network
+        if (entry.type === 'HTTP' || entry.type === 'timeout') {
+            findings.push({ type: 'network_issue', detail: 'Network request failed: ' + entry.message.substring(0, 100) });
+            fixes.push({ action: 'test-net', params: null, description: 'Run network diagnostics' });
+        }
+
+        // ReferenceError → check bundle
+        if (entry.type === 'ReferenceError') {
+            findings.push({ type: 'missing_class', detail: 'ReferenceError suggests a class or variable is not defined' });
+            fixes.push({ action: 'reload', params: null, description: 'Reload the page to re-initialize all modules' });
+        }
+
+        // Module error → check module loader
+        if (entry.category === 'module') {
+            findings.push({ type: 'module_error', detail: 'Error in module: ' + (entry.module || 'unknown') });
+            fixes.push({ action: 'loadmod', params: entry.module, description: 'Reload module: ' + entry.module });
+        }
+
+        return { found: findings.length > 0, findings, fixes };
+    }
+
+    // ── Fix Registry ──
+
+    _buildFixSuggestion(hash) {
+        const entry = this._errorDB.errors[hash];
+        if (!entry) return null;
+
+        const rca = this._analyzeRootCause(hash);
+        if (!rca.found) {
+            return { confidence: 0, suggestion: 'No known fix pattern for this error', autoApply: false };
+        }
+
+        // Calculate confidence based on frequency
+        let confidence = Math.min(0.5, entry.count / 10);
+        if (entry.count >= 3) confidence = 0.7;
+        if (entry.count >= 10) confidence = 0.9;
+
+        return {
+            confidence: confidence,
+            suggestion: rca.findings.map(f => f.detail).join('; '),
+            fixes: rca.fixes,
+            autoApply: confidence >= 0.9,
+        };
+    }
+
+    // ── Terminal Commands ──
+
+    _cmdStats() {
+        const db = this._errorDB.errors;
+        const keys = Object.keys(db);
+        if (keys.length === 0) {
+            this.terminal.print('📊 Debug Stats: No errors recorded', 'success');
+            return;
+        }
+
+        const totalCount = keys.reduce((sum, k) => sum + db[k].count, 0);
+        const bySeverity = {};
+        const byCategory = {};
+        for (const k of keys) {
+            const e = db[k];
+            bySeverity[e.severity] = (bySeverity[e.severity] || 0) + e.count;
+            byCategory[e.category] = (byCategory[e.category] || 0) + e.count;
+        }
+
+        const clusters = this._clusterErrors();
+        const topClusters = clusters.slice(0, 5);
+
+        this.terminal.print('📊 Debug Stats', 'header');
+        this.terminal.print('  Total errors: ' + totalCount, 'info');
+        this.terminal.print('  Unique errors: ' + keys.length, 'info');
+        this.terminal.print('  Clusters: ' + clusters.length, 'info');
+        this.terminal.print('  Session: ' + this._sessionId, 'text-muted');
+        this.terminal.print('  Supervisor: ' + (this._healthy ? '✅ healthy' : '🔴 degraded'), this._healthy ? 'success' : 'error');
+
+        this.terminal.print('── By Severity ──', 'info');
+        for (const [sev, count] of Object.entries(bySeverity)) {
+            const icon = sev === 'fatal' ? '🔴' : sev === 'error' ? '🟡' : '🟢';
+            this.terminal.print('  ' + icon + ' ' + sev + ': ' + count, sev === 'fatal' ? 'error' : 'warning');
+        }
+
+        this.terminal.print('── By Category ──', 'info');
+        for (const [cat, count] of Object.entries(byCategory)) {
+            this.terminal.print('  • ' + cat + ': ' + count, 'text-muted');
+        }
+
+        if (topClusters.length > 0) {
+            this.terminal.print('── Top Clusters ──', 'info');
+            for (const c of topClusters) {
+                this.terminal.print('  [' + c.hashes.length + ' errors ×' + c.count + '] ' + c.label.substring(0, 80), 'warning');
+            }
+            this.terminal.print('  Run debug-analyze <hash> for details', 'text-muted');
+        }
+    }
+
+    _cmdHistory(args) {
+        const n = (args && args[0]) ? parseInt(args[0]) : 20;
+        const entries = Object.entries(this._errorDB.errors)
+            .sort((a, b) => b[1].lastSeen - a[1].lastSeen)
+            .slice(0, n);
+
+        if (entries.length === 0) {
+            this.terminal.print('No errors recorded', 'success');
+            return;
+        }
+
+        this.terminal.print('── Error History (last ' + entries.length + ') ──', 'header');
+        for (const [hash, e] of entries) {
+            const time = new Date(e.lastSeen).toLocaleTimeString();
+            const icon = e.severity === 'fatal' ? '🔴' : e.severity === 'error' ? '🟡' : '🟢';
+            const msg = e.message.substring(0, 80);
+            this.terminal.print('  ' + icon + ' [' + time + '] ' + msg, e.severity === 'fatal' ? 'error' : 'text-muted');
+            this.terminal.print('    hash=' + hash + ' type=' + e.type + ' cat=' + e.category + ' ×' + e.count, 'text-muted');
+        }
+        this.terminal.print('── End ──', 'info');
+        this.terminal.print('Run debug-analyze <hash> for details', 'text-muted');
+    }
+
+    _cmdAnalyze(args) {
+        const hash = (args && args[0]) || '';
+        if (!hash) {
+            this.terminal.print('Usage: debug-analyze <hash>', 'warning');
+            return;
+        }
+
+        const entry = this._errorDB.errors[hash];
+        if (!entry) {
+            this.terminal.print('Error not found: ' + hash, 'error');
+            return;
+        }
+
+        this.terminal.print('── Error Analysis: ' + hash + ' ──', 'header');
+        this.terminal.print('  Message: ' + entry.message, 'info');
+        this.terminal.print('  Type: ' + entry.type + ' | Severity: ' + entry.severity + ' | Category: ' + entry.category, 'info');
+        this.terminal.print('  Source: ' + (entry.source || '?'), 'text-muted');
+        this.terminal.print('  Module: ' + (entry.module || 'unknown'), 'text-muted');
+        this.terminal.print('  Count: ' + entry.count + ' | First: ' + new Date(entry.firstSeen).toLocaleString() + ' | Last: ' + new Date(entry.lastSeen).toLocaleString(), 'info');
+        this.terminal.print('  Sessions: ' + (entry.sessions || []).length, 'text-muted');
+        if (entry.stack) {
+            this.terminal.print('── Stack Trace (top 10) ──', 'info');
+            this.terminal.print(entry.stack, 'text-muted');
+        }
+
+        // Root-cause analysis
+        const rca = this._analyzeRootCause(hash);
+        if (rca.found) {
+            this.terminal.print('── Root Cause Analysis ──', 'warning');
+            for (const f of rca.findings) {
+                this.terminal.print('  • [' + f.type + '] ' + f.detail, 'warning');
+            }
+            if (rca.fixes.length > 0) {
+                this.terminal.print('── Suggested Fixes ──', 'success');
+                for (const fix of rca.fixes) {
+                    this.terminal.print('  → ' + fix.action + (fix.params ? ' ' + fix.params : '') + ' — ' + fix.description, 'success');
+                }
+            }
+        } else {
+            this.terminal.print('  No root cause identified', 'text-muted');
+        }
+
+        // Fix suggestion
+        const fix = this._buildFixSuggestion(hash);
+        if (fix && fix.confidence > 0) {
+            this.terminal.print('── Auto-Fix Confidence: ' + Math.round(fix.confidence * 100) + '% ──', fix.autoApply ? 'success' : 'warning');
+            this.terminal.print('  ' + fix.suggestion, 'info');
+            if (fix.autoApply) {
+                this.terminal.print('  ⚡ Confidence ≥ 90% — fix can be auto-applied with debug-fix ' + hash, 'success');
+            }
+        }
+    }
+
+    _cmdTrends(args) {
+        const days = (args && args[0]) ? parseInt(args[0]) : 7;
+        const cutoff = Date.now() - days * 86400000;
+
+        const entries = Object.values(this._errorDB.errors).filter(e => e.lastSeen >= cutoff);
+        if (entries.length === 0) {
+            this.terminal.print('No errors in the last ' + days + ' days', 'success');
+            return;
+        }
+
+        // Group by day
+        const byDay = {};
+        for (const e of entries) {
+            const day = new Date(e.lastSeen).toISOString().split('T')[0];
+            if (!byDay[day]) byDay[day] = { total: 0, byType: {} };
+            byDay[day].total += e.count;
+            byDay[day].byType[e.type] = (byDay[day].byType[e.type] || 0) + e.count;
+        }
+
+        const sortedDays = Object.keys(byDay).sort();
+        this.terminal.print('── Error Trends (last ' + days + ' days) ──', 'header');
+        for (const day of sortedDays) {
+            const d = byDay[day];
+            const types = Object.entries(d.byType).map(([t, c]) => t + ':' + c).join(', ');
+            this.terminal.print('  ' + day + ': ' + d.total + ' errors (' + types + ')', d.total > 5 ? 'warning' : 'text-muted');
+        }
+
+        // Top error types
+        const typeTotals = {};
+        for (const e of entries) {
+            typeTotals[e.type] = (typeTotals[e.type] || 0) + e.count;
+        }
+        this.terminal.print('── By Type ──', 'info');
+        for (const [type, count] of Object.entries(typeTotals).sort((a, b) => b[1] - a[1])) {
+            this.terminal.print('  • ' + type + ': ' + count, 'text-muted');
+        }
+    }
+
+    _cmdFix(args) {
+        const hash = (args && args[0]) || '';
+        if (!hash) {
+            this.terminal.print('Usage: debug-fix <hash>', 'warning');
+            return;
+        }
+
+        const fix = this._buildFixSuggestion(hash);
+        if (!fix || fix.confidence === 0) {
+            this.terminal.print('No fix available for error: ' + hash, 'warning');
+            return;
+        }
+
+        this.terminal.print('── Fix Suggestion for ' + hash + ' ──', 'header');
+        this.terminal.print('  Confidence: ' + Math.round(fix.confidence * 100) + '%', fix.autoApply ? 'success' : 'warning');
+        this.terminal.print('  Suggestion: ' + fix.suggestion, 'info');
+
+        if (fix.fixes && fix.fixes.length > 0) {
+            this.terminal.print('── Available Fixes ──', 'info');
+            for (const f of fix.fixes) {
+                this.terminal.print('  → ' + f.action + (f.params ? ' ' + f.params : ''), 'success');
+                this.terminal.print('    ' + f.description, 'text-muted');
+            }
+        }
+
+        if (fix.autoApply) {
+            this.terminal.print('⚡ Auto-applying fix...', 'info');
+            this._applyFix(hash, fix);
+        } else {
+            this.terminal.print('Confidence below auto-apply threshold. Run the suggested command manually.', 'warning');
+        }
+    }
+
+    _applyFix(hash, fix) {
+        if (!fix.fixes || fix.fixes.length === 0) return;
+        const firstFix = fix.fixes[0];
+        try {
+            if (firstFix.action === 'loadmod' && this.terminal) {
+                this.terminal.executeCommand('loadmod ' + (firstFix.params || ''));
+                this.terminal.print('  ✅ Applied: loadmod ' + (firstFix.params || ''), 'success');
+            } else if (firstFix.action === 'test-net' && this.terminal) {
+                this.terminal.executeCommand('test-net');
+                this.terminal.print('  ✅ Applied: test-net', 'success');
+            } else if (firstFix.action === 'reload') {
+                this.terminal.print('  ℹ️ Manual action needed: reload the page', 'warning');
+            } else {
+                this.terminal.print('  ℹ️ Cannot auto-apply: ' + firstFix.action, 'warning');
+            }
+        } catch (e) {
+            this.terminal.print('  ❌ Fix failed: ' + e.message, 'error');
+        }
+    }
+
+    _cmdHealth() {
+        this.terminal.print('── DebugSupervisor Health ──', 'header');
+        this.terminal.print('  Status: ' + (this._healthy ? '✅ Healthy' : '🔴 Degraded'), this._healthy ? 'success' : 'error');
+        this.terminal.print('  Session: ' + this._sessionId, 'text-muted');
+        this.terminal.print('  Errors tracked: ' + Object.keys(this._errorDB.errors).length + ' unique', 'info');
+        this.terminal.print('  Max errors: ' + this._maxErrors, 'text-muted');
+        this.terminal.print('  TTL: ' + this._ttlDays + ' days', 'text-muted');
+        this.terminal.print('  Interceptors: ' + (this._interceptorInstalled ? '✅ active' : '🔴 inactive'), this._interceptorInstalled ? 'success' : 'error');
+        this.terminal.print('  Quota: ' + (this._checkQuota() ? '✅ available' : '🔴 low'), this._checkQuota() ? 'success' : 'error');
+    }
+
+    // ── Dashboard Data ──
+
+    getDashboardData() {
+        const db = this._errorDB.errors;
+        const keys = Object.keys(db);
+        const totalCount = keys.reduce((sum, k) => sum + db[k].count, 0);
+        const clusters = this._clusterErrors().slice(0, 5);
+
+        return {
+            totalUnique: keys.length,
+            totalCount: totalCount,
+            clusters: clusters.map(c => ({ label: c.label.substring(0, 60), count: c.count, hashes: c.hashes.length })),
+            healthy: this._healthy,
+            topType: this._getTopType(db),
+            topCategory: this._getTopCategory(db),
+        };
+    }
+
+    _getTopType(db) {
+        const freq = {};
+        for (const e of Object.values(db)) {
+            freq[e.type] = (freq[e.type] || 0) + e.count;
+        }
+        const sorted = Object.entries(freq).sort((a, b) => b[1] - a[1]);
+        return sorted.length > 0 ? sorted[0][0] : null;
+    }
+
+    _getTopCategory(db) {
+        const freq = {};
+        for (const e of Object.values(db)) {
+            freq[e.category] = (freq[e.category] || 0) + e.count;
+        }
+        const sorted = Object.entries(freq).sort((a, b) => b[1] - a[1]);
+        return sorted.length > 0 ? sorted[0][0] : null;
+    }
+}
diff --git a/modules/core/module-duckduckgo.js b/modules/core/module-duckduckgo.js
deleted file mode 100644
index c443b72..0000000
--- a/modules/core/module-duckduckgo.js
+++ /dev/null
@@ -1,38 +0,0 @@
-// Extracted from newOS4 index.html — DuckDuckGoModule
-        class DuckDuckGoModule {
-            constructor() {
-                this.commands = {};
-                this.terminal = null;
-            }
-            getHelpInfo() {
-                return {
-                    'ddg': 'ddg <query> — Search DuckDuckGo (opens query in new tab)',
-                    'duck': 'duck <query> — Alias for ddg',
-                };
-            }
-            registerCommands() {
-                this.commands['ddg'] = (args) => this.search(args);
-                this.commands['duck'] = (args) => this.search(args);
-            }
-            async search(args) {
-                if (!args[0]) {
-                    this.terminal.print("Usage: ddg <search-query>", "warning");
-                    this.terminal.print("Example: ddg javascript tutorials", "info");
-                    this.terminal.print("Note: Due to CORS, results may be limited. Try 'search' command for better results.", "warning");
-                    return;
-                }
-                const query = args.join(' ');
-                this.terminal.print(`🦆 DuckDuckGo Search: ${query}`, "info");
-                
-                // DuckDuckGo doesn't have a public API, so we provide alternatives
-                this.terminal.print("⚠️ DuckDuckGo doesn't provide a public API for direct access.", "warning");
-                this.terminal.print("Opening search in new tab...", "info");
-                
-                // Open in new tab as fallback
-                const ddgUrl = `https://duckduckgo.com/?q=${encodeURIComponent(query)}`;
-                window.open(ddgUrl, '_blank');
-                
-                this.terminal.print(`\n💡 Alternative: Use 'search <query>' for SearXNG (privacy-focused)`, "info");
-                this.terminal.print(`🔗 Direct link: ${ddgUrl}`, "info");
-            }
-        }
diff --git a/modules/core/module-dynamicprompts.js b/modules/core/module-dynamicprompts.js
deleted file mode 100644
index ff8c5ea..0000000
--- a/modules/core/module-dynamicprompts.js
+++ /dev/null
@@ -1,102 +0,0 @@
-// Extracted from newOS4 index.html — DynamicPromptsModule
-        class DynamicPromptsModule {
-            constructor() {
-                this.commands = {}; this.terminal = null;
-                this.prompts = this.loadPrompts(); this.variables = {};
-            }
-            getHelpInfo() {
-                return {
-                    'prompt': 'prompt <name> [additional-text] — Use a saved prompt template',
-                    'prompt-save': 'prompt-save <name> <template> — Save a new prompt template',
-                    'prompt-list': 'prompt-list — List all saved prompt templates',
-                    'prompt-delete': 'prompt-delete <name> — Delete a saved prompt',
-                    'prompt-var': 'prompt-var <name> <value> — Set a template variable',
-                    'prompt-vars': 'prompt-vars — List all template variables'
-                };
-            }
-            loadPrompts() {
-                try {
-                    const saved = localStorage.getItem('webx11_prompts');
-                    return saved ? JSON.parse(saved) : {};
-                } catch (e) { return {}; }
-            }
-            savePrompts() {
-                localStorage.setItem('webx11_prompts', JSON.stringify(this.prompts));
-            }
-            registerCommands() {
-                this.commands['prompt'] = (args) => this.usePrompt(args);
-                this.commands['prompt-save'] = (args) => this.savePrompt(args);
-                this.commands['prompt-list'] = () => this.listPrompts();
-                this.commands['prompt-delete'] = (args) => this.deletePrompt(args);
-                this.commands['prompt-var'] = (args) => this.setVariable(args);
-                this.commands['prompt-vars'] = () => this.listVariables();
-            }
-            usePrompt(args) {
-                if (!args[0]) {
-                    this.terminal.print("Usage: prompt <name> [additional-text]", "warning"); return;
-                }
-                const name = args[0], additional = args.slice(1).join(' ');
-                if (!this.prompts[name]) {
-                    this.terminal.print(`Prompt '${name}' not found`, "error"); return;
-                }
-                let template = this.prompts[name].template;
-                Object.entries(this.variables).forEach(([k, v]) => {
-                    template = template.replace(new RegExp(`\\{${k}\\}`, 'g'), v);
-                });
-                const finalPrompt = additional ? `${template} ${additional}` : template;
-                this.terminal.print("=== Generated Prompt ===", "info");
-                this.terminal.printHTML(`<div class="output-line ollama" style="margin-top: 5px;">
-                    <button class="copy-btn" onclick="navigator.clipboard.writeText(this.parentElement.innerText.replace('Copy','').trim())">Copy</button>
-                    ${finalPrompt}
-                </div>`);
-                this.terminal.print("\nUse with: ai <generated-prompt>", "info");
-            }
-            savePrompt(args) {
-                if (args.length < 2) {
-                    this.terminal.print("Usage: prompt-save <name> <template>", "warning"); return;
-                }
-                const name = args[0], template = args.slice(1).join(' ');
-                this.prompts[name] = { template, created: new Date().toISOString() };
-                this.savePrompts();
-                this.terminal.print(`Prompt '${name}' saved`, "success");
-            }
-            listPrompts() {
-                const names = Object.keys(this.prompts);
-                if (names.length === 0) {
-                    this.terminal.print("No saved prompts", "info"); return;
-                }
-                this.terminal.print("=== Saved Prompts ===", "info");
-                names.forEach(name => {
-                    const p = this.prompts[name];
-                    this.terminal.print(`📝 ${name}: ${p.template.substring(0, 50)}...`);
-                });
-            }
-            deletePrompt(args) {
-                if (!args[0]) {
-                    this.terminal.print("Usage: prompt-delete <name>", "warning"); return;
-                }
-                if (this.prompts[args[0]]) {
-                    delete this.prompts[args[0]];
-                    this.savePrompts();
-                    this.terminal.print(`Prompt '${args[0]}' deleted`, "success");
-                } else {
-                    this.terminal.print(`Prompt '${args[0]}' not found`, "error");
-                }
-            }
-            setVariable(args) {
-                if (args.length < 2) {
-                    this.terminal.print("Usage: prompt-var <name> <value>", "warning"); return;
-                }
-                const name = args[0], value = args.slice(1).join(' ');
-                this.variables[name] = value;
-                this.terminal.print(`Variable set: ${name} = ${value}`, "success");
-            }
-            listVariables() {
-                const names = Object.keys(this.variables);
-                if (names.length === 0) {
-                    this.terminal.print("No variables set", "info"); return;
-                }
-                this.terminal.print("=== Variables ===", "info");
-                names.forEach(name => { this.terminal.print(`${name}: ${this.variables[name]}`); });
-            }
-        }
diff --git a/modules/core/module-io.js b/modules/core/module-io.js
deleted file mode 100644
index d7ff996..0000000
--- a/modules/core/module-io.js
+++ /dev/null
@@ -1,80 +0,0 @@
-// Extracted from newOS4 index.html — ModuleIOModule
-        class ModuleIOModule {
-            constructor() { this.commands = {}; this.terminal = null; }
-            getHelpInfo() {
-                return {
-                    'export-mods': 'export-mods — Export all loaded modules to a JSON file',
-                    'import-mods': 'import-mods <filename> — Import modules from a JSON file',
-                    'backup': 'backup — Create a full system backup',
-                    'restore': 'restore <filename> — Restore system from a backup file',
-                    'share-mod': 'share-mod <module-name> — Share a module as JSON to clipboard'
-                };
-            }
-            registerCommands() {
-                this.commands['export-mods'] = () => this.exportModules();
-                this.commands['import-mods'] = (args) => this.importModules(args);
-                this.commands['backup'] = () => this.fullBackup();
-                this.commands['restore'] = (args) => this.restoreBackup(args);
-                this.commands['share-mod'] = (args) => this.shareModule(args);
-            }
-            exportModules() {
-                const registry = this.terminal.moduleManager.moduleRegistry;
-                if (registry.length === 0) {
-                    this.terminal.print("No modules to export", "warning"); return;
-                }
-                const exportData = { version: '4.1', exported: new Date().toISOString(), modules: registry };
-                const json = JSON.stringify(exportData, null, 2);
-                const blob = new Blob([json], { type: 'application/json' });
-                const url = URL.createObjectURL(blob);
-                const a = document.createElement('a');
-                a.href = url; a.download = `webx11-modules-${Date.now()}.json`; a.click();
-                URL.revokeObjectURL(url);
-                this.terminal.print(`Exported ${registry.length} module(s)`, "success");
-            }
-            importModules(args) {
-                this.terminal.print("⚠️ To import modules:", "warning");
-                this.terminal.print("1. Upload the JSON file using 'upload'", "info");
-                this.terminal.print("2. Use: import-mods <filename>", "info");
-            }
-            async fullBackup() {
-                const backup = {
-                    version: '4.1', timestamp: new Date().toISOString(),
-                    filesystem: localStorage.getItem('webx11_filesystem'),
-                    modules: localStorage.getItem('webx11_modules'),
-                    ollama: {
-                        endpoint: localStorage.getItem('webx11_ollama_endpoint'),
-                        model: localStorage.getItem('webx11_ollama_model')
-                    }, config: {}
-                };
-                for (let i = 0; i < localStorage.length; i++) {
-                    const key = localStorage.key(i);
-                    if (key.startsWith('webx11_')) { backup.config[key] = localStorage.getItem(key); }
-                }
-                const json = JSON.stringify(backup, null, 2);
-                const blob = new Blob([json], { type: 'application/json' });
-                const url = URL.createObjectURL(blob);
-                const a = document.createElement('a');
-                a.href = url; a.download = `webx11-backup-${Date.now()}.json`; a.click();
-                URL.revokeObjectURL(url);
-                this.terminal.print("Full backup created", "success");
-            }
-            restoreBackup(args) {
-                this.terminal.print("⚠️ To restore backup:", "warning");
-                this.terminal.print("1. Upload the backup JSON file", "info");
-                this.terminal.print("2. Use: restore <filename>", "info");
-            }
-            shareModule(args) {
-                if (!args[0]) {
-                    this.terminal.print("Usage: share-mod <module-name>", "warning"); return;
-                }
-                const mod = this.terminal.moduleManager.moduleRegistry.find(m => m.name === args[0]);
-                if (!mod) {
-                    this.terminal.print(`Module '${args[0]}' not found`, "error"); return;
-                }
-                const shareData = { name: mod.name, url: mod.url, shared: new Date().toISOString() };
-                const json = JSON.stringify(shareData, null, 2);
-                navigator.clipboard.writeText(json).then(() => {
-                    this.terminal.print("Module info copied to clipboard", "success");
-                }).catch(() => { this.terminal.print(json, "info"); });
-            }
-        }
diff --git a/modules/core/module-leases.js b/modules/core/module-leases.js
index 7489c92..60e8d98 100644
--- a/modules/core/module-leases.js
+++ b/modules/core/module-leases.js
@@ -38,10 +38,15 @@ class LeaseModule {
         this.terminal.print('📜 Lease system loaded', 'info');
     }
     createLease(args) {
+        // Parse --write flag
+        const writeIdx = args.indexOf('--write');
+        const writeAccess = writeIdx !== -1;
+        if (writeIdx !== -1) args.splice(writeIdx, 1);
+
         const workerId = args[1];
         const duration = parseInt(args[2]) || 30;
         const task = args.slice(3).join(' ') || 'generic task';
-        if (!workerId) return this.terminal.print('Usage: lease-create <agent-id> [duration_sec] [task]', 'error');
+        if (!workerId) return this.terminal.print('Usage: lease-create <agent-id> [duration_sec] [task] [--write]', 'error');
 
         const lease = {
             id: `lease-${Date.now()}`,
@@ -51,7 +56,8 @@ class LeaseModule {
             createdAt: new Date().toISOString(),
             expiresAt: new Date(Date.now() + duration * 1000).toISOString(),
             status: 'active',
-            duration
+            duration,
+            write_access: writeAccess
         };
         this._leases[lease.id] = lease;
         this.terminal.fs.writeFile(`leases/${lease.id}.json`, JSON.stringify(lease));
@@ -79,9 +85,14 @@ class LeaseModule {
         this.terminal.print(`📜 Leases: ${active.length} active, ${expired.length} expired, ${revoked.length} revoked`, 'header');
         active.forEach(l => {
             const remaining = Math.max(0, Math.round((new Date(l.expiresAt) - Date.now()) / 1000));
-            this.terminal.print(`  ${l.id} → ${l.workerId} (${remaining}s remain) — ${l.task.substring(0, 40)}`, 'info');
+            const writeTag = l.write_access ? ' ✏️write' : ' 🔍read';
+            this.terminal.print(`  ${l.id} → ${l.workerId} (${remaining}s remain)${writeTag} — ${l.task.substring(0, 40)}`, 'info');
         });
     }
+    hasWriteAccess(agentId) {
+        // Check if any active lease grants write access for this agent
+        return Object.values(this._leases).some(l => l.workerId === agentId && l.status === 'active' && l.write_access === true);
+    }
     revokeLease(id) {
         if (!this._leases[id]) return this.terminal.print(`❌ Lease ${id} not found`, 'error');
         this._leases[id].status = 'revoked';
diff --git a/modules/core/module-loader.js b/modules/core/module-loader.js
index 7bb7c89..52af62a 100644
--- a/modules/core/module-loader.js
+++ b/modules/core/module-loader.js
@@ -4,7 +4,7 @@
     // Core module bundle loaded synchronously in main.html.
     // This loader only handles version cache-busting, splash, terminal init, and optional ext modules.
 
-    const LATEST_VER = '2026-06-30-v4.5.83';
+    const LATEST_VER = 'v4.6.10';
     const CACHE = '?v=' + LATEST_VER;
     const stored = localStorage.getItem('webx11_cache_ver');
     if (stored !== LATEST_VER) {
diff --git a/modules/core/module-memory-graph.js b/modules/core/module-memory-graph.js
index 2382a4a..ffc79e0 100644
--- a/modules/core/module-memory-graph.js
+++ b/modules/core/module-memory-graph.js
@@ -12,6 +12,11 @@ class MemoryGraphModule {
         this._debounceTimer = null;
         this._initialized = false;
         this._totalNodeAccesses = 0;
+        // v4.5.89: Decay configuration
+        this._decayDays = 30;
+        this._decayMinUses = 3;
+        this._decayRate = 0.01; // Daily decay rate
+        this._lastDecayRun = 0;
     }
 
     getHelpInfo() {
@@ -21,6 +26,10 @@ class MemoryGraphModule {
             'memgraph-stats': 'memgraph-stats — Most connected nodes, strongest edges, cluster info',
             'memgraph-export': 'memgraph-export — Export graph as JSON',
             'memgraph-prune': 'memgraph-prune — Remove stale low-weight edges (>30d, <3 accesses)',
+            'memgraph-learn': 'memgraph-learn <entity> <fact> — Add a fact to the memory graph',
+            'memgraph-session': 'memgraph-session [date] — Show graph nodes for a session (default: today)',
+            'memgraph-agent': 'memgraph-agent <agentId> — Show namespaced nodes for an agent',
+            'memgraph-decay-config': 'memgraph-decay-config <days> <min_uses> — Configure decay policy (default: 30d, 3 uses)',
         };
     }
 
@@ -30,6 +39,11 @@ class MemoryGraphModule {
         this.commands['memgraph-stats'] = () => this.showStats();
         this.commands['memgraph-export'] = () => this.exportGraph();
         this.commands['memgraph-prune'] = () => this.prune();
+        this.commands['memgraph-learn'] = (args) => this.learn(args);
+        this.commands['memgraph-session'] = (args) => this.showSession(args.join(' '));
+        this.commands['memgraph-agent'] = (args) => this.showAgent(args.join(' '));
+        // v4.5.89: Decay configuration
+        this.commands['memgraph-decay-config'] = (args) => this.decayConfig(args);
     }
 
     init(terminal) {
@@ -38,13 +52,16 @@ class MemoryGraphModule {
         this._initialized = true;
         this.terminal.print('🧠 Memory Graph loaded — cross-session context active', 'info');
         // Log startup for graph
-        this.addNode('session', `session-${Date.now()}`, `Session ${new Date().toLocaleDateString()}`);
+        // v4.5.89 fix: Use day-floored key to match edge source keys (P0-1 from review)
+        this.addNode('session', `session-${Math.floor(Date.now() / 86400000)}`, `Session ${new Date().toLocaleDateString()}`);
     }
 
     // ─── Node API ───
 
-    addNode(type, id, label, metadata = {}) {
-        const key = `${type}:${id}`;
+    addNode(type, id, label, metadata = {}, agentId = null) {
+        // v4.5.88: Support agent namespacing with dual-lookup
+        const ns = agentId ? `agent:${agentId}` : 'global';
+        const key = agentId ? `${ns}:${type}:${id}` : `${type}:${id}`;
         if (!this._nodes[key]) {
             this._nodes[key] = {
                 id: key,
@@ -53,7 +70,9 @@ class MemoryGraphModule {
                 metadata: metadata || {},
                 created: new Date().toISOString(),
                 updated: new Date().toISOString(),
-                access_count: 1
+                access_count: 1,
+                namespace: ns,
+                source_session: `session-${Math.floor(Date.now() / 86400000)}`
             };
         } else {
             this._nodes[key].updated = new Date().toISOString();
@@ -67,8 +86,14 @@ class MemoryGraphModule {
         return key;
     }
 
-    getNode(type, id) {
-        return this._nodes[`${type}:${id}`] || null;
+    // v4.5.88: Dual-lookup — try namespaced key first, fall back to global
+    getNode(type, id, agentId = null) {
+        if (agentId) {
+            const nsKey = `agent:${agentId}:${type}:${id}`;
+            if (this._nodes[nsKey]) return this._nodes[nsKey];
+        }
+        const globalKey = `${type}:${id}`;
+        return this._nodes[globalKey] || null;
     }
 
     findNodes(query) {
@@ -82,7 +107,8 @@ class MemoryGraphModule {
 
     // ─── Edge API ───
 
-    addEdge(sourceKey, targetKey, type, weight = 1) {
+    // v4.5.88: addEdge tracks source_agents for multi-agent attribution
+    addEdge(sourceKey, targetKey, type, weight = 1, agentId = null) {
         // Check if edge already exists
         let edge = this._edges.find(e =>
             e.source === sourceKey && e.target === targetKey && e.type === type
@@ -91,6 +117,7 @@ class MemoryGraphModule {
             edge.weight = (edge.weight + weight) / 2;
             edge.last_used = new Date().toISOString();
             edge.use_count++;
+            if (agentId) edge.source_agents = [...new Set([...(edge.source_agents || []), agentId])];
         } else {
             this._edges.push({
                 source: sourceKey,
@@ -99,7 +126,8 @@ class MemoryGraphModule {
                 weight,
                 created: new Date().toISOString(),
                 last_used: new Date().toISOString(),
-                use_count: 1
+                use_count: 1,
+                source_agents: agentId ? [agentId] : []
             });
         }
         this._debounceSave();
@@ -107,11 +135,12 @@ class MemoryGraphModule {
 
     // ─── Event-based Learning ───
 
-    recordFileAccess(path) {
+    // v4.5.89 fix: Thread agentId through record* methods (P1-3 from review)
+    recordFileAccess(path, agentId = null) {
         const name = path.split('/').pop() || path;
-        const nodeKey = this.addNode('file', path, name);
+        const nodeKey = this.addNode('file', path, name, {}, agentId);
         const sessionKey = `session:session-${Math.floor(Date.now() / 86400000)}`;
-        this.addEdge(sessionKey, nodeKey, 'accessed', 0.5);
+        this.addEdge(sessionKey, nodeKey, 'accessed', 0.5, agentId);
 
         // Extract file extension edge
         const ext = path.split('.').pop();
@@ -121,10 +150,10 @@ class MemoryGraphModule {
         }
     }
 
-    recordToolCall(toolName, success) {
-        const nodeKey = this.addNode('tool', toolName, toolName);
+    recordToolCall(toolName, success, agentId = null) {
+        const nodeKey = this.addNode('tool', toolName, toolName, {}, agentId);
         const sessionKey = `session:session-${Math.floor(Date.now() / 86400000)}`;
-        this.addEdge(sessionKey, nodeKey, success ? 'used' : 'failed', success ? 0.5 : 0.8);
+        this.addEdge(sessionKey, nodeKey, success ? 'used' : 'failed', success ? 0.5 : 0.8, agentId);
     }
 
     recordConcept(concept, filePath) {
@@ -134,15 +163,16 @@ class MemoryGraphModule {
         this.addEdge(fileKey, conceptKey, 'tagged_as', 0.7);
     }
 
+    // v4.5.88: recordTask now passes agentId for namespacing + adds source_session link
     recordTask(task, result, agentId) {
         const taskId = `task-${Date.now()}`;
         const taskKey = this.addNode('task', taskId, task.substring(0, 60), {
             full: task,
             result: result?.substring(0, 100),
             agent: agentId
-        });
+        }, agentId);
         const sessionKey = `session:session-${Math.floor(Date.now() / 86400000)}`;
-        this.addEdge(sessionKey, taskKey, 'executed', 0.6);
+        this.addEdge(sessionKey, taskKey, 'executed', 0.6, agentId);
 
         // Extract keywords as concepts
         const words = task.toLowerCase().split(/\s+/).filter(w => w.length > 3);
@@ -201,18 +231,38 @@ class MemoryGraphModule {
             }
         }
 
-        return lines.join('\\n');
+        return lines.join('\n');
     }
 
     getContextForPrompt() {
         const summary = this.getContextSummary();
         if (!summary) return '';
-        return `[Memory Graph Context]\\n${summary}\\n`;
+        // Suppress noise: don't inject when graph is nearly empty
+        const totalNodes = Object.keys(this._nodes).length;
+        const totalEdges = this._edges.length;
+        if (totalNodes <= 2 && totalEdges === 0) return '';
+        return `[Memory Graph Context]\n${summary}\n`;
+    }
+
+    // Alias for orchestrator compatibility (orchestrator calls getStats, not showStats)
+    getStats() {
+        const types = {};
+        for (const n of Object.values(this._nodes)) {
+            types[n.type] = (types[n.type] || 0) + 1;
+        }
+        return {
+            nodes: Object.keys(this._nodes).length,
+            edges: this._edges.length,
+            types: types,
+            totalAccesses: this._totalNodeAccesses
+        };
     }
 
     // ─── Commands ───
 
     showStatus() {
+        // v4.5.89: Lazy decay — run applyDecay() on status check
+        this.applyDecay();
         const types = {};
         for (const n of Object.values(this._nodes)) {
             types[n.type] = (types[n.type] || 0) + 1;
@@ -227,6 +277,8 @@ class MemoryGraphModule {
         this.terminal.print(`  Edges: ${this._edges.length}`, 'info');
         this.terminal.print(`  Total accesses: ${this._totalNodeAccesses}`, 'info');
         this.terminal.print(`  Path: ${this._indexPath}`, 'info');
+        // v4.5.89: Show decay config
+        this.terminal.print(`  Decay: ${this._decayDays}d threshold, ${this._decayMinUses} min uses, rate ${this._decayRate}/day`, 'text-muted');
     }
 
     search(query) {
@@ -346,6 +398,181 @@ class MemoryGraphModule {
         this.terminal.print(`🧹 Pruned ${pruned} edges and ${nodesPruned} orphan nodes`, nodesPruned > 0 ? 'warning' : 'info');
     }
 
+    // v4.5.89: Apply decay scores to nodes based on age and access patterns
+    applyDecay() {
+        const now = Date.now();
+        if (now - this._lastDecayRun < 3600000) return;
+        this._lastDecayRun = now;
+
+        // v4.5.89b fix: Compute decay rate from _decayDays (P0 from review)
+        const effectiveRate = 0.9 / this._decayDays;
+        let decayed = 0;
+        let removed = 0;
+
+        for (const key of Object.keys(this._nodes)) {
+            const node = this._nodes[key];
+            const ageDays = (now - new Date(node.updated || node.created).getTime()) / 86400000;
+            node.decay_score = Math.max(0, 1.0 - (ageDays * effectiveRate));
+            if (node.decay_score < 0.1 && node.access_count < this._decayMinUses) {
+                if (node.type === 'session') continue;
+                if (node.namespace && node.namespace.startsWith('agent:')) continue;
+                delete this._nodes[key];
+                removed++;
+                continue;
+            }
+            decayed++;
+        }
+
+        this._edges = this._edges.filter(e => {
+            const ageDays = (now - new Date(e.last_used).getTime()) / 86400000;
+            e.decay_score = Math.max(0, 1.0 - (ageDays * effectiveRate));
+            return !(e.decay_score < 0.1 && (e.use_count || 1) < this._decayMinUses);
+        });
+
+        if (removed > 0) {
+            this._debounceSave();
+            console.log('[MemoryGraph] Decay: ' + decayed + ' scored, ' + removed + ' auto-removed');
+        }
+
+        // v4.5.90: Check for stale skills
+        var staleSkills = this.getStaleSkills();
+        if (staleSkills.length > 0) {
+            this.terminal.print('🧠 Stale skills: ' + staleSkills.length + ' (' + staleSkills.map(function(s) { return s.name; }).join(', ') + ')', 'warning');
+        }
+    }
+
+    // v4.5.90: Record skill usage for decay tracking
+    recordSkillUse(name, success) {
+        try {
+            const fs = this.terminal.fs;
+            if (!fs) return;
+            const index = fs.fsReadJSON('/skills/index.json') || {};
+            if (!index[name]) index[name] = { useCount: 0, successCount: 0 };
+            index[name].lastUsed = new Date().toISOString();
+            index[name].useCount = (index[name].useCount || 0) + 1;
+            if (success !== false) {
+                index[name].successCount = (index[name].successCount || 0) + 1;
+            }
+            fs.fsWriteJSON('/skills/index.json', index);
+        } catch (e) {
+            console.warn('[MemoryGraph] Skill use tracking error:', e.message);
+        }
+    }
+
+    // v4.5.90: Get stale skills (unused >_decayDays, useCount == 0, not immune)
+    getStaleSkills() {
+        try {
+            const fs = this.terminal.fs;
+            if (!fs) return [];
+            const index = fs.fsReadJSON('/skills/index.json') || {};
+            const now = Date.now();
+            // v4.5.90b fix: Use configurable _decayDays (P1 from review)
+            const staleThreshold = this._decayDays * 24 * 60 * 60 * 1000;
+            var stale = [];
+            for (var name of Object.keys(index)) {
+                var stats = index[name] || {};
+                if (stats.immune) continue;
+                var useCount = stats.useCount || 0;
+                var lastUsed = stats.lastUsed ? new Date(stats.lastUsed).getTime() : 0;
+                if (useCount === 0 && (now - lastUsed > staleThreshold || lastUsed === 0)) {
+                    var daysUnused = lastUsed > 0 ? Math.floor((now - lastUsed) / 86400000) : 999;
+                    stale.push({ name: name, daysUnused: daysUnused });
+                }
+            }
+            return stale;
+        } catch (e) {
+            return [];
+        }
+    }
+
+    // v4.5.89: Configure decay policy
+    decayConfig(args) {
+        if (args.length < 2) {
+            this.terminal.print('Usage: memgraph-decay-config <days> <min_uses>', 'error');
+            this.terminal.print('  Current: ' + this._decayDays + 'd threshold, ' + this._decayMinUses + ' min uses', 'info');
+            this.terminal.print('  Decay rate: ' + this._decayRate + '/day (0.01 = 1% per day)', 'info');
+            return;
+        }
+        const days = parseInt(args[0]);
+        const minUses = parseInt(args[1]);
+        if (isNaN(days) || days < 1) return this.terminal.print('Days must be >= 1', 'error');
+        if (isNaN(minUses) || minUses < 0) return this.terminal.print('Min uses must be >= 0', 'error');
+        this._decayDays = days;
+        this._decayMinUses = minUses;
+        this._debounceSave();
+        this.terminal.print('✅ Decay config: ' + days + 'd threshold, ' + minUses + ' min uses', 'success');
+    }
+
+    learn(args) {
+        if (!args || args.length < 2) return this.terminal.print('Usage: memgraph-learn <entity> <fact>', 'error');
+        const entity = args[0];
+        const fact = args.slice(1).join(' ');
+        this.addNode('concept', entity, entity);
+        const factKey = this.addNode('fact', entity + '-' + Date.now(), fact);
+        const conceptKey = `concept:${entity}`;
+        this.addEdge(conceptKey, factKey, 'has_fact', 0.9);
+        this.terminal.print(`✅ Learned: ${entity} → ${fact}`, 'success');
+        // v4.5.89b fix: Index only the new fact, not all facts (P2 from review — O(n) → O(1))
+        const nvfs = this.terminal.moduleManager.modules['NeuralVFSModule'];
+        if (nvfs && typeof nvfs.indexGraphFacts === 'function') {
+            nvfs.indexSingleFact(factKey, entity, fact);
+        }
+    }
+
+    // v4.5.88: Show graph nodes for a specific session
+    showSession(dateStr) {
+        let sessionKey;
+        if (dateStr) {
+            const d = new Date(dateStr);
+            if (isNaN(d.getTime())) return this.terminal.print('Usage: memgraph-session [YYYY-MM-DD]', 'error');
+            sessionKey = `session-${Math.floor(d.getTime() / 86400000)}`;
+        } else {
+            sessionKey = `session-${Math.floor(Date.now() / 86400000)}`;
+        }
+
+        const sessionNodes = Object.values(this._nodes).filter(function(n) {
+            return n.source_session === sessionKey || n.type === 'session' && n.id.includes(sessionKey);
+        });
+
+        this.terminal.print('📅 Session Graph: ' + sessionKey, 'header');
+        if (sessionNodes.length === 0) {
+            this.terminal.print('  No nodes found for this session', 'info');
+            return;
+        }
+        this.terminal.print('  ' + sessionNodes.length + ' nodes:', 'info');
+        for (var n of sessionNodes.slice(0, 15)) {
+            var ns = n.namespace || 'global';
+            this.terminal.print('    ' + n.type + ':' + n.label + ' (' + ns + ', ' + n.access_count + 'x)', 'info');
+        }
+        var sessionEdges = this._edges.filter(function(e) {
+            return sessionNodes.some(function(n) { return n.id === e.source || n.id === e.target; });
+        });
+        this.terminal.print('  ' + sessionEdges.length + ' edges', 'info');
+    }
+
+    // v4.5.88: Show namespaced nodes for a specific agent
+    showAgent(agentId) {
+        if (!agentId) return this.terminal.print('Usage: memgraph-agent <agentId>', 'error');
+        var ns = 'agent:' + agentId;
+        var agentNodes = Object.values(this._nodes).filter(function(n) {
+            return n.namespace === ns;
+        });
+        var agentEdges = this._edges.filter(function(e) {
+            return (e.source_agents || []).includes(agentId);
+        });
+
+        this.terminal.print('🤖 Agent Memory: ' + agentId, 'header');
+        if (agentNodes.length === 0) {
+            this.terminal.print('  No namespaced nodes for this agent', 'info');
+            this.terminal.print('  (Agent may have used global namespace)', 'text-muted');
+            return;
+        }
+        this.terminal.print('  ' + agentNodes.length + ' nodes, ' + agentEdges.length + ' edges:', 'info');
+        for (var n of agentNodes.slice(0, 15)) {
+            this.terminal.print('    ' + n.type + ':' + n.label + ' (' + n.access_count + 'x)', 'info');
+        }
+    }
+
     // ─── Persistence ───
 
     _loadFromVFS() {
@@ -357,18 +584,48 @@ class MemoryGraphModule {
             const exportData = fs.fsReadJSON(`${this._indexPath}export.json`);
             if (exportData && exportData.nodes) {
                 for (const n of exportData.nodes) {
+                    // v4.5.89 fix: Migrate old-format nodes (P1-1 from review)
+                    if (!n.namespace) n.namespace = 'global';
+                    if (!n.source_session) {
+                        const createdMs = new Date(n.created).getTime();
+                        n.source_session = isNaN(createdMs) ? null : `session-${Math.floor(createdMs / 86400000)}`;
+                    }
                     this._nodes[n.id] = n;
                 }
                 this._edges = exportData.edges || [];
+                for (const e of this._edges) {
+                    if (!e.source_agents) e.source_agents = [];
+                }
                 this._totalNodeAccesses = (exportData.stats?.totalAccesses) || 0;
                 return;
             }
 
             // Fallback: load nodes and edges separately
             const nodes = fs.fsReadJSON(`${this._indexPath}nodes.json`);
-            if (nodes) this._nodes = nodes;
+            if (nodes) {
+                this._nodes = nodes;
+                for (const n of Object.values(this._nodes)) {
+                    if (!n.namespace) n.namespace = 'global';
+                    if (!n.source_session) {
+                        const createdMs = new Date(n.created).getTime();
+                        n.source_session = isNaN(createdMs) ? null : `session-${Math.floor(createdMs / 86400000)}`;
+                    }
+                }
+            }
             const edges = fs.fsReadJSON(`${this._indexPath}edges.json`);
-            if (edges) this._edges = edges;
+            if (edges) {
+                this._edges = edges;
+                for (const e of this._edges) {
+                    if (!e.source_agents) e.source_agents = [];
+                }
+            }
+            // v4.5.89b fix: Load persisted decay config (P1 from review)
+            const config = fs.fsReadJSON(`${this._indexPath}config.json`);
+            if (config) {
+                if (typeof config.decayDays === 'number') this._decayDays = config.decayDays;
+                if (typeof config.decayMinUses === 'number') this._decayMinUses = config.decayMinUses;
+                if (typeof config.lastDecayRun === 'number') this._lastDecayRun = config.lastDecayRun;
+            }
         } catch (e) {
             console.warn('[MemoryGraph] Load error (fresh start):', e.message);
         }
@@ -383,6 +640,12 @@ class MemoryGraphModule {
             }
             fs.fsWriteJSON(`${this._indexPath}nodes.json`, this._nodes);
             fs.fsWriteJSON(`${this._indexPath}edges.json`, this._edges);
+            // v4.5.89b fix: Persist decay config (P1 from review)
+            fs.fsWriteJSON(`${this._indexPath}config.json`, {
+                decayDays: this._decayDays,
+                decayMinUses: this._decayMinUses,
+                lastDecayRun: this._lastDecayRun
+            });
         } catch (e) {
             console.error('[MemoryGraph] Save error:', e.message);
         }
diff --git a/modules/core/module-my.js b/modules/core/module-my.js
deleted file mode 100644
index 5fc13ca..0000000
--- a/modules/core/module-my.js
+++ /dev/null
@@ -1,82 +0,0 @@
-class MyModule {
-    constructor() {
-        this.commands = {}; this.terminal = null; this.userData = {};
-        try { const d = localStorage.getItem('webx11_my_data'); if (d) this.userData = JSON.parse(d); } catch (e) {}
-    }
-    getHelpInfo() {
-        return {
-            'my': 'my — Show module info and stored key count',
-            'my-set': 'my-set <key> <value> — Store a key-value pair',
-            'my-get': 'my-get <key> — Retrieve a stored value by key',
-            'my-list': 'my-list — List all stored keys',
-            'my-export': 'my-export — Export all stored data as JSON',
-            'my-import': 'my-import <json> — Import data from JSON string',
-            'my-clear': 'my-clear — Clear all stored data'
-        };
-    }
-    _save() {
-        try { localStorage.setItem('webx11_my_data', JSON.stringify(this.userData)); } catch (e) {}
-    }
-    registerCommands() {
-        this.commands['my'] = () => this.showInfo();
-        this.commands['my-set'] = (args) => this.setData(args);
-        this.commands['my-get'] = (args) => this.getData(args);
-        this.commands['my-list'] = () => this.listData();
-        this.commands['my-export'] = () => this.exportData();
-        this.commands['my-import'] = (args) => this.importData(args);
-        this.commands['my-clear'] = () => this.clearData();
-    }
-    showInfo() {
-        this.terminal.print("=== My Module v2.0 ===", "info");
-        this.terminal.print("Personal workspace for custom commands");
-        this.terminal.print(`Stored keys: ${Object.keys(this.userData).length}`, "success");
-    }
-    setData(args) {
-        if (args.length < 2) {
-            this.terminal.print("Usage: my-set <key> <value>", "warning"); return;
-        }
-        const key = args[0], value = args.slice(1).join(' ');
-        this.userData[key] = { value, timestamp: new Date().toISOString() };
-        this._save();
-        this.terminal.print(`Saved: ${key} = ${value}`, "success");
-    }
-    getData(args) {
-        if (!args[0]) {
-            this.terminal.print("Usage: my-get <key>", "warning"); return;
-        }
-        if (this.userData[args[0]]) {
-            this.terminal.print(`${args[0]}: ${this.userData[args[0]].value}`, "info");
-        } else {
-            this.terminal.print(`Key '${args[0]}' not found`, "error");
-        }
-    }
-    listData() {
-        const keys = Object.keys(this.userData);
-        if (!keys.length) return this.terminal.print('No data stored.', 'info');
-        this.terminal.print('=== My Data ===', 'info');
-        keys.forEach(k => {
-            const v = this.userData[k];
-            const type = typeof v.value;
-            this.terminal.print(`  ${k} (${type}): ${String(v.value).substring(0, 40)}`);
-        });
-    }
-    exportData() {
-        this.terminal.print(JSON.stringify(this.userData, null, 2));
-    }
-    importData(args) {
-        if (!args[0]) return this.terminal.print('Usage: my-import <json>', 'warning');
-        try {
-            const data = JSON.parse(args.join(' '));
-            Object.assign(this.userData, data);
-            this._save();
-            this.terminal.print(`Imported ${Object.keys(data).length} keys`, 'success');
-        } catch (e) {
-            this.terminal.print('Invalid JSON: ' + e.message, 'error');
-        }
-    }
-    clearData() {
-        this.userData = {};
-        localStorage.removeItem('webx11_my_data');
-        this.terminal.print("Personal data cleared", "success");
-    }
-}
diff --git a/modules/core/module-neural-vfs.js b/modules/core/module-neural-vfs.js
index 32fb0eb..1019299 100644
--- a/modules/core/module-neural-vfs.js
+++ b/modules/core/module-neural-vfs.js
@@ -33,7 +33,7 @@ class NeuralVFSModule {
         this._loadAliases();
         // Deep Indexing toggle
         this._deepIndexEnabled = localStorage.getItem('webx11_nvfs_deep') === 'true';
-        this._deepModel = localStorage.getItem('webx11_nvfs_deep_model') || 'ministral-3:3b-cloud';
+        this._deepModel = localStorage.getItem('webx11_nvfs_deep_model') || 'gemma4:31b-cloud';
         this._deepIndexing = false;
         this._deepQueue = [];
         this._deepProcessed = 0;
@@ -80,6 +80,7 @@ class NeuralVFSModule {
         this.commands['nvfs-sync'] = async (args) => this.nvfsSync(args);
         this.commands['nvfs-save'] = async (args) => this.nvfsSave();
         this.commands['nvfs-cancel'] = (args) => this.cancelIndex();
+        this.commands['nvfs-index-graph'] = () => this.indexGraphFacts();
     }
 
     // ── Core Index Builder (async, chunked) ──
@@ -1044,6 +1045,61 @@ Concepts:`;
             }
         }
     }
+
+    // v4.5.89: Semantic bridge — mirror graph facts into VFS for unified search
+    indexGraphFacts() {
+        const mg = this.terminal.moduleManager.modules['MemoryGraphModule'];
+        if (!mg) return this.terminal.print('❌ Memory Graph module not loaded', 'error');
+        const fs = this.terminal.fs;
+        if (!fs) return this.terminal.print('❌ VFS not available', 'error');
+
+        const factNodes = Object.values(mg._nodes).filter(function(n) {
+            return n.type === 'concept' || n.type === 'fact' || n.type === 'entity' || n.type === 'task';
+        });
+
+        if (factNodes.length === 0) {
+            return this.terminal.print('No graph fact nodes to index. Use memgraph-learn first.', 'info');
+        }
+
+        if (!fs.readDir('/_graph_facts')) fs.mkdir('_graph_facts');
+
+        // v4.5.89b fix: Clean stale files for deleted nodes (P2 from review)
+        const validKeys = new Set(factNodes.map(function(n) { return n.id.replace(/[^a-zA-Z0-9_-]/g, '_') + '.txt'; }));
+        try {
+            const existing = fs.readDir('/_graph_facts') || [];
+            for (const f of existing) {
+                if (!validKeys.has(f)) fs.deleteFile('/_graph_facts/' + f);
+            }
+        } catch (_) {}
+
+        let indexed = 0;
+        for (const node of factNodes) {
+            let content = node.label + '\n';
+            if (node.metadata) {
+                if (node.metadata.full) content += node.metadata.full + '\n';
+                if (node.metadata.result) content += 'Result: ' + node.metadata.result + '\n';
+            }
+            content += 'Type: ' + node.type + '\n';
+            content += 'Namespace: ' + (node.namespace || 'global') + '\n';
+            if (node.source_session) content += 'Session: ' + node.source_session + '\n';
+            const safeName = node.id.replace(/[^a-zA-Z0-9_-]/g, '_');
+            fs.writeFile('/_graph_facts/' + safeName + '.txt', content);
+            indexed++;
+        }
+
+        this.terminal.print('🔗 Indexed ' + indexed + ' graph facts into /_graph_facts/', 'success');
+        this.terminal.print('   Run nvfs-index to include them in semantic search', 'info');
+    }
+
+    // v4.5.89b: Index a single fact — O(1) instead of O(n) re-index (P2 from review)
+    indexSingleFact(factKey, entity, fact) {
+        const fs = this.terminal.fs;
+        if (!fs) return;
+        if (!fs.readDir('/_graph_facts')) fs.mkdir('_graph_facts');
+        const safeName = factKey.replace(/[^a-zA-Z0-9_-]/g, '_');
+        const content = entity + '\n' + fact + '\nType: fact\nNamespace: global\n';
+        fs.writeFile('/_graph_facts/' + safeName + '.txt', content);
+    }
 }
 
 // Required for module system
diff --git a/modules/core/module-orchestrator.js b/modules/core/module-orchestrator.js
index ba43dfd..59d9136 100644
--- a/modules/core/module-orchestrator.js
+++ b/modules/core/module-orchestrator.js
@@ -32,6 +32,8 @@ class OrchestratorModule {
         this._activeConsensus = null;
         this._pipelineHistory = [];
         this._PIPELINE_CONFIG = { autoFix: false, stageTimeout: 30000 };
+        this._schedules = [];
+        this._scheduleTimer = null;
         this._loadConfig();
     }
     _loadConfig() {
@@ -84,6 +86,9 @@ class OrchestratorModule {
         this.commands['consensus-status'] = () => this.consensusStatus();
         this.commands['consensus-history'] = () => this.consensusHistory();
         this.commands['pipeline'] = (args) => this.runPipeline(args);
+        this.commands['orchestrator-schedule'] = (args) => this.addSchedule(args);
+        this.commands['orchestrator-schedules'] = () => this.listSchedules();
+        this.commands['orchestrator-unschedule'] = (args) => this.removeSchedule(args[0]);
     }
     // ─── Task Decomposition Engine ───
     _decomposeGoal(goal) {
@@ -146,6 +151,9 @@ class OrchestratorModule {
             'consensus-status': 'consensus-status — Show current/active consensus round status',
             'consensus-history': 'consensus-history — Show past consensus rounds and their resolutions',
             'pipeline': 'pipeline <test|deploy|verify|history|config> — Autonomous CI/CD: test agents/queue/modules, deploy (test→auto-fix→verify), history (show runs), config (show config)',
+            'orchestrator-schedule': 'orchestrator-schedule <role> <interval_seconds> <task...> — Schedule a recurring task delegation',
+            'orchestrator-schedules': 'orchestrator-schedules — List all active recurring schedules',
+            'orchestrator-unschedule': 'orchestrator-unschedule <id> — Remove a recurring schedule',
             'orchestrator-status': 'orchestrator-status — Show agent pool status and config',
             'orchestrator-spawn': 'orchestrator-spawn [role] [capabilities...] — Manually spawn a new agent',
             'orchestrator-kill': 'orchestrator-kill <agent-id> — Terminate an agent and revoke leases',
@@ -170,13 +178,17 @@ class OrchestratorModule {
         this._reanimateFromVFS();
         // A2A mailbox polling loop (500ms)
         if (this._A2A_POLLING) {
-            this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
+            this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
         }
         // Heartbeat watchdog
-        this._heartbeatInterval = setInterval(() => this._checkHeartbeats(), this._HEARTBEAT_CHECK);
+        this._heartbeatInterval = this.terminal.moduleManager._setInterval(() => this._checkHeartbeats(), this._HEARTBEAT_CHECK);
         // Idle timeout sweep
-        this._idleSweepInterval = setInterval(() => this._sweepIdle(), this._IDLE_SWEEP_INTERVAL);
+        this._idleSweepInterval = this.terminal.moduleManager._setInterval(() => this._sweepIdle(), this._IDLE_SWEEP_INTERVAL);
         this.terminal.print('🧠 Orchestrator loaded — A2A mailbox transport active', 'success');
+        // Load recurring schedules from VFS
+        this._loadSchedules();
+        // Pre-spawn default agents after a short delay (let other modules init first)
+        setTimeout(() => this._preSpawnDefaultAgents(), 2000);
         // Subscribe to event bus for in-memory A2A delivery (instant, no VFS poll)
         this._on('a2a:message', (msg) => {
             if (msg.type === 'heartbeat' && msg.from && this._agents[msg.from]) {
@@ -561,16 +573,16 @@ class OrchestratorModule {
             'a2a-polling': () => {
                 this._A2A_POLLING = val === 'on' || val === 'true';
                 if (this._A2A_POLLING && !this._a2aPollTimer) {
-                    this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
+                    this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
                 } else if (!this._A2A_POLLING && this._a2aPollTimer) {
-                    clearInterval(this._a2aPollTimer);
+                    this.terminal.moduleManager._clearTimer(this._a2aPollTimer);
                     this._a2aPollTimer = null;
                 }
                 return `a2a-polling ${this._A2A_POLLING ? 'on' : 'off'}`;
             },
-            'a2a-poll-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 50 || n > 30000) return 'Must be 50-30000ms'; clearInterval(this._a2aPollTimer); this._a2aPollTimer = null; this._A2A_POLL_INTERVAL = n; if (this._A2A_POLLING) { this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), n); } return `a2a-poll-interval set to ${n}ms`; },
-            'heartbeat-check': () => { const n = parseInt(val); if (isNaN(n) || n < 500 || n > 60000) return 'Must be 500-60000ms'; clearInterval(this._heartbeatInterval); this._HEARTBEAT_CHECK = n; this._heartbeatInterval = setInterval(() => this._checkHeartbeats(), n); return `heartbeat-check set to ${n}ms`; },
-            'idle-sweep-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 5000 || n > 600000) return 'Must be 5000-600000ms'; clearInterval(this._idleSweepInterval); this._IDLE_SWEEP_INTERVAL = n; this._idleSweepInterval = setInterval(() => this._sweepIdle(), n); return `idle-sweep-interval set to ${n}ms`; },
+            'a2a-poll-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 50 || n > 30000) return 'Must be 50-30000ms'; this.terminal.moduleManager._clearTimer(this._a2aPollTimer); this._a2aPollTimer = null; this._A2A_POLL_INTERVAL = n; if (this._A2A_POLLING) { this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), n); } return `a2a-poll-interval set to ${n}ms`; },
+            'heartbeat-check': () => { const n = parseInt(val); if (isNaN(n) || n < 500 || n > 60000) return 'Must be 500-60000ms'; this.terminal.moduleManager._clearTimer(this._heartbeatInterval); this._HEARTBEAT_CHECK = n; this._heartbeatInterval = this.terminal.moduleManager._setInterval(() => this._checkHeartbeats(), n); return `heartbeat-check set to ${n}ms`; },
+            'idle-sweep-interval': () => { const n = parseInt(val); if (isNaN(n) || n < 5000 || n > 600000) return 'Must be 5000-600000ms'; this.terminal.moduleManager._clearTimer(this._idleSweepInterval); this._IDLE_SWEEP_INTERVAL = n; this._idleSweepInterval = this.terminal.moduleManager._setInterval(() => this._sweepIdle(), n); return `idle-sweep-interval set to ${n}ms`; },
             'dead-purge-timeout': () => { const n = parseInt(val); if (isNaN(n) || n < 5000 || n > 600000) return 'Must be 5000-600000ms'; this._DEAD_PURGE_TIMEOUT = n; return `dead-purge-timeout set to ${n}ms`; },
             'consensus-size': () => { const n = parseInt(val); if (isNaN(n) || n < 2 || n > 10) return 'Must be 2-10'; this._CONSENSUS_SIZE = n; return `consensus-size set to ${n}`; },
             'consensus-strategy': () => { if (!['majority', 'unanimous', 'weighted'].includes(val)) return 'Must be majority, unanimous, or weighted'; this._CONSENSUS_STRATEGY = val; return `consensus-strategy set to ${val}`; },
@@ -983,7 +995,7 @@ class OrchestratorModule {
         // Fix 2: Restart A2A poller if stopped
         if (!this._A2A_POLLING) {
             this._A2A_POLLING = true;
-            this._a2aPollTimer = setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
+            this._a2aPollTimer = this.terminal.moduleManager._setInterval(() => this._pollAgentMailboxes(), this._A2A_POLL_INTERVAL);
             this.terminal.print('  Restarted A2A polling', 'warning');
             fixed++;
         }
@@ -1113,9 +1125,12 @@ class OrchestratorModule {
             }
         }
 
-        // Create a lease
+        // Create a lease — with --write if agent has write capabilities
         const leaseModule = this.terminal.moduleManager.modules['LeaseModule'];
-        const lease = leaseModule ? leaseModule.createLease(['lease-create', agent.id, '60', task]) : null;
+        const hasWriteCap = (agent.capabilities || []).some(function(c) { return c === 'write_file' || c === 'edit_module' || c === 'delete_file'; });
+        const leaseArgs = ['lease-create', agent.id, '60', task];
+        if (hasWriteCap) leaseArgs.push('--write');
+        const lease = leaseModule ? leaseModule.createLease(leaseArgs) : null;
 
         // Mark agent as busy
         agent.status = 'busy';
@@ -1184,6 +1199,109 @@ class OrchestratorModule {
         return outboxResult || 'completed';
     }
 
+    // ─── Recurring Scheduling ───
+
+    addSchedule(args) {
+        if (args.length < 2) return this.terminal.print('Usage: orchestrator-schedule <role> <interval_seconds> <task...>', 'error');
+        const role = args[0];
+        const interval = parseInt(args[1]);
+        if (isNaN(interval) || interval < 10) return this.terminal.print('Interval must be >= 10 seconds', 'error');
+        const task = args.slice(2).join(' ');
+        if (!task) return this.terminal.print('Task description required', 'error');
+
+        const schedule = {
+            id: 'sched-' + Date.now(),
+            role: role,
+            interval: interval * 1000,
+            task: task,
+            createdAt: new Date().toISOString(),
+            lastRun: null,
+            nextRun: Date.now() + interval * 1000,
+            runs: 0
+        };
+        this._schedules.push(schedule);
+        this._saveSchedules();
+        this._startScheduleTimer();
+        this.terminal.print('📅 Schedule created: "' + task.substring(0, 40) + '" every ' + interval + 's (role: ' + role + ')', 'success');
+        return schedule;
+    }
+
+    listSchedules() {
+        if (this._schedules.length === 0) return this.terminal.print('No active schedules', 'info');
+        this.terminal.print('📅 Recurring Schedules (' + this._schedules.length + '):', 'header');
+        for (const s of this._schedules) {
+            const nextIn = Math.max(0, Math.round((s.nextRun - Date.now()) / 1000));
+            this.terminal.print('  ' + s.id + ' — "' + s.task.substring(0, 40) + '" every ' + (s.interval / 1000) + 's [' + s.role + '] (next: ' + nextIn + 's, runs: ' + s.runs + ')', 'info');
+        }
+    }
+
+    removeSchedule(id) {
+        const idx = this._schedules.findIndex(function(s) { return s.id === id; });
+        if (idx === -1) return this.terminal.print('Schedule ' + id + ' not found', 'error');
+        this._schedules.splice(idx, 1);
+        this._saveSchedules();
+        if (this._schedules.length === 0 && this._scheduleTimer) {
+            clearInterval(this._scheduleTimer);
+            this._scheduleTimer = null;
+        }
+        this.terminal.print('Schedule ' + id + ' removed', 'success');
+    }
+
+    _startScheduleTimer() {
+        if (this._scheduleTimer) return;
+        this._scheduleTimer = setInterval(function() {
+            var now = Date.now();
+            for (var i = 0; i < this._schedules.length; i++) {
+                var s = this._schedules[i];
+                if (now >= s.nextRun) {
+                    s.lastRun = new Date().toISOString();
+                    s.nextRun = now + s.interval;
+                    s.runs++;
+                    this.terminal.print('📅 Schedule trigger: "' + s.task.substring(0, 40) + '"', 'info');
+                    this.delegateTask(s.task);
+                }
+            }
+            this._saveSchedules();
+        }.bind(this), 5000);
+    }
+
+    _saveSchedules() {
+        try {
+            this.terminal.fs.fsWriteJSON('/orchestrator/schedules.json', this._schedules);
+        } catch (e) { console.warn('[Orchestrator] Schedule save error:', e.message); }
+    }
+
+    _loadSchedules() {
+        try {
+            const data = this.terminal.fs.fsReadJSON('/orchestrator/schedules.json');
+            if (data && Array.isArray(data)) {
+                this._schedules = data;
+                if (this._schedules.length > 0) this._startScheduleTimer();
+            }
+        } catch (e) { this._schedules = []; }
+    }
+
+    _preSpawnDefaultAgents() {
+        // Spawn 3 role-specific agents at boot
+        var roles = [
+            { role: 'auto-learner', caps: ['list_files', 'read_file', 'write_file', 'view_module'], task: 'audit skills' },
+            { role: 'kernel-architect', caps: ['list_files', 'read_file', 'write_file', 'run_command'], task: 'index VFS' },
+            { role: 'searcher', caps: ['list_files', 'read_file', 'web_search'], task: 'check stale data' }
+        ];
+        for (var i = 0; i < roles.length; i++) {
+            var r = roles[i];
+            // Check if an agent with this role already exists
+            var existing = Object.values(this._agents).find(function(a) { return a.role === r.role; });
+            if (!existing) {
+                var agent = this.spawnAgent(r.role, r.caps);
+                if (agent) {
+                    agent.restartPolicy = 'always';
+                    this.terminal.print('🤖 Pre-spawned agent: ' + r.role + ' (' + r.caps.length + ' caps)', 'info');
+                }
+            }
+        }
+    }
+
     // ─── Monitoring ───
 
     _checkHeartbeats() {
diff --git a/modules/core/module-smartctx.js b/modules/core/module-smartctx.js
index 0bfc91a..fc3882d 100644
--- a/modules/core/module-smartctx.js
+++ b/modules/core/module-smartctx.js
@@ -10,6 +10,7 @@
                     'contexts': 'contexts — List all available context profiles',
                     'context-new': 'context-new <name> <displayName> <systemPrompt> — Create a new context profile',
                     'context-delete': 'context-delete <name> — Delete a context profile',
+                    'context-auto': 'context-auto [on|off] — Toggle auto-routing (detects intent from user input)',
                     'smart-ask': 'smart-ask <question> — Ask a question using the active context'
                 };
             }
@@ -55,6 +56,7 @@
                 this.commands['contexts'] = () => this.listContexts();
                 this.commands['context-new'] = (args) => this.createContext(args);
                 this.commands['context-delete'] = (args) => this.deleteContext(args);
+                this.commands['context-auto'] = (args) => this.toggleAutoRouting(args);
                 this.commands['smart-ask'] = (args) => this.smartAsk(args);
             }
             setContext(args) {
@@ -124,6 +126,116 @@
                     this.terminal.print(`Profile '${args[0]}' not found`, "error");
                 }
             }
+            // ─── Intent Detection Engine ───
+            _getIntentPatterns() {
+                return {
+                    'coding': [
+                        /^code\b/i, /\b(edit|fix|write|create|implement|refactor|build)\s+(module|function|class|file|code|script)/i,
+                        /\b(debug|bug|error|fix)\s+(code|module|function|script)/i, /\b(implement|write|create)\s+(a\s+)?(function|class|module|command)/i,
+                        /\b(refactor|rewrite|optimize)\s+(code|module|function)/i, /\b(add\s+)(feature|command|functionality)/i
+                    ],
+                    'debug': [
+                        /^debug\b/i, /\b(error|crash|bug|fail|traceback|exception|broken|not working)\b/i,
+                        /\b(why|what happened|diagnose|investigate|find out why)\b/i, /\b(check|inspect|examine)\s+(log|error|issue|problem)/i
+                    ],
+                    'research': [
+                        /^research\b/i, /\b(search|find|look up|research|investigate|analyze)\b/i,
+                        /\b(what is|how does|tell me about|explain)\b.*\?$/i, /\b(find|search)\s+(for\s+)?(information|docs|documentation|article)/i
+                    ],
+                    'creative': [
+                        /^brainstorm\b/i, /\b(create|design|imagine|generate|compose|draft)\s+(story|poem|art|design|idea|concept|mindmap)/i,
+                        /\b(creative|inspire|innovative|novel)\b/i
+                    ],
+                    'system-admin': [
+                        /^(config|setup|install|deploy|backup|restore|security|monitor|maintenance)\b/i,
+                        /\b(configure|setup|install|deploy|backup|restore)\s+(system|server|module|service)/i,
+                        /\b(security|permission|access|block|allow)\b/i
+                    ],
+                    'chat': [
+                        /^(hi|hello|hey|how are you|what's up|good morning|good evening)\b/i,
+                        /^.{0,30}\?$/  // short questions
+                    ]
+                };
+            }
+            autoDetectIntent(text) {
+                if (!text || typeof text !== 'string') return { profile: null, confidence: 0 };
+                const patterns = this._getIntentPatterns();
+                const scores = {};
+                const lower = text.toLowerCase();
+
+                for (const [profile, regexes] of Object.entries(patterns)) {
+                    let matches = 0;
+                    for (const re of regexes) {
+                        if (re.test(text) || re.test(lower)) matches++;
+                    }
+                    if (matches > 0) scores[profile] = matches;
+                }
+
+                // Code snippet detection (bias toward coding)
+                if (/[{([\s]*['"`]/.test(text) || /\b(function|class|const|let|var|import|export|=>)\b/.test(text)) {
+                    scores['coding'] = (scores['coding'] || 0) + 2;
+                }
+
+                // Very short text → chat
+                if (text.length < 15 && !scores['coding'] && !scores['debug']) {
+                    scores['chat'] = (scores['chat'] || 0) + 1;
+                }
+
+                // Find best match
+                let bestProfile = null;
+                let bestScore = 0;
+                let totalScore = 0;
+                for (const [profile, score] of Object.entries(scores)) {
+                    totalScore += score;
+                    if (score > bestScore) { bestScore = score; bestProfile = profile; }
+                }
+
+                // Calculate confidence (0-100)
+                const confidence = totalScore > 0 ? Math.round((bestScore / totalScore) * 100) : 0;
+
+                return { profile: bestProfile, confidence };
+            }
+            autoRouteContext(text) {
+                if (!text) return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: 0, reason: 'no input' };
+
+                // Check if auto-routing is enabled
+                const enabled = localStorage.getItem('webx11_context_auto') !== 'off';
+                if (!enabled) return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: 0, reason: 'auto-routing disabled' };
+
+                const result = this.autoDetectIntent(text);
+                if (!result.profile || result.confidence < 70) {
+                    return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: result.confidence, reason: 'confidence too low (<70%)' };
+                }
+
+                // Don't switch if already on the best profile
+                if (result.profile === this.activeProfile) {
+                    return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: result.confidence, reason: 'already on best profile' };
+                }
+
+                // Check if the target profile exists
+                if (!this.contextProfiles[result.profile]) {
+                    return { switched: false, from: this.activeProfile, to: this.activeProfile, confidence: result.confidence, reason: 'profile "' + result.profile + '" not found' };
+                }
+
+                // Switch
+                const from = this.activeProfile;
+                this.setContext([result.profile]);
+                return { switched: true, from: from, to: result.profile, confidence: result.confidence, reason: 'intent detected' };
+            }
+            toggleAutoRouting(args) {
+                const val = args && args[0] ? args[0].toLowerCase() : null;
+                if (val === 'on' || val === 'true' || val === '1') {
+                    localStorage.setItem('webx11_context_auto', 'on');
+                    this.terminal.print('✅ Auto-routing enabled — context will switch based on intent', 'success');
+                } else if (val === 'off' || val === 'false' || val === '0') {
+                    localStorage.setItem('webx11_context_auto', 'off');
+                    this.terminal.print('⛔ Auto-routing disabled — use context <name> to switch manually', 'warning');
+                } else {
+                    const current = localStorage.getItem('webx11_context_auto') !== 'off';
+                    this.terminal.print('Auto-routing: ' + (current ? 'ON' : 'OFF'), 'info');
+                    this.terminal.print('Usage: context-auto on|off', 'info');
+                }
+            }
             async smartAsk(args) {
                 if (!args[0]) {
                     this.terminal.print("Usage: smart-ask <your-question>", "warning"); return;
diff --git a/modules/core/module-world-model.js b/modules/core/module-world-model.js
index 6f0c4e5..61eecfc 100644
--- a/modules/core/module-world-model.js
+++ b/modules/core/module-world-model.js
@@ -7,9 +7,14 @@ class WorldModelModule {
         this.terminal = null;
         this._model = null;
         this._lastRefresh = null;
-        this._REFRESH_INTERVAL = 300000; // 5 minutes
+        this._REFRESH_INTERVAL = 300000; // 5 minutes (fallback)
         this._MAX_PROJECTS = 10;
         this._refreshTimer = null;
+        // v4.5.89: Event-driven sync state
+        this._syncDebounce = null;
+        this._syncing = false;
+        this._lastEventSync = 0;
+        this._EVENT_DEBOUNCE_MS = 500;
     }
 
     getHelpInfo() {
@@ -51,6 +56,25 @@ class WorldModelModule {
         this.terminal.print('🌐 World Model loaded — system self-awareness active', 'info');
     }
 
+    // v4.5.89: Event-driven sync — debounced, recursion-guarded
+    _scheduleSync() {
+        if (this._syncing) return; // Prevent recursion during active synthesis
+        if (this._syncDebounce) clearTimeout(this._syncDebounce);
+        const now = Date.now();
+        // Skip if we synced < 2s ago (rate limit beyond debounce)
+        if (now - this._lastEventSync < 2000) return;
+        this._syncDebounce = setTimeout(() => {
+            this._syncDebounce = null;
+            this._syncing = true;
+            try {
+                this._synthesize();
+                this._lastEventSync = Date.now();
+            } finally {
+                this._syncing = false;
+            }
+        }, this._EVENT_DEBOUNCE_MS);
+    }
+
     // ─── Synthesis Engine ───
 
     _synthesize() {
@@ -119,9 +143,10 @@ class WorldModelModule {
         try {
             const mm = this.terminal?.moduleManager;
             if (!mm) return 0;
-            // Count registry entries (all known modules) vs loaded
-            const registry = mm.moduleRegistry || [];
-            return registry.length || Object.keys(mm.modules || {}).length;
+            // Use max of registry vs loaded so the ratio is never >1 (e.g. 43/7 → 43/43)
+            const loadedCount = Object.keys(mm.modules || {}).length;
+            const registryCount = (mm.moduleRegistry || []).length;
+            return Math.max(loadedCount, registryCount);
         } catch (e) {
             console.warn('[WorldModel] Total modules gather error:', e.message);
             return Object.keys(this.terminal?.moduleManager?.modules || {}).length || 0;
@@ -129,10 +154,10 @@ class WorldModelModule {
     }
 
     _gatherSystemInfo(fs, moduleCount, version) {
-        // Get real health data from ServerMonitorModule's _latencyLog and AI assistant's _errorLog
+        // Get real health data from ServerMonitorModule's _latencyLog and DebugSupervisorModule
         const sm = this.terminal?.moduleManager?.modules?.['ServerMonitorModule'];
-        const ai = this.terminal?.moduleManager?.modules?.['WebX11AIAssistantModule'];
-        const errorCount = ai?._errorLog?.length || 0;
+        const ds = this.terminal?.moduleManager?.modules?.['DebugSupervisorModule'];
+        const errorCount = ds ? Object.keys(ds._errorDB?.errors || {}).length : 0;
         const latencyErrors = sm?._latencyLog ? Object.values(sm._latencyLog).filter(e => e.status === 'error').length : 0;
         const totalErrors = errorCount + latencyErrors;
         return {
@@ -228,11 +253,11 @@ class WorldModelModule {
 
     _gatherTelemetry(fs) {
         try {
-            // Get real latency data from ServerMonitorModule and errors from AI assistant
+            // Get real latency data from ServerMonitorModule and errors from DebugSupervisorModule
             const sm = this.terminal?.moduleManager?.modules?.['ServerMonitorModule'];
-            const ai = this.terminal?.moduleManager?.modules?.['WebX11AIAssistantModule'];
+            const ds = this.terminal?.moduleManager?.modules?.['DebugSupervisorModule'];
             const latencyDataPoints = sm?._latencyLog ? Object.keys(sm._latencyLog).length : 0;
-            const recentErrors = ai?._errorLog?.length || 0;
+            const recentErrors = ds ? Object.keys(ds._errorDB?.errors || {}).length : 0;
             return {
                 toolLatencyDataPoints: latencyDataPoints,
                 recentErrors: recentErrors,
@@ -352,41 +377,44 @@ class WorldModelModule {
         if (!question) return this.terminal.print('Usage: world-model-ask <question>', 'error');
         if (!this._model) return this.terminal.print('No model — run world-model-refresh first', 'warning');
 
-        const q = question.toLowerCase();
+        const answer = this._answerQuery(question);
+        this.terminal.print(`❓ ${question}`, 'info');
+        this.terminal.print(`💡 ${answer}`, 'success');
+    }
+
+    // Shared query routing — used by both ask() (terminal) and world_model_query (AI tool)
+    _answerQuery(question) {
+        if (!this._model) return 'World model not synthesized yet — run world-model-refresh';
+        const q = (question || '').toLowerCase();
         const m = this._model;
-        let answer = '';
 
         if (q.includes('module') || q.includes('loaded')) {
-            answer = `Loaded ${m.modules.loaded} modules (${m.modules.modifiedCount} modified: ${m.modules.modified.join(', ') || 'none'})`;
+            return `Loaded ${m.modules.loaded} modules (${m.modules.modifiedCount} modified: ${m.modules.modified.join(', ') || 'none'})`;
         } else if (q.includes('skill')) {
-            answer = `Installed ${m.skills.count} skills: ${m.skills.skills.join(', ') || 'none'}`;
+            return `Installed ${m.skills.count} skills: ${m.skills.skills.join(', ') || 'none'}`;
         } else if (q.includes('file') || q.includes('vfs')) {
-            answer = `${m.files.total} files in ${m.files.directories} directories, total ${m.files.size}`;
+            return `${m.files.total} files in ${m.files.directories} directories, total ${m.files.size}`;
         } else if (q.includes('agent') || q.includes('orchestrat')) {
-            answer = `${m.agents.agents} agents (${m.agents.active} active)`;
+            return `${m.agents.agents} agents (${m.agents.active} active)`;
         } else if (q.includes('health') || q.includes('status')) {
-            answer = `Health: ${m.system.health} · Memory: ${m.system.memory} · ${m.telemetry.recentErrors > 0 ? `${m.telemetry.recentErrors} recent errors` : 'No errors'}`;
+            return `Health: ${m.system.health} · Memory: ${m.system.memory} · ${m.telemetry.recentErrors > 0 ? `${m.telemetry.recentErrors} recent errors` : 'No errors'}`;
         } else if (q.includes('memory') || q.includes('graph')) {
-            answer = `Memory Graph: ${m.memory.nodes} nodes, ${m.memory.edges} edges (${m.memory.active ? 'active' : 'inactive'})`;
+            return `Memory Graph: ${m.memory.nodes} nodes, ${m.memory.edges} edges (${m.memory.active ? 'active' : 'inactive'})`;
         } else if (q.includes('change') || q.includes('yesterday') || q.includes('recent')) {
             const recent = m.recent;
-            answer = recent.length > 0 ? `Recent changes: ${recent.join('; ')}` : 'No recent changes detected';
+            return recent.length > 0 ? `Recent changes: ${recent.join('; ')}` : 'No recent changes detected';
         } else if (q.includes('project') || q.includes('work')) {
             const projects = m.projects.activeProjects;
-            answer = projects.length > 0
+            return projects.length > 0
                 ? `Active projects: ${projects.map(p => `${p.name} (${p.accesses}x)`).join(', ')}`
                 : 'No active projects detected';
         } else if (q.includes('telemetry') || q.includes('latency')) {
-            answer = `${m.telemetry.toolLatencyDataPoints} tool latency data points tracked`;
+            return `${m.telemetry.toolLatencyDataPoints} tool latency data points tracked, ${m.telemetry.recentErrors} recent errors`;
         } else if (q.includes('summary') || q.includes('overview') || q.includes('all')) {
-            answer = this.showSummary();
-            return;
+            return `newOS4 ${m.version} · ${m.modules.loaded}/${m.modules.total} modules · ${m.skills.count} skills · ${m.files.total} files · ${m.agents.agents} agents · ${m.memory.nodes} graph nodes · ${m.telemetry.recentErrors > 0 ? `⚠️ ${m.telemetry.recentErrors} errors` : '✅ OK'}`;
         } else {
-            answer = `I'm not sure how to answer "${question}". Try: modules, skills, files, agents, health, memory, changes, projects, telemetry, or summary.`;
+            return `Unknown query. Try: modules, skills, files, agents, health, memory, changes, projects, telemetry, or summary.`;
         }
-
-        this.terminal.print(`❓ ${question}`, 'info');
-        this.terminal.print(`💡 ${answer}`, 'success');
     }
 
     refresh() {
@@ -429,7 +457,7 @@ class WorldModelModule {
         const agentStr = m.agents.error
             ? 'agents: N/A'
             : `${m.agents.agents} agents`;
-        return `[World Model Context]\\nSystem: newOS4 ${m.version} · ${m.modules.loaded} modules · ${m.skills.count} skills · ${m.files.total} files · ${agentStr}${m.telemetry.recentErrors > 0 ? ` · ⚠️ ${m.telemetry.recentErrors} errors` : ' · ✅ OK'}${m.modules.modifiedCount > 0 ? `\\nModified modules: ${m.modules.modified.slice(0, 3).join(', ')}${m.modules.modifiedCount > 3 ? ` (+${m.modules.modifiedCount - 3} more)` : ''}` : ''}`;
+        return `[World Model Context]\nSystem: newOS4 ${m.version} · ${m.modules.loaded} modules · ${m.skills.count} skills · ${m.files.total} files · ${agentStr}${m.telemetry.recentErrors > 0 ? ` · ⚠️ ${m.telemetry.recentErrors} errors` : ' · ✅ OK'}${m.modules.modifiedCount > 0 ? `\nModified modules: ${m.modules.modified.slice(0, 3).join(', ')}${m.modules.modifiedCount > 3 ? ` (+${m.modules.modifiedCount - 3} more)` : ''}` : ''}`;
     }
 
     // ─── Persistence ───
@@ -448,10 +476,20 @@ class WorldModelModule {
         }
     }
 
+    // v4.5.89: Atomic write — temp file + rename to prevent corruption
     _saveToVFS(fs) {
         try {
             if (!fs.readDir('/system')) fs.mkdir('system');
-            fs.fsWriteJSON('/system/world-model.json', this._model);
+            // v4.5.89b fix: Clean stale temp from previous crash (P1 from review)
+            try { fs.deleteFile('/system/world-model.tmp.json'); } catch (_) {}
+            fs.fsWriteJSON('/system/world-model.tmp.json', this._model);
+            const tmp = fs.fsReadJSON('/system/world-model.tmp.json');
+            if (tmp) {
+                fs.fsWriteJSON('/system/world-model.json', tmp);
+                fs.deleteFile('/system/world-model.tmp.json');
+            } else {
+                console.error('[WorldModel] Save failed: temp file corrupt after write');
+            }
         } catch (e) {
             console.error('[WorldModel] Save error:', e.message);
         }
diff --git a/modules/core/ollama-manager.js b/modules/core/ollama-manager.js
index 13472fc..4f47db2 100644
--- a/modules/core/ollama-manager.js
+++ b/modules/core/ollama-manager.js
@@ -26,7 +26,7 @@ class OllamaManager {
         this.streamEnabled = localStorage.getItem('webx11_stream_enabled') === 'true';
         // --- Validator Agent Config ---
         this.validatorEnabled = localStorage.getItem('webx11_validator_enabled') === 'true';
-        this.validatorModel = localStorage.getItem('webx11_validator_model') || 'ministral-3:3b-cloud';
+        this.validatorModel = localStorage.getItem('webx11_validator_model') || 'gemma4:31b-cloud';
         this.validatorEndpoint = localStorage.getItem('webx11_validator_endpoint') || '';
         // --- Model Parameters (temperature, top_p, max_tokens, thinking) ---
         this.modelParams = this._loadModelParams();
diff --git a/modules/core/terminal.js b/modules/core/terminal.js
index 3abb074..9896bee 100644
--- a/modules/core/terminal.js
+++ b/modules/core/terminal.js
@@ -7,19 +7,71 @@
                 this.lastRouteTime = 0;
                 this.lastRouteCmd = '';
                 this.blockedCount = 0;
-                this.destructiveCmds = new Set(['delete','del','write','save','overwrite','format','kill','stop','shutdown','reboot']);
-                this.systemCmds = new Set(['reboot','shutdown','format','kill','halt','poweroff']);
-                this.suspiciousFlags = new Set(['--dump','--execute','--eval','--exec','--shell','--script']);
-                this.whitelist = new Set(['help','clear','ls','cat','pwd','whoami','df','free','top','ps','echo','date','env','history','find','grep','tree','head','tail','wc','sort','du','diff','which','hostname','cal','basename','dirname','yes','seq','cut','uniq','expand','printf','base64','sleep','ll','h','mem','status','health-check','system-health','alias','unalias','modules','listmods','modules-list','nvfs-index','nvfs-status','nvfs-resolve','nvfs-tree','nvfs-config','nvfs-alias','nvfs-sync','floating-add','floating-remove','floating-list','floating-pos','floating-clear','floating-toggle','mem-debug','reset-mem','reset','factory-reset','reset-vfs','js','js-run','node','debug','debug-ai','session-new','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze']);
-                // Load persisted overrides from localStorage
-                try { const d = localStorage.getItem('webx11_security_destructive'); if(d){JSON.parse(d).forEach(c=>this.destructiveCmds.add(c));} }catch(e){}
-                try { const s = localStorage.getItem('webx11_security_system'); if(s){JSON.parse(s).forEach(c=>this.systemCmds.add(c));} }catch(e){}
-                try { const w = localStorage.getItem('webx11_security_whitelist'); if(w){JSON.parse(w).forEach(c=>this.whitelist.add(c));} }catch(e){}
-                try { const f = localStorage.getItem('webx11_security_flags'); if(f){JSON.parse(f).forEach(c=>this.suspiciousFlags.add(c));} }catch(e){}
+                this._baseDestructive = ['delete','del','write','save','overwrite','format','kill','stop','shutdown','reboot'];
+                this._baseSystem = ['reboot','shutdown','format','kill','halt','poweroff'];
+                this._baseSuspiciousFlags = ['--dump','--execute','--eval','--exec','--shell','--script'];
+                this._baseWhitelist = ['help','clear','ls','cat','pwd','whoami','df','free','top','ps','echo','date','env','history','find','grep','tree','head','tail','wc','sort','du','diff','which','hostname','cal','basename','dirname','yes','seq','cut','uniq','expand','printf','base64','sleep','ll','h','mem','status','health-check','system-health','alias','unalias','modules','listmods','modules-list','nvfs-index','nvfs-status','nvfs-resolve','nvfs-tree','nvfs-config','nvfs-alias','nvfs-sync','floating-add','floating-remove','floating-list','floating-pos','floating-clear','floating-toggle','mem-debug','reset-mem','reset','factory-reset','reset-vfs','js','js-run','node','debug','debug-ai','debug-stats','debug-history','debug-analyze','debug-trends','debug-fix','debug-health','session-new','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze','dashboard','context-auto'];
+                this.destructiveCmds = new Set(this._baseDestructive);
+                this.systemCmds = new Set(this._baseSystem);
+                this.suspiciousFlags = new Set(this._baseSuspiciousFlags);
+                this.whitelist = new Set(this._baseWhitelist);
+                // Load persisted user deltas (add/remove) so hardcoded defaults can be demoted.
+                this._loadSecurityDeltas();
                 this._registerBuiltIn();
             }
+            _loadSecurityDeltas() {
+                try {
+                    const schema = this.terminal._getDataSchemaVersion ? this.terminal._getDataSchemaVersion() : 1;
+                    localStorage.setItem('webx11_data_schema_version', String(schema));
+                    const raw = localStorage.getItem('webx11_security_deltas');
+                    if (!raw) {
+                        // One-time migration from legacy flat keys to delta format.
+                        const legacy = {};
+                        try { legacy.destructive = JSON.parse(localStorage.getItem('webx11_security_destructive') || '[]'); } catch (e) {}
+                        try { legacy.system = JSON.parse(localStorage.getItem('webx11_security_system') || '[]'); } catch (e) {}
+                        try { legacy.whitelist = JSON.parse(localStorage.getItem('webx11_security_whitelist') || '[]'); } catch (e) {}
+                        try { legacy.flags = JSON.parse(localStorage.getItem('webx11_security_flags') || '[]'); } catch (e) {}
+                        const delta = { add: {}, remove: {} };
+                        for (const c of (legacy.destructive || [])) if (!this._baseDestructive.includes(c)) { if (!delta.add.destructive) delta.add.destructive = []; delta.add.destructive.push(c); }
+                        for (const c of (legacy.system || [])) if (!this._baseSystem.includes(c)) { if (!delta.add.system) delta.add.system = []; delta.add.system.push(c); }
+                        for (const c of (legacy.whitelist || [])) if (!this._baseWhitelist.includes(c)) { if (!delta.add.whitelist) delta.add.whitelist = []; delta.add.whitelist.push(c); }
+                        for (const f of (legacy.flags || [])) if (!this._baseSuspiciousFlags.includes(f)) { if (!delta.add.flags) delta.add.flags = []; delta.add.flags.push(f); }
+                        localStorage.setItem('webx11_security_deltas', JSON.stringify(delta));
+                        localStorage.removeItem('webx11_security_destructive');
+                        localStorage.removeItem('webx11_security_system');
+                        localStorage.removeItem('webx11_security_whitelist');
+                        localStorage.removeItem('webx11_security_flags');
+                        return;
+                    }
+                    const d = JSON.parse(raw);
+                    if (d.remove) {
+                        for (const c of (d.remove.destructive || [])) this.destructiveCmds.delete(c);
+                        for (const c of (d.remove.system || [])) this.systemCmds.delete(c);
+                        for (const c of (d.remove.whitelist || [])) this.whitelist.delete(c);
+                        for (const f of (d.remove.flags || [])) this.suspiciousFlags.delete(f);
+                    }
+                    if (d.add) {
+                        for (const c of (d.add.destructive || [])) this.destructiveCmds.add(c);
+                        for (const c of (d.add.system || [])) this.systemCmds.add(c);
+                        for (const c of (d.add.whitelist || [])) this.whitelist.add(c);
+                        for (const f of (d.add.flags || [])) this.suspiciousFlags.add(f);
+                    }
+                } catch (e) {}
+            }
+            _saveSecurityDeltas() {
+                const delta = { add: {}, remove: {} };
+                for (const c of this.destructiveCmds) if (!this._baseDestructive.includes(c)) { if (!delta.add.destructive) delta.add.destructive = []; delta.add.destructive.push(c); }
+                for (const c of this._baseDestructive) if (!this.destructiveCmds.has(c)) { if (!delta.remove.destructive) delta.remove.destructive = []; delta.remove.destructive.push(c); }
+                for (const c of this.systemCmds) if (!this._baseSystem.includes(c)) { if (!delta.add.system) delta.add.system = []; delta.add.system.push(c); }
+                for (const c of this._baseSystem) if (!this.systemCmds.has(c)) { if (!delta.remove.system) delta.remove.system = []; delta.remove.system.push(c); }
+                for (const c of this.whitelist) if (!this._baseWhitelist.includes(c)) { if (!delta.add.whitelist) delta.add.whitelist = []; delta.add.whitelist.push(c); }
+                for (const c of this._baseWhitelist) if (!this.whitelist.has(c)) { if (!delta.remove.whitelist) delta.remove.whitelist = []; delta.remove.whitelist.push(c); }
+                for (const f of this.suspiciousFlags) if (!this._baseSuspiciousFlags.includes(f)) { if (!delta.add.flags) delta.add.flags = []; delta.add.flags.push(f); }
+                for (const f of this._baseSuspiciousFlags) if (!this.suspiciousFlags.has(f)) { if (!delta.remove.flags) delta.remove.flags = []; delta.remove.flags.push(f); }
+                localStorage.setItem('webx11_security_deltas', JSON.stringify(delta));
+            }
             _registerBuiltIn() {
-                const internals = ['clear','help','ls','cat','df','free','env','history','cd','pwd','touch','mkdir','rm','cp','mv','edit','cat','run','font-size','load-local','loadlocal','mem','security','security-level','security-destructive','security-system','security-whitelist','security-flag','config','ai-config','startup-modules','smart-prompt','cmd-allow','cmd-deny','system-health','server','servers','server-check','monitor','vfs','vfs-clean','vfs-size','empty-trash','expand','sysmsg','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze'];
+                const internals = ['clear','help','ls','cat','df','free','env','history','cd','pwd','touch','mkdir','rm','cp','mv','edit','run','font-size','load-local','loadlocal','mem','security','security-level','security-destructive','security-system','security-whitelist','security-flag','config','ai-config','startup-modules','smart-prompt','cmd-allow','cmd-deny','system-health','server','servers','server-check','monitor','vfs','vfs-clean','vfs-size','empty-trash','expand','sysmsg','orchestrate','orchestrate-parallel','orchestrate-decompose','orchestrate-result','orchestrator-status','orchestrator-spawn','orchestrator-kill','orchestrator-purge','orchestrator-config','orchestrator-list','orchestrator-sleep','orchestrator-wake','orchestrator-restart-policy','a2a-send','a2a-list','a2a-post','a2a-poll','a2a-ack','a2a-reject','a2a-status','a2a-prune','consensus','consensus-status','consensus-history','pipeline','agent-list','agent-register','agent-status','agent-unregister','contract-list','contract-register','voice','speak','analyze','dashboard'];
                 internals.forEach(c => this.registerCommand(c, { category: 'builtin' }));
             }
             setLevel(n) {
@@ -38,8 +90,13 @@
             }
             registerCommand(name, meta = {}) {
                 this.commandMeta.set(name, { destructive: false, category: 'user', ...meta });
+                this.invalidateCommandCache();
+            }
+            invalidateCommandCache() {
+                this._commandCacheDirty = true;
             }
             _collectAllCommands() {
+                if (!this._commandCacheDirty && this._commandCache) return this._commandCache;
                 const cmds = new Set([...this.commandMeta.keys()]);
                 for (const modName in this.terminal.moduleManager.modules) {
                     const mod = this.terminal.moduleManager.modules[modName];
@@ -49,7 +106,9 @@
                 }
                 const builtins = ['clear','help','ls','df','security','security-level'];
                 builtins.forEach(c => cmds.add(c));
-                return [...cmds];
+                this._commandCache = [...cmds];
+                this._commandCacheDirty = false;
+                return this._commandCache;
             }
             _levenshtein(a, b) {
                 a = a.toLowerCase(); b = b.toLowerCase();
@@ -278,6 +337,19 @@
                 // Apply config overrides after everything is initialized
                 this._applyTerminalConfig();
             }
+            /* ---------- helpers ---------- */
+            static _escapeHtml(str) {
+                if (str == null) return '';
+                return String(str).replace(/[&<>'"]/g, m => ({'&':'&amp;','<':'&lt;','>':'&gt;',"'":'&#39;','"':'&quot;'}[m]));
+            }
+            _escapeHtml(str) { return WebX11Terminal._escapeHtml(str); }
+            _getDataSchemaVersion() { return 1; }
+            _escapeYamlString(str) {
+                return '"' + String(str == null ? '' : str).replace(/\\/g, '\\\\').replace(/"/g, '\\"') + '"';
+            }
+            _invalidateCommandCache() {
+                if (this.security) this.security.invalidateCommandCache();
+            }
             initEventListeners() {
                 this.inputField.addEventListener('keydown', (e) => {
                     if (e.key === 'Enter' && !e.shiftKey) {
@@ -1195,6 +1267,7 @@
                 this._safeRegister('ServerMonitorModule', 'server monitor');
                 this._safeRegister('SmartContextModule', 'smart context');
                 this._safeRegister('SimpleGUIModule', 'simple GUI builder');
+                this._safeRegister('DebugSupervisorModule', 'debug supervisor');
                 // v4.5.47: Critical ext modules promoted to boot path
                 this._safeRegister('EditorModule', 'editor');
                 this._safeRegister('ShellModule', 'shell');
@@ -1242,6 +1315,7 @@
                     DiffModule: typeof DiffModule !== 'undefined' ? DiffModule : undefined,
                     BusyBoxModule: typeof BusyBoxModule !== 'undefined' ? BusyBoxModule : undefined,
                     SmartContextModule: typeof SmartContextModule !== 'undefined' ? SmartContextModule : undefined,
+                    DebugSupervisorModule: typeof DebugSupervisorModule !== 'undefined' ? DebugSupervisorModule : undefined,
                 };
                 const cls = registry[className];
                 if (typeof cls === 'undefined') {
@@ -1371,10 +1445,12 @@
             splitPipe(input) {
                 const parts = [];
                 let current = '';
-                let inQuote = false;
+                let inSingle = false;
+                let inDouble = false;
                 for (const ch of input) {
-                    if (ch === '"' || ch === "'") { inQuote = !inQuote; current += ch; }
-                    else if (ch === '|' && !inQuote) { parts.push(current.trim()); current = ''; }
+                    if (ch === '"' && !inSingle) { inDouble = !inDouble; current += ch; }
+                    else if (ch === "'" && !inDouble) { inSingle = !inSingle; current += ch; }
+                    else if (ch === '|' && !inSingle && !inDouble) { parts.push(current.trim()); current = ''; }
                     else { current += ch; }
                 }
                 parts.push(current.trim());
@@ -1414,8 +1490,11 @@
                 const originalPrint = this.print.bind(this);
                 let output = '';
                 this.print = (text, type) => { output += text + '\n'; };
-                await this.dispatchCommand(cmd, args);
-                this.print = originalPrint;
+                try {
+                    await this.dispatchCommand(cmd, args);
+                } finally {
+                    this.print = originalPrint;
+                }
                 const trimmed = output.trim();
                 if (trimmed.length > this._pipeBufferSize) {
                     return trimmed.slice(0, this._pipeBufferSize);
@@ -1431,6 +1510,21 @@
                 if (cmd === 'load-local' || cmd === 'loadlocal') { this.loadLocalModule(args[0]); return; }
                 if (cmd === 'smart-prompt') { const val = args[0] && args[0] === 'off' ? 'off' : 'on'; localStorage.setItem('webx11_smart_prompt', val); this.print('Smart prompt ' + val, 'success'); this.updatePrompt(); return; }
                 if (cmd === 'mem') { this.printMemoryStats(); return; }
+                if (cmd === 'dashboard') {
+                    // Collect dashboard data and open the dashboard page
+                    const aiMod = this.moduleManager?.modules?.WebX11AIAssistantModule;
+                    if (aiMod && typeof aiMod._collectDashboardData === 'function') {
+                        aiMod._collectDashboardData().then(function() {
+                            this.print('📊 Dashboard data collected — opening dashboard...', 'success');
+                            window.open('/spaces/newos4/downloads/dashboard.html', 'newOS4 Dashboard', 'width=1200,height=800');
+                        }.bind(this));
+                    } else {
+                        // Fallback: just open the page (it will try localStorage)
+                        this.print('📊 Opening dashboard...', 'info');
+                        window.open('/spaces/newos4/downloads/dashboard.html', 'newOS4 Dashboard', 'width=1200,height=800');
+                    }
+                    return;
+                }
                 if (cmd === 'config') {
                     if (args.length === 0) {
                         this.print('=== Terminal Config ===', 'info');
@@ -1493,7 +1587,7 @@
                     if (action === 'add') { this.security.destructiveCmds.add(args[1]); }
                     else if (action === 'remove') { this.security.destructiveCmds.delete(args[1]); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_destructive', JSON.stringify([...this.security.destructiveCmds]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated destructive set (${this.security.destructiveCmds.size} commands)`, 'success');
                     return;
                 }
@@ -1509,7 +1603,7 @@
                     if (action === 'add') { this.security.systemCmds.add(args[1]); }
                     else if (action === 'remove') { this.security.systemCmds.delete(args[1]); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_system', JSON.stringify([...this.security.systemCmds]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated system set (${this.security.systemCmds.size} commands)`, 'success');
                     return;
                 }
@@ -1525,7 +1619,7 @@
                     if (action === 'add') { this.security.whitelist.add(args[1]); }
                     else if (action === 'remove') { this.security.whitelist.delete(args[1]); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_whitelist', JSON.stringify([...this.security.whitelist]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated whitelist (${this.security.whitelist.size} commands)`, 'success');
                     return;
                 }
@@ -1542,15 +1636,15 @@
                     if (action === 'add') { this.security.suspiciousFlags.add(flag); }
                     else if (action === 'remove') { this.security.suspiciousFlags.delete(flag); }
                     else { this.print('Action must be: add, remove, or list', 'warning'); return; }
-                    localStorage.setItem('webx11_security_flags', JSON.stringify([...this.security.suspiciousFlags]));
+                    this.security._saveSecurityDeltas();
                     this.print(`Updated suspicious flags (${this.security.suspiciousFlags.size} flags)`, 'success');
                     return;
                 }
                 if (cmd === 'cmd-allow') { this._resolveCmdConfirm(true); return; }
                 if (cmd === 'cmd-deny') { this._resolveCmdConfirm(false); return; }
                 if (cmd === 'vfs' && args[0] === 'reset') {
-                    if (args[1] !== '--force') {
-                        this.print('⚠ This will permanently delete all files! Use vfs reset --force to confirm.', 'warning');
+                    if (args[1] !== '--confirm' && args[1] !== '--force') {
+                        this.print('⚠ This will permanently delete all files! Use vfs reset --confirm to confirm.', 'warning');
                         return;
                     }
                     this.fs.reset();
@@ -1592,8 +1686,8 @@
                     return;
                 }
                 if (cmd === 'empty-trash') {
-                    if (args[0] !== '--force') {
-                        this.print('⚠ This will permanently delete all trashed files! Use empty-trash --force to confirm.', 'warning');
+                    if (args[0] !== '--confirm' && args[0] !== '--force') {
+                        this.print('⚠ This will permanently delete all trashed files! Use empty-trash --confirm to confirm.', 'warning');
                         return;
                     }
                     if (this.fs.emptyTrash()) {
@@ -1710,7 +1804,11 @@
                                   } catch (_e) {}
                               }
                               return; }
-                        catch (err) { this.print(`Error in ${modName}.${cmd}: ${err.message}`, 'error'); return; }
+                        catch (err) {
+                            this.print(`Error in ${modName}.${cmd}: ${err.message}`, 'error');
+                            console.error(`[Terminal] Error in ${modName}.${cmd}:`, err);
+                            return;
+                        }
                     }
                 }
                 // Enhanced: check fuzzy suggestions before showing "not found"
@@ -1747,7 +1845,17 @@
                     files.forEach(f => {
                         const div = document.createElement('div');
                         div.className = `file-item ${f.type === 'dir' ? 'dir' : ''}`;
-                        div.innerHTML = `<span>${f.type === 'dir' ? '📁' : '📄'} ${f.name}</span> <span style="font-size:0.8em">${f.size}b</span>`;
+                        const icon = document.createElement('span');
+                        icon.textContent = f.type === 'dir' ? '📁' : '📄';
+                        const name = document.createElement('span');
+                        name.textContent = ' ' + f.name;
+                        const size = document.createElement('span');
+                        size.style.fontSize = '0.8em';
+                        size.textContent = ' ' + f.size + 'b';
+                        div.appendChild(icon);
+                        div.appendChild(name);
+                        div.appendChild(document.createTextNode(' '));
+                        div.appendChild(size);
                         div.onclick = () => {
                             if (f.type === 'file') {
                                 const content = this.fs.readFile(f.name);
@@ -1786,14 +1894,29 @@
                 modules.forEach(mod => {
                     const div = document.createElement('div');
                     div.className = `module-item ${mod.loaded ? '' : 'disabled'}`;
-                    const badge = mod.url ? '' : '<span class="module-badge builtin">Built-in</span>';
-                    div.innerHTML = `
-                        <div>
-                            <strong>${mod.name}</strong>${badge}
-                            <div style="font-size:0.8em; color:#666">${mod.url || 'Built-in'}</div>
-                        </div>
-                        ${mod.url ? `<button class="btn btn-danger" onclick="webx11.removeModule('${mod.name}')" style="padding:4px 8px;">✕</button>` : ''}
-                    `;
+                    const info = document.createElement('div');
+                    const strong = document.createElement('strong');
+                    strong.textContent = mod.name;
+                    info.appendChild(strong);
+                    if (!mod.url) {
+                        const badge = document.createElement('span');
+                        badge.className = 'module-badge builtin';
+                        badge.textContent = 'Built-in';
+                        info.appendChild(badge);
+                    }
+                    const sub = document.createElement('div');
+                    sub.style.cssText = 'font-size:0.8em; color:#666';
+                    sub.textContent = mod.url || 'Built-in';
+                    info.appendChild(sub);
+                    div.appendChild(info);
+                    if (mod.url) {
+                        const btn = document.createElement('button');
+                        btn.className = 'btn btn-danger';
+                        btn.style.padding = '4px 8px';
+                        btn.textContent = '✕';
+                        btn.onclick = () => this.removeModule(mod.name);
+                        div.appendChild(btn);
+                    }
                     list.appendChild(div);
                 });
             }
@@ -1905,6 +2028,7 @@
             renderConfigList() {
                 const list = document.getElementById('config-list');
                 if (!list) return;
+                list.innerHTML = '';
                 const prefix = 'webx11_config_';
                 const entries = [];
                 for (let i = 0; i < localStorage.length; i++) {
@@ -1917,14 +2041,28 @@
                     list.innerHTML = '<div style="padding:20px; text-align:center; color:#666">No configuration saved.</div>';
                     return;
                 }
-                list.innerHTML = entries.map(e => {
-                    const displayVal = e.key.toLowerCase().includes('password') || e.key.toLowerCase().includes('token') || e.key.toLowerCase().includes('secret')
-                        ? '****' : e.value;
-                    return `<div class="module-item">
-                        <div><strong>${e.key}</strong> <span style="color:var(--text-muted)">${displayVal}</span></div>
-                        <button class="btn btn-danger" onclick="webx11.deleteConfigFromUI('${e.key.replace(/'/g, "\\'")}')" style="padding:4px 8px; font-size:0.8em">✕</button>
-                    </div>`;
-                }).join('');
+                entries.forEach(e => {
+                    const item = document.createElement('div');
+                    item.className = 'module-item';
+                    const info = document.createElement('div');
+                    const strong = document.createElement('strong');
+                    strong.textContent = e.key;
+                    info.appendChild(strong);
+                    const val = document.createElement('span');
+                    val.style.color = 'var(--text-muted)';
+                    const sensitive = /password|token|secret|key|private|credential|auth/i.test(e.key);
+                    val.textContent = sensitive ? '****' : e.value;
+                    info.appendChild(document.createTextNode(' '));
+                    info.appendChild(val);
+                    const btn = document.createElement('button');
+                    btn.className = 'btn btn-danger';
+                    btn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                    btn.textContent = '✕';
+                    btn.onclick = () => this.deleteConfigFromUI(e.key);
+                    item.appendChild(info);
+                    item.appendChild(btn);
+                    list.appendChild(item);
+                });
             }
             addConfigFromUI() {
                 const key = document.getElementById('config-key-input').value.trim();
@@ -1977,10 +2115,24 @@
                 // Stats
                 if (statsEl) {
                     const cats = new Set(Object.values(index).map(s => s.category || 'general'));
-                    statsEl.innerHTML = `<span>📚 ${names.length} skills</span><span>📂 ${cats.size} categories</span>${query ? `<span>🔍 ${filtered.length} match '${query}'</span>` : ''}`;
+                    statsEl.innerHTML = '';
+                    const totalSpan = document.createElement('span');
+                    totalSpan.textContent = '📚 ' + names.length + ' skills';
+                    statsEl.appendChild(totalSpan);
+                    const catSpan = document.createElement('span');
+                    catSpan.textContent = '📂 ' + cats.size + ' categories';
+                    statsEl.appendChild(catSpan);
+                    if (query) {
+                        const matchSpan = document.createElement('span');
+                        matchSpan.textContent = '🔍 ' + filtered.length + ' match';
+                        statsEl.appendChild(matchSpan);
+                    }
                 }
                 if (filtered.length === 0) {
-                    list.innerHTML = '<div style="padding:20px; text-align:center; color:#666">' + (query ? 'No skills match your search.' : 'No skills yet. Create one below!') + '</div>';
+                    const empty = document.createElement('div');
+                    empty.style.cssText = 'padding:20px; text-align:center; color:#666';
+                    empty.textContent = query ? 'No skills match your search.' : 'No skills yet. Create one below!';
+                    list.appendChild(empty);
                     return;
                 }
                 // Group by category
@@ -2006,18 +2158,41 @@
                         const tags = (s.tags || []).join(', ');
                         const div = document.createElement('div');
                         div.className = 'module-item';
-                        div.innerHTML = `
-                            <div>
-                                <strong style="color:var(--success-color)">${name}</strong>
-                                <div style="font-size:0.85em; color:#aaa">${s.description || ''}</div>
-                                <div style="font-size:0.75em; color:#666">${tags ? '🏷 ' + tags : ''}</div>
-                            </div>
-                            <div style="display:flex;gap:4px">
-                                <button class="btn" onclick="webx11.viewSkillUI('${name}')" style="padding:4px 8px; font-size:0.8em">👁</button>
-                                <button class="btn" onclick="webx11.editSkillUI('${name}')" style="padding:4px 8px; font-size:0.8em">✏️</button>
-                                <button class="btn btn-danger" onclick="webx11.deleteSkillUI('${name}')" style="padding:4px 8px; font-size:0.8em">✕</button>
-                            </div>
-                        `;
+                        const info = document.createElement('div');
+                        const strong = document.createElement('strong');
+                        strong.style.color = 'var(--success-color)';
+                        strong.textContent = name;
+                        info.appendChild(strong);
+                        const desc = document.createElement('div');
+                        desc.style.cssText = 'font-size:0.85em; color:#aaa';
+                        desc.textContent = s.description || '';
+                        info.appendChild(desc);
+                        const tagsDiv = document.createElement('div');
+                        tagsDiv.style.cssText = 'font-size:0.75em; color:#666';
+                        tagsDiv.textContent = tags ? '🏷 ' + tags : '';
+                        info.appendChild(tagsDiv);
+                        const actions = document.createElement('div');
+                        actions.style.cssText = 'display:flex;gap:4px';
+                        const viewBtn = document.createElement('button');
+                        viewBtn.className = 'btn';
+                        viewBtn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                        viewBtn.textContent = '👁';
+                        viewBtn.onclick = () => this.viewSkillUI(name);
+                        const editBtn = document.createElement('button');
+                        editBtn.className = 'btn';
+                        editBtn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                        editBtn.textContent = '✏️';
+                        editBtn.onclick = () => this.editSkillUI(name);
+                        const delBtn = document.createElement('button');
+                        delBtn.className = 'btn btn-danger';
+                        delBtn.style.cssText = 'padding:4px 8px; font-size:0.8em';
+                        delBtn.textContent = '✕';
+                        delBtn.onclick = () => this.deleteSkillUI(name);
+                        actions.appendChild(viewBtn);
+                        actions.appendChild(editBtn);
+                        actions.appendChild(delBtn);
+                        div.appendChild(info);
+                        div.appendChild(actions);
                         body.appendChild(div);
                     }
                     section.appendChild(body);
@@ -2081,9 +2256,9 @@
                     alert(`Skill '${name}' already exists. Delete it first or use skill-patch command.`);
                     return;
                 }
-                let content = contentInput || `---\nname: ${name}\ndescription: ${description}\ntags: [${tags.join(', ')}]\ncategory: ${category}\n---\n## Steps\n1. (to be filled)\n`;
+                let content = contentInput || `---\nname: ${this._escapeYamlString(name)}\ndescription: ${this._escapeYamlString(description)}\ntags: [${tags.map(t => this._escapeYamlString(t)).join(', ')}]\ncategory: ${this._escapeYamlString(category)}\n---\n## Steps\n1. (to be filled)\n`;
                 if (!content.startsWith('---')) {
-                    content = `---\nname: ${name}\ndescription: ${description}\ntags: [${tags.join(', ')}]\ncategory: ${category}\n---\n${content}`;
+                    content = `---\nname: ${this._escapeYamlString(name)}\ndescription: ${this._escapeYamlString(description)}\ntags: [${tags.map(t => this._escapeYamlString(t)).join(', ')}]\ncategory: ${this._escapeYamlString(category)}\n---\n${content}`;
                 }
                 fs.writeFile(`/skills/${name}.md`, content);
                 const index = fs.fsReadJSON('/skills/index.json') || {};
diff --git a/modules/core/virtual-fs.js b/modules/core/virtual-fs.js
index 7f6b441..d8b5098 100644
--- a/modules/core/virtual-fs.js
+++ b/modules/core/virtual-fs.js
@@ -37,6 +37,7 @@ class VirtualFileSystem {
         const vmCache = {}; // factories can cache costly results within same tick
         const mm = () => typeof window !== 'undefined' ? window.webx11?.moduleManager?.modules : null;
         const ai = () => mm()?.WebX11AIAssistantModule || null;
+        const ds = () => mm()?.DebugSupervisorModule || null;
         const heap = () => typeof performance !== 'undefined' && performance.memory ? performance.memory : null;
         const fmt = (bytes) => {
             if (!bytes && bytes !== 0) return 'N/A';
@@ -112,7 +113,7 @@ class VirtualFileSystem {
                     const a = ai();
                     const cCount = a?.context?.length || 0;
                     const lCount = a?._toolCallLog?.length || 0;
-                    const eCount = a?._errorLog?.length || 0;
+                    const eCount = ds() ? Object.keys(ds()._errorDB?.errors || {}).length : 0;
                     const modules = mm() ? Object.keys(mm()).length : 0;
                     const domNodes = typeof document !== 'undefined' ? document.querySelectorAll('*').length : 0;
                     return [
@@ -166,9 +167,12 @@ class VirtualFileSystem {
                     return a._toolCallLog.map((e, i) => `[${i}] ${JSON.stringify(e)}`).join('\n');
                 }),
                 'errors': vm('errors', () => {
-                    const a = ai();
-                    if (!a || !a._errorLog || a._errorLog.length === 0) return '(empty)';
-                    return a._errorLog.map((e, i) => `[${i}] ${JSON.stringify(e)}`).join('\n');
+                    const d = ds();
+                    if (!d || !d._errorDB || Object.keys(d._errorDB.errors).length === 0) return '(empty)';
+                    return Object.entries(d._errorDB.errors)
+                        .sort((a, b) => b[1].lastSeen - a[1].lastSeen)
+                        .map(([hash, e]) => `[${hash}] ${e.type}/${e.severity} ×${e.count}: ${e.message.substring(0, 100)}`)
+                        .join('\n');
                 }),
                 'commands': vm('commands', () => {
                     const a = ai();
diff --git a/modules/ext/critical-ext-bundle.js b/modules/ext/critical-ext-bundle.js
index 3c5d54b..2230498 100644
--- a/modules/ext/critical-ext-bundle.js
+++ b/modules/ext/critical-ext-bundle.js
@@ -186,7 +186,18 @@ class ShellModule {
             if (!rawInput.trim()) return;
             this.markDirty();
             this.printUserPrompt(rawInput);
-            
+
+            // Save to command history (preserved from original executeCommand)
+            const cmdRaw = rawInput.trim();
+            if (this.history.length === 0 || this.history[this.history.length - 1] !== cmdRaw) {
+                this.history.push(cmdRaw);
+            }
+            if (this.history.length > this._historyCap) {
+                this.history = this.history.slice(-this._historyCap);
+            }
+            this.historyIndex = this.history.length;
+            this._saveCommandHistory();
+
             // For simple single-word commands without special chars, skip shell parsing
             if (/^[a-zA-Z0-9._\/-]+$/.test(rawInput.trim()) && !rawInput.includes(' ') && !rawInput.includes('$')) {
                 try {
@@ -196,19 +207,20 @@ class ShellModule {
                     return;
                 }
             }
-            
+
             // Substitute variables in the raw input
             const substituted = self._substituteVars(rawInput);
             // Split on ; first (sequence)
             const seqParts = self._splitSequence(substituted);
             for (const seqPart of seqParts) {
                 if (!seqPart.trim()) continue;
-                // Split on && and ||
+                // Split on && and || — operator now attached to the FOLLOWING segment
                 const chainParts = self._splitChain(seqPart.trim());
                 let lastOk = true;
                 for (const chainPart of chainParts) {
                     if (!chainPart.cmd.trim()) continue;
                     const { cmd: chainCmd, operator } = chainPart;
+                    // Check the operator that PRECEDES this command
                     if (operator === '&&' && !lastOk) continue;
                     if (operator === '||' && lastOk) continue;
                     // Check for redirects
@@ -219,28 +231,40 @@ class ShellModule {
                         lastOk = redirectInfo.exitOk;
                     } else {
                         // Normal or piped command
-                        const pipeParts = self.terminal.splitPipe(chainCmd);
+                        const pipeParts = this.splitPipe(chainCmd);
                         if (pipeParts.length > 1) {
-                            await self.terminal.executePipeChain(pipeParts);
+                            await this.executePipeChain(pipeParts);
                         } else {
-                            // Single command
+                            // Single command — check for shell built-ins first
                             const parts = chainCmd.split(/\s+/);
                             const cmd = parts[0].toLowerCase();
                             const args = parts.slice(1);
-                            try {
-                                await this.security.checkAndRun(chainCmd);
-                            } catch(e) {
-                                this.terminal && this.terminal.print ? this.terminal.print('Error: ' + e.message, 'error') : console.error(e);
+                            if (self.commands[cmd]) {
+                                try {
+                                    this.markDirty();
+                                    await self.commands[cmd](args);
+                                    lastOk = true;
+                                } catch(e) {
+                                    this.print('Error: ' + e.message, 'error');
+                                    lastOk = false;
+                                }
+                            } else {
+                                try {
+                                    await this.security.checkAndRun(chainCmd);
+                                    lastOk = true;
+                                } catch(e) {
+                                    this.print('Error: ' + e.message, 'error');
+                                    lastOk = false;
+                                }
                             }
                         }
-                        lastOk = true;
                     }
                 }
             }
         };
         this.terminal._shellModule = this;
 
-        // Modify pipe chain to read _pipeInput for commands that support it
+        // Modify pipe chain to add pipe-aware injection and security checks
         const origPipeChain = this.terminal.executePipeChain.bind(this.terminal);
         this.terminal.executePipeChain = async function(pipeParts) {
             // Write pipe input from previous segment as temp file for next segment
@@ -251,6 +275,22 @@ class ShellModule {
                 const parts = cmdText.split(/\s+/);
                 const cmd = parts[0].toLowerCase();
                 let args = parts.slice(1);
+
+                // Security gate — replicate the original executePipeChain checks
+                const cls = this.security._classify(cmdText);
+                if (cls.destructive && this.security.level > 0) {
+                    this.print(`⚠️ Security: Destructive command "${cmd}" blocked in pipe at level ${this.security.level}`, 'error');
+                    return;
+                }
+                if (cls.system && this.security.level > 0) {
+                    this.print(`⚠️ Security: System command "${cmd}" blocked in pipe at level ${this.security.level}`, 'error');
+                    return;
+                }
+                if (!cls.known && this.security.level >= 2) {
+                    this.print(`⚠️ Security: Unknown command "${cmd}" blocked in pipe (paranoid mode)`, 'error');
+                    return;
+                }
+
                 this._pipeInput = pipeInput;
 
                 if (pipeInput !== null) {
@@ -265,16 +305,17 @@ class ShellModule {
                     }
                 }
 
-                if (i < pipeParts.length - 1) {
-                    pipeInput = await this.capturePipeOutput(cmd, args);
-                } else {
-                    await this.dispatchCommand(cmd, args);
-                }
-
-                // Clean up temp file
-                if (this.fs.readFile('__pipebuf__') !== null) {
-                    this.fs.root.content['__pipebuf__'] = undefined;
-                    delete this.fs.root.content['__pipebuf__'];
+                try {
+                    if (i < pipeParts.length - 1) {
+                        pipeInput = await this.capturePipeOutput(cmd, args);
+                    } else {
+                        await this.dispatchCommand(cmd, args);
+                    }
+                } finally {
+                    // Clean up temp file
+                    if (this.fs.readFile('__pipebuf__') !== null) {
+                        delete this.fs.root.content['__pipebuf__'];
+                    }
                 }
             }
             this._pipeInput = null;
@@ -307,10 +348,12 @@ class ShellModule {
 
     _splitChain(input) {
         // Split on && and ||, preserving operator info
+        // Operator is attached to the FOLLOWING segment (the one it guards)
         const parts = [];
         let current = '';
         let inQuote = false;
         let quoteChar = '';
+        let pendingOp = null;  // operator from previous split, applies to next segment
         let i = 0;
         while (i < input.length) {
             const ch = input[i];
@@ -319,16 +362,18 @@ class ShellModule {
             } else if (ch === quoteChar && inQuote) {
                 inQuote = false; quoteChar = ''; current += ch; i++;
             } else if (!inQuote && input.substring(i, i+2) === '&&') {
-                parts.push({ cmd: current.trim(), operator: '&&' });
+                parts.push({ cmd: current.trim(), operator: pendingOp });
+                pendingOp = '&&';
                 current = ''; i += 2;
             } else if (!inQuote && input.substring(i, i+2) === '||') {
-                parts.push({ cmd: current.trim(), operator: '||' });
+                parts.push({ cmd: current.trim(), operator: pendingOp });
+                pendingOp = '||';
                 current = ''; i += 2;
             } else {
                 current += ch; i++;
             }
         }
-        parts.push({ cmd: current.trim(), operator: null });
+        parts.push({ cmd: current.trim(), operator: pendingOp });
         return parts;
     }
 
@@ -351,7 +396,7 @@ class ShellModule {
                 inQuote = false; quoteChar = ''; current += ch; i++;
             } else if (!inQuote) {
                 if (input.substring(i, i+2) === '>>') {
-                    if (current.trim()) parts.push(current.trim());
+                    if (current.trim()) { parts.push(current.trim()); current = ''; }
                     hasRedirect = true;
                     redirectOp = '>>';
                     append = true;
@@ -366,7 +411,7 @@ class ShellModule {
                     if (i < input.length && (input[i] === '>' || input[i] === '<')) continue;
                     break;
                 } else if (input.substring(i, i+1) === '>') {
-                    if (current.trim()) parts.push(current.trim());
+                    if (current.trim()) { parts.push(current.trim()); current = ''; }
                     hasRedirect = true;
                     redirectOp = '>';
                     append = false;
@@ -380,7 +425,7 @@ class ShellModule {
                     if (i < input.length && (input[i] === '>' || input[i] === '<')) continue;
                     break;
                 } else if (input.substring(i, i+1) === '<') {
-                    if (current.trim()) parts.push(current.trim());
+                    if (current.trim()) { parts.push(current.trim()); current = ''; }
                     hasRedirect = true;
                     redirectOp = '<';
                     i += 1;
@@ -421,28 +466,38 @@ class ShellModule {
             const inputContent = fs.readFile(redirectFile);
             if (inputContent === null) {
                 this.terminal.print(`shell: ${redirectFile}: No such file`, 'error');
+                redirectInfo.exitOk = false;
                 return;
             }
             this.terminal._pipeInput = inputContent;
-            // Execute the command with pipe input available
-            const parts = cmdText.split(/\s+/);
-            const cmd = parts[0].toLowerCase();
-            const args = parts.slice(1);
-            // If command reads files, inject pipe content as temp file
-            if (this._isPipeAware(cmd)) {
-                fs.writeFile('__pipebuf__', inputContent);
-                const newArgs = [...args];
-                if (!newArgs.some(a => !a.startsWith('-'))) {
-                    newArgs.push('__pipebuf__');
-                }
-                await this.terminal.dispatchCommand(cmd, newArgs);
-                if (fs.readFile('__pipebuf__') !== null) {
-                    delete fs.root.content['__pipebuf__'];
+            try {
+                const parts = cmdText.split(/\s+/);
+                const cmd = parts[0].toLowerCase();
+                const args = parts.slice(1);
+                // If command reads files, inject pipe content as temp file
+                if (this._isPipeAware(cmd)) {
+                    fs.writeFile('__pipebuf__', inputContent);
+                    const newArgs = [...args];
+                    if (!newArgs.some(a => !a.startsWith('-'))) {
+                        newArgs.push('__pipebuf__');
+                    }
+                    try {
+                        await this.terminal.dispatchCommand(cmd, newArgs);
+                    } finally {
+                        if (fs.readFile('__pipebuf__') !== null) {
+                            delete fs.root.content['__pipebuf__'];
+                        }
+                    }
+                } else {
+                    await this.terminal.dispatchCommand(cmd, args);
                 }
-            } else {
-                await this.terminal.dispatchCommand(cmd, args);
+                redirectInfo.exitOk = true;
+            } catch(e) {
+                this.terminal.print('Error: ' + e.message, 'error');
+                redirectInfo.exitOk = false;
+            } finally {
+                this.terminal._pipeInput = null;
             }
-            this.terminal._pipeInput = null;
             return;
         }
 
@@ -450,42 +505,57 @@ class ShellModule {
         const originalPrint = this.terminal.print.bind(this.terminal);
         let output = '';
         this.terminal.print = (text, type) => { output += text + '\n'; };
+        let cmdOk = true;
 
-        // Check for pipes within the command before redirect
-        const pipeParts = this.terminal.splitPipe(cmdText);
-        if (pipeParts.length > 1) {
-            // Execute pipe chain manually to capture all output
-            let pipeInput = null;
-            for (let i = 0; i < pipeParts.length; i++) {
-                const pText = pipeParts[i];
-                const pParts = pText.split(/\s+/);
-                const pCmd = pParts[0].toLowerCase();
-                const pArgs = pParts.slice(1);
-                if (pipeInput !== null) {
-                    fs.writeFile('__pipebuf__', pipeInput);
-                }
-                if (i < pipeParts.length - 1) {
-                    const captPrint = this.terminal.print.bind(this.terminal);
-                    let capt = '';
-                    this.terminal.print = (t, ty) => { capt += t + '\n'; };
-                    await this.terminal.dispatchCommand(pCmd, pArgs);
-                    this.terminal.print = captPrint;
-                    pipeInput = capt.trim();
-                } else {
-                    await this.terminal.dispatchCommand(pCmd, pArgs);
-                }
-                if (fs.readFile('__pipebuf__') !== null) {
-                    delete fs.root.content['__pipebuf__'];
+        try {
+            // Check for pipes within the command before redirect
+            const pipeParts = this.terminal.splitPipe(cmdText);
+            if (pipeParts.length > 1) {
+                // Execute pipe chain manually to capture all output
+                let pipeInput = null;
+                for (let i = 0; i < pipeParts.length; i++) {
+                    const pText = pipeParts[i];
+                    const pParts = pText.split(/\s+/);
+                    const pCmd = pParts[0].toLowerCase();
+                    const pArgs = pParts.slice(1);
+                    if (pipeInput !== null) {
+                        fs.writeFile('__pipebuf__', pipeInput);
+                    }
+                    if (i < pipeParts.length - 1) {
+                        const captPrint = this.terminal.print.bind(this.terminal);
+                        let capt = '';
+                        this.terminal.print = (t, ty) => { capt += t + '\n'; };
+                        try {
+                            await this.terminal.dispatchCommand(pCmd, pArgs);
+                        } finally {
+                            this.terminal.print = captPrint;
+                        }
+                        pipeInput = capt.trim();
+                    } else {
+                        await this.terminal.dispatchCommand(pCmd, pArgs);
+                    }
+                    if (fs.readFile('__pipebuf__') !== null) {
+                        delete fs.root.content['__pipebuf__'];
+                    }
                 }
+            } else {
+                const parts = cmdText.split(/\s+/);
+                const cmd = parts[0].toLowerCase();
+                const args = parts.slice(1);
+                await this.terminal.dispatchCommand(cmd, args);
             }
-        } else {
-            const parts = cmdText.split(/\s+/);
-            const cmd = parts[0].toLowerCase();
-            const args = parts.slice(1);
-            await this.terminal.dispatchCommand(cmd, args);
+        } catch(e) {
+            cmdOk = false;
+            // Restore print before showing the error
+            this.terminal.print = originalPrint;
+            this.terminal.print('Error: ' + e.message, 'error');
+            redirectInfo.exitOk = false;
+            return;
+        } finally {
+            // Always restore print — critical: without this, terminal is permanently broken
+            this.terminal.print = originalPrint;
         }
 
-        this.terminal.print = originalPrint;
         const captured = output.trimEnd();
 
         if (captured) {
@@ -503,6 +573,7 @@ class ShellModule {
                 this.terminal.print(`Redirected (empty) to ${redirectFile}`, 'success');
             }
         }
+        redirectInfo.exitOk = cmdOk;
     }
 
     _isPipeAware(cmd) {
@@ -622,54 +693,66 @@ class ShellModule {
         const content = this.terminal.fs.readFile(path);
         if (content === null) return this.terminal.print(`script: ${path}: No such file`, 'error');
         this._scriptDepth++;
-        this.terminal.print(`Running script: ${path}`, 'info');
-        const lines = content.split('\n');
-        let lineNum = 0;
-        for (const rawLine of lines) {
-            lineNum++;
-            const line = rawLine.trim();
-            if (!line || line.startsWith('#')) continue;
-            // Run each line through the shell (by calling executeCommand directly)
-            // We need to manually call the wrapped executeCommand
-            this.terminal.print(`[${path}:${lineNum}] ${line}`, 'command-prompt');
-            // Parse inline: handle pipe, redirect, chain, sequence
-            const substituted = this._substituteVars(line);
-            const seqParts = this._splitSequence(substituted);
-            for (const seqPart of seqParts) {
-                if (!seqPart.trim()) continue;
-                const chainParts = this._splitChain(seqPart.trim());
-                let lastOk = true;
-                for (const chainPart of chainParts) {
-                    if (!chainPart.cmd.trim()) continue;
-                    if (chainPart.operator === '&&' && !lastOk) continue;
-                    if (chainPart.operator === '||' && lastOk) continue;
-                    const redirectInfo = this._extractRedirects(chainPart.cmd);
-                    if (redirectInfo.hasRedirect) {
-                        await this._executeWithRedirect(redirectInfo);
-                        lastOk = redirectInfo.exitOk;
-                    } else {
-                        const pipeParts = this.terminal.splitPipe(chainPart.cmd);
-                        if (pipeParts.length > 1) {
-                            await this.terminal.executePipeChain(pipeParts);
+        try {
+            this.terminal.print(`Running script: ${path}`, 'info');
+            const lines = content.split('\n');
+            let lineNum = 0;
+            for (const rawLine of lines) {
+                lineNum++;
+                const line = rawLine.trim();
+                if (!line || line.startsWith('#')) continue;
+                this.terminal.print(`[${path}:${lineNum}] ${line}`, 'command-prompt');
+                const substituted = this._substituteVars(line);
+                const seqParts = this._splitSequence(substituted);
+                for (const seqPart of seqParts) {
+                    if (!seqPart.trim()) continue;
+                    const chainParts = this._splitChain(seqPart.trim());
+                    let lastOk = true;
+                    for (const chainPart of chainParts) {
+                        if (!chainPart.cmd.trim()) continue;
+                        if (chainPart.operator === '&&' && !lastOk) continue;
+                        if (chainPart.operator === '||' && lastOk) continue;
+                        const redirectInfo = this._extractRedirects(chainPart.cmd);
+                        if (redirectInfo.hasRedirect) {
+                            await this._executeWithRedirect(redirectInfo);
+                            lastOk = redirectInfo.exitOk;
                         } else {
-                            const parts = chainPart.cmd.split(/\s+/);
-                            const cmd = parts[0].toLowerCase();
-                            const args = parts.slice(1);
-                            // Check if it's our built-in command
-                            if (this.commands[cmd]) {
-                                this.terminal.markDirty();
-                                await this.commands[cmd](args);
+                            const pipeParts = this.terminal.splitPipe(chainPart.cmd);
+                            if (pipeParts.length > 1) {
+                                await this.terminal.executePipeChain(pipeParts);
                             } else {
-                                await this.terminal.security.checkAndRun(chainPart.cmd);
+                                const parts = chainPart.cmd.split(/\s+/);
+                                const cmd = parts[0].toLowerCase();
+                                const args = parts.slice(1);
+                                // Check if it's a shell built-in command
+                                if (this.commands[cmd]) {
+                                    try {
+                                        this.terminal.markDirty();
+                                        await this.commands[cmd](args);
+                                        lastOk = true;
+                                    } catch(e) {
+                                        this.terminal.print('Error: ' + e.message, 'error');
+                                        lastOk = false;
+                                    }
+                                } else {
+                                    try {
+                                        await this.terminal.security.checkAndRun(chainPart.cmd);
+                                        lastOk = true;
+                                    } catch(e) {
+                                        this.terminal.print('Error: ' + e.message, 'error');
+                                        lastOk = false;
+                                    }
+                                }
                             }
                         }
-                        lastOk = true;
                     }
                 }
             }
+            this.terminal.print(`Script ${path} completed (${lineNum} lines)`, 'success');
+        } finally {
+            // Always decrement — even on error or thrown exception
+            this._scriptDepth--;
         }
-        this._scriptDepth--;
-        this.terminal.print(`Script ${path} completed (${lineNum} lines)`, 'success');
     }
 }
 if (typeof window.webx11 !== 'undefined' && window.webx11) {
diff --git a/modules/ext/shell.js b/modules/ext/shell.js
index 55d66de..80bc841 100644
--- a/modules/ext/shell.js
+++ b/modules/ext/shell.js
@@ -50,7 +50,18 @@ class ShellModule {
             if (!rawInput.trim()) return;
             this.markDirty();
             this.printUserPrompt(rawInput);
-            
+
+            // Save to command history (preserved from original executeCommand)
+            const cmdRaw = rawInput.trim();
+            if (this.history.length === 0 || this.history[this.history.length - 1] !== cmdRaw) {
+                this.history.push(cmdRaw);
+            }
+            if (this.history.length > this._historyCap) {
+                this.history = this.history.slice(-this._historyCap);
+            }
+            this.historyIndex = this.history.length;
+            this._saveCommandHistory();
+
             // For simple single-word commands without special chars, skip shell parsing
             if (/^[a-zA-Z0-9._\/-]+$/.test(rawInput.trim()) && !rawInput.includes(' ') && !rawInput.includes('$')) {
                 try {
@@ -60,19 +71,20 @@ class ShellModule {
                     return;
                 }
             }
-            
+
             // Substitute variables in the raw input
             const substituted = self._substituteVars(rawInput);
             // Split on ; first (sequence)
             const seqParts = self._splitSequence(substituted);
             for (const seqPart of seqParts) {
                 if (!seqPart.trim()) continue;
-                // Split on && and ||
+                // Split on && and || — operator now attached to the FOLLOWING segment
                 const chainParts = self._splitChain(seqPart.trim());
                 let lastOk = true;
                 for (const chainPart of chainParts) {
                     if (!chainPart.cmd.trim()) continue;
                     const { cmd: chainCmd, operator } = chainPart;
+                    // Check the operator that PRECEDES this command
                     if (operator === '&&' && !lastOk) continue;
                     if (operator === '||' && lastOk) continue;
                     // Check for redirects
@@ -83,28 +95,40 @@ class ShellModule {
                         lastOk = redirectInfo.exitOk;
                     } else {
                         // Normal or piped command
-                        const pipeParts = self.terminal.splitPipe(chainCmd);
+                        const pipeParts = this.splitPipe(chainCmd);
                         if (pipeParts.length > 1) {
-                            await self.terminal.executePipeChain(pipeParts);
+                            await this.executePipeChain(pipeParts);
                         } else {
-                            // Single command
+                            // Single command — check for shell built-ins first
                             const parts = chainCmd.split(/\s+/);
                             const cmd = parts[0].toLowerCase();
                             const args = parts.slice(1);
-                            try {
-                                await this.security.checkAndRun(chainCmd);
-                            } catch(e) {
-                                this.terminal && this.terminal.print ? this.terminal.print('Error: ' + e.message, 'error') : console.error(e);
+                            if (self.commands[cmd]) {
+                                try {
+                                    this.markDirty();
+                                    await self.commands[cmd](args);
+                                    lastOk = true;
+                                } catch(e) {
+                                    this.print('Error: ' + e.message, 'error');
+                                    lastOk = false;
+                                }
+                            } else {
+                                try {
+                                    await this.security.checkAndRun(chainCmd);
+                                    lastOk = true;
+                                } catch(e) {
+                                    this.print('Error: ' + e.message, 'error');
+                                    lastOk = false;
+                                }
                             }
                         }
-                        lastOk = true;
                     }
                 }
             }
         };
         this.terminal._shellModule = this;
 
-        // Modify pipe chain to read _pipeInput for commands that support it
+        // Modify pipe chain to add pipe-aware injection and security checks
         const origPipeChain = this.terminal.executePipeChain.bind(this.terminal);
         this.terminal.executePipeChain = async function(pipeParts) {
             // Write pipe input from previous segment as temp file for next segment
@@ -115,6 +139,22 @@ class ShellModule {
                 const parts = cmdText.split(/\s+/);
                 const cmd = parts[0].toLowerCase();
                 let args = parts.slice(1);
+
+                // Security gate — replicate the original executePipeChain checks
+                const cls = this.security._classify(cmdText);
+                if (cls.destructive && this.security.level > 0) {
+                    this.print(`⚠️ Security: Destructive command "${cmd}" blocked in pipe at level ${this.security.level}`, 'error');
+                    return;
+                }
+                if (cls.system && this.security.level > 0) {
+                    this.print(`⚠️ Security: System command "${cmd}" blocked in pipe at level ${this.security.level}`, 'error');
+                    return;
+                }
+                if (!cls.known && this.security.level >= 2) {
+                    this.print(`⚠️ Security: Unknown command "${cmd}" blocked in pipe (paranoid mode)`, 'error');
+                    return;
+                }
+
                 this._pipeInput = pipeInput;
 
                 if (pipeInput !== null) {
@@ -129,16 +169,17 @@ class ShellModule {
                     }
                 }
 
-                if (i < pipeParts.length - 1) {
-                    pipeInput = await this.capturePipeOutput(cmd, args);
-                } else {
-                    await this.dispatchCommand(cmd, args);
-                }
-
-                // Clean up temp file
-                if (this.fs.readFile('__pipebuf__') !== null) {
-                    this.fs.root.content['__pipebuf__'] = undefined;
-                    delete this.fs.root.content['__pipebuf__'];
+                try {
+                    if (i < pipeParts.length - 1) {
+                        pipeInput = await this.capturePipeOutput(cmd, args);
+                    } else {
+                        await this.dispatchCommand(cmd, args);
+                    }
+                } finally {
+                    // Clean up temp file
+                    if (this.fs.readFile('__pipebuf__') !== null) {
+                        delete this.fs.root.content['__pipebuf__'];
+                    }
                 }
             }
             this._pipeInput = null;
@@ -171,10 +212,12 @@ class ShellModule {
 
     _splitChain(input) {
         // Split on && and ||, preserving operator info
+        // Operator is attached to the FOLLOWING segment (the one it guards)
         const parts = [];
         let current = '';
         let inQuote = false;
         let quoteChar = '';
+        let pendingOp = null;  // operator from previous split, applies to next segment
         let i = 0;
         while (i < input.length) {
             const ch = input[i];
@@ -183,16 +226,18 @@ class ShellModule {
             } else if (ch === quoteChar && inQuote) {
                 inQuote = false; quoteChar = ''; current += ch; i++;
             } else if (!inQuote && input.substring(i, i+2) === '&&') {
-                parts.push({ cmd: current.trim(), operator: '&&' });
+                parts.push({ cmd: current.trim(), operator: pendingOp });
+                pendingOp = '&&';
                 current = ''; i += 2;
             } else if (!inQuote && input.substring(i, i+2) === '||') {
-                parts.push({ cmd: current.trim(), operator: '||' });
+                parts.push({ cmd: current.trim(), operator: pendingOp });
+                pendingOp = '||';
                 current = ''; i += 2;
             } else {
                 current += ch; i++;
             }
         }
-        parts.push({ cmd: current.trim(), operator: null });
+        parts.push({ cmd: current.trim(), operator: pendingOp });
         return parts;
     }
 
@@ -215,7 +260,7 @@ class ShellModule {
                 inQuote = false; quoteChar = ''; current += ch; i++;
             } else if (!inQuote) {
                 if (input.substring(i, i+2) === '>>') {
-                    if (current.trim()) parts.push(current.trim());
+                    if (current.trim()) { parts.push(current.trim()); current = ''; }
                     hasRedirect = true;
                     redirectOp = '>>';
                     append = true;
@@ -230,7 +275,7 @@ class ShellModule {
                     if (i < input.length && (input[i] === '>' || input[i] === '<')) continue;
                     break;
                 } else if (input.substring(i, i+1) === '>') {
-                    if (current.trim()) parts.push(current.trim());
+                    if (current.trim()) { parts.push(current.trim()); current = ''; }
                     hasRedirect = true;
                     redirectOp = '>';
                     append = false;
@@ -244,7 +289,7 @@ class ShellModule {
                     if (i < input.length && (input[i] === '>' || input[i] === '<')) continue;
                     break;
                 } else if (input.substring(i, i+1) === '<') {
-                    if (current.trim()) parts.push(current.trim());
+                    if (current.trim()) { parts.push(current.trim()); current = ''; }
                     hasRedirect = true;
                     redirectOp = '<';
                     i += 1;
@@ -285,28 +330,38 @@ class ShellModule {
             const inputContent = fs.readFile(redirectFile);
             if (inputContent === null) {
                 this.terminal.print(`shell: ${redirectFile}: No such file`, 'error');
+                redirectInfo.exitOk = false;
                 return;
             }
             this.terminal._pipeInput = inputContent;
-            // Execute the command with pipe input available
-            const parts = cmdText.split(/\s+/);
-            const cmd = parts[0].toLowerCase();
-            const args = parts.slice(1);
-            // If command reads files, inject pipe content as temp file
-            if (this._isPipeAware(cmd)) {
-                fs.writeFile('__pipebuf__', inputContent);
-                const newArgs = [...args];
-                if (!newArgs.some(a => !a.startsWith('-'))) {
-                    newArgs.push('__pipebuf__');
-                }
-                await this.terminal.dispatchCommand(cmd, newArgs);
-                if (fs.readFile('__pipebuf__') !== null) {
-                    delete fs.root.content['__pipebuf__'];
+            try {
+                const parts = cmdText.split(/\s+/);
+                const cmd = parts[0].toLowerCase();
+                const args = parts.slice(1);
+                // If command reads files, inject pipe content as temp file
+                if (this._isPipeAware(cmd)) {
+                    fs.writeFile('__pipebuf__', inputContent);
+                    const newArgs = [...args];
+                    if (!newArgs.some(a => !a.startsWith('-'))) {
+                        newArgs.push('__pipebuf__');
+                    }
+                    try {
+                        await this.terminal.dispatchCommand(cmd, newArgs);
+                    } finally {
+                        if (fs.readFile('__pipebuf__') !== null) {
+                            delete fs.root.content['__pipebuf__'];
+                        }
+                    }
+                } else {
+                    await this.terminal.dispatchCommand(cmd, args);
                 }
-            } else {
-                await this.terminal.dispatchCommand(cmd, args);
+                redirectInfo.exitOk = true;
+            } catch(e) {
+                this.terminal.print('Error: ' + e.message, 'error');
+                redirectInfo.exitOk = false;
+            } finally {
+                this.terminal._pipeInput = null;
             }
-            this.terminal._pipeInput = null;
             return;
         }
 
@@ -314,42 +369,57 @@ class ShellModule {
         const originalPrint = this.terminal.print.bind(this.terminal);
         let output = '';
         this.terminal.print = (text, type) => { output += text + '\n'; };
+        let cmdOk = true;
 
-        // Check for pipes within the command before redirect
-        const pipeParts = this.terminal.splitPipe(cmdText);
-        if (pipeParts.length > 1) {
-            // Execute pipe chain manually to capture all output
-            let pipeInput = null;
-            for (let i = 0; i < pipeParts.length; i++) {
-                const pText = pipeParts[i];
-                const pParts = pText.split(/\s+/);
-                const pCmd = pParts[0].toLowerCase();
-                const pArgs = pParts.slice(1);
-                if (pipeInput !== null) {
-                    fs.writeFile('__pipebuf__', pipeInput);
-                }
-                if (i < pipeParts.length - 1) {
-                    const captPrint = this.terminal.print.bind(this.terminal);
-                    let capt = '';
-                    this.terminal.print = (t, ty) => { capt += t + '\n'; };
-                    await this.terminal.dispatchCommand(pCmd, pArgs);
-                    this.terminal.print = captPrint;
-                    pipeInput = capt.trim();
-                } else {
-                    await this.terminal.dispatchCommand(pCmd, pArgs);
-                }
-                if (fs.readFile('__pipebuf__') !== null) {
-                    delete fs.root.content['__pipebuf__'];
+        try {
+            // Check for pipes within the command before redirect
+            const pipeParts = this.terminal.splitPipe(cmdText);
+            if (pipeParts.length > 1) {
+                // Execute pipe chain manually to capture all output
+                let pipeInput = null;
+                for (let i = 0; i < pipeParts.length; i++) {
+                    const pText = pipeParts[i];
+                    const pParts = pText.split(/\s+/);
+                    const pCmd = pParts[0].toLowerCase();
+                    const pArgs = pParts.slice(1);
+                    if (pipeInput !== null) {
+                        fs.writeFile('__pipebuf__', pipeInput);
+                    }
+                    if (i < pipeParts.length - 1) {
+                        const captPrint = this.terminal.print.bind(this.terminal);
+                        let capt = '';
+                        this.terminal.print = (t, ty) => { capt += t + '\n'; };
+                        try {
+                            await this.terminal.dispatchCommand(pCmd, pArgs);
+                        } finally {
+                            this.terminal.print = captPrint;
+                        }
+                        pipeInput = capt.trim();
+                    } else {
+                        await this.terminal.dispatchCommand(pCmd, pArgs);
+                    }
+                    if (fs.readFile('__pipebuf__') !== null) {
+                        delete fs.root.content['__pipebuf__'];
+                    }
                 }
+            } else {
+                const parts = cmdText.split(/\s+/);
+                const cmd = parts[0].toLowerCase();
+                const args = parts.slice(1);
+                await this.terminal.dispatchCommand(cmd, args);
             }
-        } else {
-            const parts = cmdText.split(/\s+/);
-            const cmd = parts[0].toLowerCase();
-            const args = parts.slice(1);
-            await this.terminal.dispatchCommand(cmd, args);
+        } catch(e) {
+            cmdOk = false;
+            // Restore print before showing the error
+            this.terminal.print = originalPrint;
+            this.terminal.print('Error: ' + e.message, 'error');
+            redirectInfo.exitOk = false;
+            return;
+        } finally {
+            // Always restore print — critical: without this, terminal is permanently broken
+            this.terminal.print = originalPrint;
         }
 
-        this.terminal.print = originalPrint;
         const captured = output.trimEnd();
 
         if (captured) {
@@ -367,6 +437,7 @@ class ShellModule {
                 this.terminal.print(`Redirected (empty) to ${redirectFile}`, 'success');
             }
         }
+        redirectInfo.exitOk = cmdOk;
     }
 
     _isPipeAware(cmd) {
@@ -486,54 +557,66 @@ class ShellModule {
         const content = this.terminal.fs.readFile(path);
         if (content === null) return this.terminal.print(`script: ${path}: No such file`, 'error');
         this._scriptDepth++;
-        this.terminal.print(`Running script: ${path}`, 'info');
-        const lines = content.split('\n');
-        let lineNum = 0;
-        for (const rawLine of lines) {
-            lineNum++;
-            const line = rawLine.trim();
-            if (!line || line.startsWith('#')) continue;
-            // Run each line through the shell (by calling executeCommand directly)
-            // We need to manually call the wrapped executeCommand
-            this.terminal.print(`[${path}:${lineNum}] ${line}`, 'command-prompt');
-            // Parse inline: handle pipe, redirect, chain, sequence
-            const substituted = this._substituteVars(line);
-            const seqParts = this._splitSequence(substituted);
-            for (const seqPart of seqParts) {
-                if (!seqPart.trim()) continue;
-                const chainParts = this._splitChain(seqPart.trim());
-                let lastOk = true;
-                for (const chainPart of chainParts) {
-                    if (!chainPart.cmd.trim()) continue;
-                    if (chainPart.operator === '&&' && !lastOk) continue;
-                    if (chainPart.operator === '||' && lastOk) continue;
-                    const redirectInfo = this._extractRedirects(chainPart.cmd);
-                    if (redirectInfo.hasRedirect) {
-                        await this._executeWithRedirect(redirectInfo);
-                        lastOk = redirectInfo.exitOk;
-                    } else {
-                        const pipeParts = this.terminal.splitPipe(chainPart.cmd);
-                        if (pipeParts.length > 1) {
-                            await this.terminal.executePipeChain(pipeParts);
+        try {
+            this.terminal.print(`Running script: ${path}`, 'info');
+            const lines = content.split('\n');
+            let lineNum = 0;
+            for (const rawLine of lines) {
+                lineNum++;
+                const line = rawLine.trim();
+                if (!line || line.startsWith('#')) continue;
+                this.terminal.print(`[${path}:${lineNum}] ${line}`, 'command-prompt');
+                const substituted = this._substituteVars(line);
+                const seqParts = this._splitSequence(substituted);
+                for (const seqPart of seqParts) {
+                    if (!seqPart.trim()) continue;
+                    const chainParts = this._splitChain(seqPart.trim());
+                    let lastOk = true;
+                    for (const chainPart of chainParts) {
+                        if (!chainPart.cmd.trim()) continue;
+                        if (chainPart.operator === '&&' && !lastOk) continue;
+                        if (chainPart.operator === '||' && lastOk) continue;
+                        const redirectInfo = this._extractRedirects(chainPart.cmd);
+                        if (redirectInfo.hasRedirect) {
+                            await this._executeWithRedirect(redirectInfo);
+                            lastOk = redirectInfo.exitOk;
                         } else {
-                            const parts = chainPart.cmd.split(/\s+/);
-                            const cmd = parts[0].toLowerCase();
-                            const args = parts.slice(1);
-                            // Check if it's our built-in command
-                            if (this.commands[cmd]) {
-                                this.terminal.markDirty();
-                                await this.commands[cmd](args);
+                            const pipeParts = this.terminal.splitPipe(chainPart.cmd);
+                            if (pipeParts.length > 1) {
+                                await this.terminal.executePipeChain(pipeParts);
                             } else {
-                                await this.terminal.security.checkAndRun(chainPart.cmd);
+                                const parts = chainPart.cmd.split(/\s+/);
+                                const cmd = parts[0].toLowerCase();
+                                const args = parts.slice(1);
+                                // Check if it's a shell built-in command
+                                if (this.commands[cmd]) {
+                                    try {
+                                        this.terminal.markDirty();
+                                        await this.commands[cmd](args);
+                                        lastOk = true;
+                                    } catch(e) {
+                                        this.terminal.print('Error: ' + e.message, 'error');
+                                        lastOk = false;
+                                    }
+                                } else {
+                                    try {
+                                        await this.terminal.security.checkAndRun(chainPart.cmd);
+                                        lastOk = true;
+                                    } catch(e) {
+                                        this.terminal.print('Error: ' + e.message, 'error');
+                                        lastOk = false;
+                                    }
+                                }
                             }
                         }
-                        lastOk = true;
                     }
                 }
             }
+            this.terminal.print(`Script ${path} completed (${lineNum} lines)`, 'success');
+        } finally {
+            // Always decrement — even on error or thrown exception
+            this._scriptDepth--;
         }
-        this._scriptDepth--;
-        this.terminal.print(`Script ${path} completed (${lineNum} lines)`, 'success');
     }
 }
 if (typeof window.webx11 !== 'undefined' && window.webx11) {
diff --git a/modules/ext/skill-pack-core.js b/modules/ext/skill-pack-core.js
index 455a7f4..f204e70 100644
--- a/modules/ext/skill-pack-core.js
+++ b/modules/ext/skill-pack-core.js
@@ -35,6 +35,10 @@ class SkillPackCoreModule {
             'skill-export': 'skill-export <name> — Export a skill as JSON',
             'skill-import': 'skill-import <json> — Import a skill from JSON string',
             'skill-sync': 'skill-sync — Rebuild skills index from /skills/ directory',
+            'learn-skill': 'learn-skill <topic> — Reflect on topic, draft a skill from experience',
+            'skill-validate': 'skill-validate <name> — Validate skill structure and get confidence score',
+            'skill-audit': 'skill-audit — Audit skills for stale, duplicate, and broken references',
+            'skill-restore': 'skill-restore <name> — Restore an archived skill',
             'skill-webdav-sync': 'skill-webdav-sync — Push all skills to WebDAV as JSON files',
         };
     }
@@ -528,6 +532,11 @@ class SkillPackCoreModule {
         this.commands['skill-export'] = (args) => this._cmdSkillExport(args);
         this.commands['skill-import'] = (args) => this._cmdSkillImport(args);
         this.commands['skill-sync'] = () => this._cmdSkillSync();
+        // v4.5.90: Agent Skills — learn, validate, audit, restore
+        this.commands['learn-skill'] = (args) => this._cmdLearnSkill(args);
+        this.commands['skill-validate'] = (args) => this._cmdSkillValidate(args);
+        this.commands['skill-audit'] = () => this._cmdSkillAudit();
+        this.commands['skill-restore'] = (args) => this._cmdSkillRestore(args);
         this.commands['skill-webdav-sync'] = () => this._cmdSkillWebdavSync();
     }
     // ── Skill Commands ──
@@ -574,6 +583,9 @@ class SkillPackCoreModule {
             this.terminal.print(line, '');
         }
         this.terminal.print(`=== End ${name} ===`, 'info');
+        // v4.5.90: Record skill use for decay tracking
+        const mg = this.terminal?.moduleManager?.modules?.['MemoryGraphModule'];
+        if (mg && typeof mg.recordSkillUse === 'function') mg.recordSkillUse(name, true);
     }
 
     _cmdSkillCreate(args) {
@@ -846,6 +858,292 @@ class SkillPackCoreModule {
         }
         this._seeded = true;
     }
+
+    // ── v4.5.90: Agent Skills ──
+
+    _cmdLearnSkill(args) {
+        if (!args || args.length === 0) return this.terminal.print('Usage: learn-skill <topic>', 'warning');
+        const topic = args.join(' ');
+        this.terminal.print('🧠 Reflecting on: ' + topic + '...', 'info');
+
+        // 1. Pull context from memgraph
+        const mg = this.terminal?.moduleManager?.modules?.['MemoryGraphModule'];
+        let graphNodes = [];
+        if (mg) {
+            graphNodes = mg.findNodes(topic) || [];
+            this.terminal.print('  📊 Found ' + graphNodes.length + ' graph nodes matching topic', 'info');
+        }
+
+        // 2. Pull recent sessions
+        const fs = this.terminal.fs;
+        let sessionInsights = [];
+        try {
+            const memDir = fs.readDir('/memory/') || [];
+            // v4.5.90b fix: readDir returns objects, filter to .json files (P0 from review)
+            const recent = memDir.filter(function(e) { return e.type === 'file' && e.name.endsWith('.json'); }).slice(-3);
+            for (const f of recent) {
+                const data = fs.fsReadJSON('/memory/' + f.name);
+                if (data && data.summary) sessionInsights.push(data.summary);
+            }
+        } catch (_) {}
+        this.terminal.print('  📅 Loaded ' + sessionInsights.length + ' recent sessions', 'info');
+
+        // 3. Pull existing skills
+        const index = fs.fsReadJSON('/skills/index.json') || {};
+        const skillNames = Object.keys(index).filter(function(n) {
+            return n.toLowerCase().includes(topic.toLowerCase().split(' ')[0]);
+        });
+        this.terminal.print('  📚 Found ' + skillNames.length + ' related skills', 'info');
+
+        // 4. Draft skill
+        const draft = this._draftSkill(topic, graphNodes, sessionInsights, skillNames);
+        this.terminal.print('', '');
+        this.terminal.print('📝 Draft skill:', 'header');
+        const lines = draft.split('\n');
+        for (const line of lines) this.terminal.print(line, '');
+        this.terminal.print('', '');
+
+        // 5. Validate
+        const validation = this._validateSkillContent(draft);
+        if (validation.errors.length > 0) {
+            this.terminal.print('❌ Validation errors:', 'error');
+            for (const e of validation.errors) this.terminal.print('  • ' + e, 'error');
+            this.terminal.print('Fix the issues and use skill-create to save manually.', 'info');
+            return;
+        }
+        this.terminal.print('✅ Validation passed. Confidence: ' + validation.confidence.toFixed(2), 'success');
+
+        // 6. Propose
+        this.terminal.print('Ship this skill? Use: skill-create ' + topic.replace(/\s+/g, '-') + ' "<desc>" "<content>"', 'info');
+        this.terminal.print('Or discard and continue.', 'text-muted');
+    }
+
+    _draftSkill(topic, graphNodes, sessions, existingSkills) {
+        var lines = [];
+        lines.push('---');
+        lines.push('name: ' + topic.toLowerCase().replace(/\s+/g, '-'));
+        lines.push('description: ' + topic + ' — auto-drafted from agent experience');
+        lines.push('tags: [auto-learned, ' + topic.toLowerCase().split(' ')[0] + ']');
+        lines.push('---');
+        lines.push('');
+        lines.push('# ' + topic);
+        lines.push('');
+        lines.push('## Steps');
+        lines.push('');
+        // Generate steps from graph node patterns
+        var stepNum = 1;
+        if (graphNodes && graphNodes.length > 0) {
+            for (var n of graphNodes.slice(0, 5)) {
+                lines.push(stepNum + '. ' + n.label + ' (type: ' + n.type + ', uses: ' + (n.access_count || 1) + ')');
+                stepNum++;
+            }
+        } else {
+            lines.push('1. Identify the core ' + topic + ' workflow');
+            lines.push('2. Check for existing tools and modules');
+            lines.push('3. Execute the task step by step');
+            lines.push('4. Record results in memory graph');
+        }
+        if (sessions && sessions.length > 0) {
+            lines.push('');
+            lines.push('## Insights from Recent Sessions');
+            for (var s of sessions.slice(0, 3)) {
+                lines.push('- ' + s.substring(0, 100));
+            }
+        }
+        if (existingSkills && existingSkills.length > 0) {
+            lines.push('');
+            lines.push('## Related Skills');
+            for (var sk of existingSkills) lines.push('- skill-view ' + sk);
+        }
+        lines.push('');
+        lines.push('## Pitfalls');
+        lines.push('- This skill was auto-drafted — validate before relying on it');
+        return lines.join('\n');
+    }
+
+    _cmdSkillValidate(args) {
+        if (!args || args.length === 0) return this.terminal.print('Usage: skill-validate <name>', 'warning');
+        const name = args[0].replace(/\.md$/, '');
+        const fs = this.terminal.fs;
+        const content = fs.readFile('/skills/' + name + '.md');
+        if (!content) return this.terminal.print('Skill not found: ' + name, 'error');
+
+        const result = this._validateSkillContent(content);
+        this.terminal.print('📊 Validation: ' + name, 'header');
+        if (result.errors.length === 0) {
+            this.terminal.print('  ✅ Valid', 'success');
+        } else {
+            this.terminal.print('  ❌ ' + result.errors.length + ' error(s):', 'error');
+            for (var e of result.errors) this.terminal.print('    • ' + e, 'error');
+        }
+        if (result.warnings.length > 0) {
+            this.terminal.print('  ⚠️ ' + result.warnings.length + ' warning(s):', 'warning');
+            for (var w of result.warnings) this.terminal.print('    • ' + w, 'warning');
+        }
+        this.terminal.print('  📈 Confidence: ' + result.confidence.toFixed(2), 'info');
+    }
+
+    _validateSkillContent(content) {
+        var errors = [];
+        var warnings = [];
+        var confidence = 0;
+
+        // v4.5.90b fix: Normalize CRLF to LF (P2 from review)
+        content = content.replace(/\r\n/g, '\n');
+
+        // Check YAML frontmatter
+        var fmMatch = content.match(/^---\n([\s\S]*?)\n---/);
+        if (!fmMatch) {
+            errors.push('Missing YAML frontmatter (--- ... ---)');
+        } else {
+            var fm = fmMatch[1];
+            if (!fm.match(/^name:\s*\S+/m)) errors.push('Missing "name" field in frontmatter');
+            if (!fm.match(/^description:\s*\S+/m)) errors.push('Missing "description" field in frontmatter');
+            var nameMatch = fm.match(/^name:\s*(\S+)/m);
+            if (nameMatch && !nameMatch[1].match(/^[a-z0-9-]+$/)) {
+                errors.push('Name must be kebab-case (lowercase, hyphens, numbers only)');
+            }
+            var tagsMatch = fm.match(/^tags:\s*\[(.+)\]/m);
+            if (tagsMatch && !tagsMatch[1].trim()) warnings.push('Tags field is empty');
+        }
+
+        // Check for ## Steps heading
+        if (!content.match(/##\s+Steps/i)) {
+            errors.push('Missing "## Steps" heading');
+        } else {
+            // Check for at least 1 numbered step
+            var steps = content.match(/^\d+\.\s+/gm);
+            if (!steps || steps.length === 0) errors.push('No numbered steps found under ## Steps');
+        }
+
+        // Check broken skill-view references
+        var refMatches = content.match(/skill-view\s+(\S+)/g) || [];
+        var fs = this.terminal.fs;
+        for (var ref of refMatches) {
+            var refName = ref.replace(/skill-view\s+/, '').replace(/\.md$/, '');
+            if (fs && !fs.readFile('/skills/' + refName + '.md')) {
+                warnings.push('Broken skill-view reference: ' + refName);
+            }
+        }
+
+        // v4.5.90b fix: Confidence = success_rate × (uses / (uses + 5)) — saturates at ~5 perfect uses, discriminates better (P2 from review)
+        var index = fs ? (fs.fsReadJSON('/skills/index.json') || {}) : {};
+        var fmName = fmMatch ? fmMatch[1].match(/^name:\s*(\S+)/m) : null;
+        var skillName = fmName ? fmName[1] : '';
+        var stats = index[skillName] || {};
+        var uses = stats.useCount || 0;
+        var successes = stats.successCount || 0;
+        if (uses > 0) {
+            var successRate = successes / uses;
+            confidence = successRate * (uses / (uses + 5));
+        }
+
+        return { valid: errors.length === 0, errors: errors, warnings: warnings, confidence: Math.min(confidence, 1.0) };
+    }
+
+    _cmdSkillAudit() {
+        const fs = this.terminal.fs;
+        const index = fs.fsReadJSON('/skills/index.json') || {};
+        const allNames = Object.keys(index);
+        const now = Date.now();
+
+        var stale = [];
+        var duplicates = [];
+        var brokenRefs = 0;
+
+        // 1. Stale check
+        const mg = this.terminal?.moduleManager?.modules?.['MemoryGraphModule'];
+        var staleSkills = [];
+        if (mg && typeof mg.getStaleSkills === 'function') {
+            staleSkills = mg.getStaleSkills();
+        }
+        for (var s of staleSkills) {
+            if (!index[s.name] || index[s.name].immune) continue;
+            stale.push(s.name + ' (' + s.daysUnused + 'd unused)');
+        }
+
+        // 2. Duplicate check (simple Levenshtein on name)
+        const auditCap = 200;
+        const auditNames = allNames.slice(0, auditCap);
+        for (var i = 0; i < auditNames.length; i++) {
+            for (var j = i + 1; j < auditNames.length; j++) {
+                if (this._levenshtein(auditNames[i], auditNames[j]) <= 2) {
+                    duplicates.push(auditNames[i] + ' ≈ ' + auditNames[j]);
+                }
+            }
+        }
+        if (allNames.length > auditCap) {
+            warnings.push('Duplicate check only scanned first ' + auditCap + ' of ' + allNames.length + ' skills');
+        }
+
+        // 3. Reference check
+        for (var name of allNames) {
+            var content = fs.readFile('/skills/' + name + '.md');
+            if (!content) continue;
+            var refs = content.match(/skill-view\s+(\S+)/g) || [];
+            for (var ref of refs) {
+                var refName = ref.replace(/skill-view\s+/, '').replace(/\.md$/, '');
+                if (!fs.readFile('/skills/' + refName + '.md')) brokenRefs++;
+            }
+        }
+
+        var healthy = allNames.length - stale.length;
+        this.terminal.print('📊 Skill Audit', 'header');
+        this.terminal.print('────────────────────────────────', 'text-muted');
+        this.terminal.print('Total skills:   ' + allNames.length, 'info');
+        this.terminal.print('Healthy:        ' + healthy, 'success');
+        this.terminal.print('Stale:          ' + stale.length + (stale.length > 0 ? '  (' + stale.join(', ') + ')' : ''), stale.length > 0 ? 'warning' : 'info');
+        this.terminal.print('Duplicates:     ' + duplicates.length + (duplicates.length > 0 ? '  (' + duplicates.join(', ') + ')' : ''), duplicates.length > 0 ? 'warning' : 'info');
+        this.terminal.print('Broken refs:    ' + brokenRefs, brokenRefs > 0 ? 'error' : 'info');
+        this.terminal.print('', '');
+
+        if (stale.length > 0 || duplicates.length > 0 || brokenRefs > 0) {
+            this.terminal.print('Suggestions:', 'info');
+            for (var st of stale) this.terminal.print('• Archive ' + st, 'warning');
+            for (var dup of duplicates) this.terminal.print('• Merge ' + dup, 'warning');
+            if (brokenRefs > 0) this.terminal.print('• Fix ' + brokenRefs + ' broken reference(s)', 'warning');
+        } else {
+            this.terminal.print('✅ All skills healthy', 'success');
+        }
+    }
+
+    _cmdSkillRestore(args) {
+        if (!args || args.length === 0) return this.terminal.print('Usage: skill-restore <name>', 'warning');
+        const name = args[0].replace(/\.md$/, '');
+        const fs = this.terminal.fs;
+        if (!fs.readDir('/skills/.archive/')) return this.terminal.print('No archive directory found', 'error');
+        const content = fs.readFile('/skills/.archive/' + name + '.md');
+        if (!content) return this.terminal.print('Skill not found in archive: ' + name, 'error');
+        // v4.5.90b fix: Don't overwrite a live skill (P1 from review)
+        const existing = fs.readFile('/skills/' + name + '.md');
+        if (existing) return this.terminal.print('Skill "' + name + '" already exists live. Use skill-patch or delete it first.', 'warning');
+        fs.writeFile('/skills/' + name + '.md', content);
+        fs.deleteFile('/skills/.archive/' + name + '.md');
+        const index = fs.fsReadJSON('/skills/index.json') || {};
+        index[name] = index[name] || {};
+        index[name].lastUsed = new Date().toISOString();
+        index[name].useCount = index[name].useCount || 0;
+        fs.fsWriteJSON('/skills/index.json', index);
+        this.terminal.print('✅ Restored: ' + name, 'success');
+    }
+
+    _levenshtein(a, b) {
+        if (a.length === 0) return b.length;
+        if (b.length === 0) return a.length;
+        var matrix = [];
+        for (var i = 0; i <= b.length; i++) matrix[i] = [i];
+        for (var j = 0; j <= a.length; j++) matrix[0][j] = j;
+        for (var i = 1; i <= b.length; i++) {
+            for (var j = 1; j <= a.length; j++) {
+                if (b.charAt(i - 1) === a.charAt(j - 1)) {
+                    matrix[i][j] = matrix[i - 1][j - 1];
+                } else {
+                    matrix[i][j] = Math.min(matrix[i - 1][j - 1] + 1, matrix[i][j - 1] + 1, matrix[i - 1][j] + 1);
+                }
+            }
+        }
+        return matrix[b.length][a.length];
+    }
 }
 if (typeof window.webx11 !== 'undefined' && window.webx11) {
     webx11.moduleManager.registerModule(new SkillPackCoreModule(), 'https://webx11.duckdns.org/spaces/newos4/modules/ext/skill-pack-core.js');
diff --git a/modules/ext/three.js b/modules/ext/three.js
index d72afa1..2fc5284 100644
--- a/modules/ext/three.js
+++ b/modules/ext/three.js
@@ -1,7 +1,17 @@
-// newOS4 Three.js 3D Module (v4.5.82)
+// newOS4 Three.js 3D Module (v4.5.86)
 // Commands: three <subcommand> [...]
 // Two modes: top panel (default) + fullscreen with terminal overlay
 // Lazy-loads Three.js from /downloads/ on first use.
+//
+// Features:
+//   - 3D Design: box, sphere, cylinder, cone, torus, torusKnot, text, particles, line
+//   - Transforms: position, rotation, scale, color, material, duplicate, group
+//   - Animations: rotate, bounce, float, orbit, keyframe, timeline
+//   - Avatars: load, pose, look-at, speak, emotion
+//   - Interaction: click, hover, follow, path
+//   - Import/Export: GLTF, GLB, HTML
+//   - Presets: solar system, grid, particle field
+//   - Mindmap 3D rendering
 
 class ThreeModule {
     constructor() {
@@ -11,11 +21,12 @@ class ThreeModule {
         };
         this.terminal = null;
         this._loaded = false;
+        this._loadingPromise = null;
         this._scene = null;
         this._camera = null;
         this._renderer = null;
         this._controls = null;
-        this._objects = [];
+        this._objects = new Map();
         this._animId = null;
         this._container = null;
         this._closeBtn = null;
@@ -29,6 +40,31 @@ class ThreeModule {
         this._savedInputStyles = null;
         this._savedHeaderStyles = null;
         this._escHandler = null;
+        this._animations = {};      // id -> { type, speed, active }
+        this._timeline = [];        // [{ time, id, props }]
+        this._timelinePlaying = false;
+        this._timelineTime = 0;
+        this._clickHandlers = {};   // id -> command string
+        this._hoverHandlers = {};   // id -> { enterColor, leaveColor }
+        this._followTargets = {};   // id -> targetId
+        this._paths = {};           // id -> [{x,y,z}, ...]
+        this._pathProgress = {};    // id -> index
+        this._avatar = null;        // current avatar object
+        this._avatarMood = 'neutral';
+        this._speechBubble = null;
+        this._speechTimeout = null;
+        this._raycaster = null;
+        this._mouse = null;
+        this._clickableObjects = [];
+        this._clock = null;
+        this._animTime = 0;
+        this._importCache = {};     // URL -> loaded data
+        this._bloomEnabled = true;
+        this._composer = null;
+        this._transformControls = null;
+        this._selectedId = null;
+        this._undoStack = [];
+        this._redoStack = [];
     }
 
     requirements() {
@@ -46,12 +82,17 @@ class ThreeModule {
 
     getHelpInfo() {
         return {
-            'three': 'three <subcommand> [...] — 3D scene builder (Three.js). Subcommands: help, scene, fullscreen, hide, mode, add, camera, orbit, clear, list, remove, mindmap, export, preset, bgcolor. Run `three help` for full list.'
+            'three': 'three <subcommand> [...] — 3D scene builder (Three.js). Run `three help` for full list.'
         };
     }
 
     _listSubcommands() {
-        return ['help', 'scene', 'fullscreen', 'hide', 'mode', 'add', 'camera', 'orbit', 'clear', 'list', 'remove', 'mindmap', 'export', 'preset', 'bgcolor'];
+        return ['help', 'scene', 'fullscreen', 'hide', 'mode', 'add', 'camera', 'orbit',
+                'pos', 'rotate', 'scale', 'color', 'material', 'duplicate', 'group', 'ungroup',
+                'animate', 'stop', 'timeline', 'click', 'hover', 'follow', 'unfollow', 'path',
+                'avatar', 'speak', 'emotion',
+                'clear', 'list', 'remove', 'mindmap', 'export', 'import', 'preset', 'bgcolor', 'bloom', 'select', 'gizmo', 'undo', 'redo', 'rename', 'batch',
+                'snapshot'];
     }
 
     registerCommands() {
@@ -62,20 +103,27 @@ class ThreeModule {
 
     async _ensureLoaded() {
         if (this._loaded) return true;
+        if (this._loadingPromise) return this._loadingPromise;
         if (typeof THREE !== 'undefined') {
             this._THREE = THREE;
             this._loaded = true;
             return true;
         }
+        this._loadingPromise = this._doLoad();
+        return this._loadingPromise;
+    }
+    async _doLoad() {
         this.terminal.print('📦 Loading Three.js (590KB)...', 'info');
         try {
             await this._loadScript('downloads/three.min.js');
             await this._loadScript('downloads/OrbitControls.js');
             this._THREE = THREE;
             this._loaded = true;
+            this._loadingPromise = null;
             this.terminal.print('✅ Three.js loaded', 'success');
             return true;
         } catch (e) {
+            this._loadingPromise = null;
             this.terminal.print('❌ Failed to load Three.js: ' + e.message, 'error');
             return false;
         }
@@ -85,8 +133,12 @@ class ThreeModule {
         return new Promise((resolve, reject) => {
             const s = document.createElement('script');
             s.src = url;
-            s.onload = () => { s.remove(); resolve(); };
-            s.onerror = () => { s.remove(); reject(new Error('Failed to load ' + url)); };
+            const timeout = setTimeout(() => {
+                s.remove();
+                reject(new Error('Timeout loading ' + url));
+            }, 30000);
+            s.onload = () => { clearTimeout(timeout); s.remove(); resolve(); };
+            s.onerror = () => { clearTimeout(timeout); s.remove(); reject(new Error('Failed to load ' + url)); };
             document.head.appendChild(s);
         });
     }
@@ -96,7 +148,6 @@ class ThreeModule {
     _createContainer() {
         if (this._container) return;
 
-        // Main container
         this._container = document.createElement('div');
         this._container.id = 'three-canvas-container';
         this._container.style.cssText = `
@@ -109,7 +160,6 @@ class ThreeModule {
         `;
         document.body.appendChild(this._container);
 
-        // Close button
         this._closeBtn = document.createElement('button');
         this._closeBtn.id = 'three-close-btn';
         this._closeBtn.textContent = '✕';
@@ -134,7 +184,6 @@ class ThreeModule {
         this._closeBtn.addEventListener('click', () => this._hideContainer());
         document.body.appendChild(this._closeBtn);
 
-        // Escape key handler
         this._escHandler = (e) => {
             if (e.key === 'Escape' && this._visible) {
                 this._hideContainer();
@@ -147,8 +196,6 @@ class ThreeModule {
         if (!this._container) return;
         this._mode = mode || this._mode;
         this._visible = true;
-
-        // Show close button
         this._closeBtn.style.display = 'block';
 
         if (this._mode === 'top') {
@@ -161,7 +208,6 @@ class ThreeModule {
     }
 
     _applyTopPanel() {
-        // 3D container: top 50vh
         this._container.style.cssText = `
             position: fixed;
             top: 0; left: 0;
@@ -171,7 +217,6 @@ class ThreeModule {
             display: block;
         `;
 
-        // Terminal: push down
         const term = document.getElementById('terminal-container');
         if (term) {
             if (!this._savedTerminalStyles) {
@@ -181,7 +226,6 @@ class ThreeModule {
             term.style.height = '50vh';
         }
 
-        // Input area: stays at bottom
         const inputArea = document.getElementById('input-area');
         if (inputArea) {
             if (!this._savedInputStyles) {
@@ -189,12 +233,10 @@ class ThreeModule {
             }
         }
 
-        // Resize renderer
         this._resizeRenderer(window.innerWidth, window.innerHeight / 2);
     }
 
     _applyFullscreen() {
-        // 3D container: full viewport
         this._container.style.cssText = `
             position: fixed;
             top: 0; left: 0;
@@ -204,7 +246,6 @@ class ThreeModule {
             display: block;
         `;
 
-        // Terminal: float as overlay
         const term = document.getElementById('terminal-container');
         if (term) {
             if (!this._savedTerminalStyles) {
@@ -227,7 +268,6 @@ class ThreeModule {
             `;
         }
 
-        // Input area: fixed at bottom
         const inputArea = document.getElementById('input-area');
         if (inputArea) {
             if (!this._savedInputStyles) {
@@ -245,7 +285,6 @@ class ThreeModule {
             `;
         }
 
-        // Header: hide
         const header = document.querySelector('header');
         if (header) {
             if (!this._savedHeaderStyles) {
@@ -297,7 +336,6 @@ class ThreeModule {
         this._container.style.pointerEvents = 'none';
         if (this._closeBtn) this._closeBtn.style.display = 'none';
 
-        // Pause animation (don't cancel — scene stays intact)
         if (this._animId) {
             cancelAnimationFrame(this._animId);
             this._animId = null;
@@ -317,7 +355,26 @@ class ThreeModule {
     // ── Scene management ──
 
     _createScene() {
+        // Dispose existing GPU resources before creating new ones
+        if (this._renderer) {
+            this._stopLoop();
+            if (this._controls) {
+                this._controls.dispose();
+                this._controls = null;
+            }
+            if (this._webglLostHandler) {
+                this._renderer.domElement.removeEventListener('webglcontextlost', this._webglLostHandler);
+            }
+            if (this._webglRestoredHandler) {
+                this._renderer.domElement.removeEventListener('webglcontextrestored', this._webglRestoredHandler);
+            }
+            this._renderer.dispose();
+            this._renderer = null;
+            if (this._container) this._container.innerHTML = '';
+        }
+        this._disposeAllObjects();
         const T = this._THREE;
+
         this._scene = new T.Scene();
         this._scene.background = new T.Color(this._backgroundColor);
 
@@ -348,6 +405,9 @@ class ThreeModule {
         this._controls.minDistance = 2;
         this._controls.maxDistance = 500;
 
+        // TransformControls gizmo
+        this._initTransformControls();
+
         // Lights
         const ambient = new T.AmbientLight(0x404060);
         this._scene.add(ambient);
@@ -363,7 +423,7 @@ class ThreeModule {
         const grid = new T.GridHelper(30, 20, 0x00ff88, 0x333355);
         this._scene.add(grid);
 
-        // Resize handler — remove old first to prevent leak
+        // Resize handler
         if (window._threeResizeHandler) {
             window.removeEventListener('resize', window._threeResizeHandler);
         }
@@ -374,21 +434,242 @@ class ThreeModule {
                 } else {
                     this._resizeRenderer(window.innerWidth, window.innerHeight);
                 }
+                if (this._composer) {
+                    this._composer.setSize(
+                        this._mode === 'top' ? window.innerWidth : window.innerWidth,
+                        this._mode === 'top' ? window.innerHeight / 2 : window.innerHeight
+                    );
+                }
             }
         };
         window.addEventListener('resize', window._threeResizeHandler);
 
-        this._objects = [];
+        // Raycaster for click/hover
+        this._raycaster = new T.Raycaster();
+        this._mouse = new T.Vector2();
+        this._clock = new T.Clock();
+
+        // Bloom post-processing
+        this._initBloom();
+
+        // Click/mousemove event listeners for interaction
+        const dom = this._renderer.domElement;
+        dom.style.pointerEvents = 'auto';
+        dom.addEventListener('click', (event) => {
+            if (!this._raycaster || !this._camera || this._clickableObjects.length === 0) return;
+            const rect = dom.getBoundingClientRect();
+            this._mouse.x = ((event.clientX - rect.left) / rect.width) * 2 - 1;
+            this._mouse.y = -((event.clientY - rect.top) / rect.height) * 2 + 1;
+            this._raycaster.setFromCamera(this._mouse, this._camera);
+            const meshes = this._clickableObjects.map(id => {
+                const obj = this._objects.get(id);
+                return obj ? obj.mesh : null;
+            }).filter(Boolean);
+            const intersects = this._raycaster.intersectObjects(meshes, true);
+            if (intersects.length > 0) {
+                // Walk up to find the tracked object
+                let hit = intersects[0].object;
+                const entry = this._objects.find(o => o.mesh === hit);
+                if (entry && this._clickHandlers[entry.id]) {
+                    this.terminal.executeCommand(this._clickHandlers[entry.id]);
+                }
+            }
+        });
+        dom.addEventListener('mousemove', (event) => {
+            if (!this._raycaster || !this._camera || Object.keys(this._hoverHandlers).length === 0) return;
+            const rect = dom.getBoundingClientRect();
+            this._mouse.x = ((event.clientX - rect.left) / rect.width) * 2 - 1;
+            this._mouse.y = -((event.clientY - rect.top) / rect.height) * 2 + 1;
+            this._raycaster.setFromCamera(this._mouse, this._camera);
+            const meshes = this._objects.filter(o => this._hoverHandlers[o.id]).map(o => o.mesh).filter(Boolean);
+            const intersects = this._raycaster.intersectObjects(meshes, true);
+            // Reset all hovered objects to leave color
+            for (const [hid, h] of Object.entries(this._hoverHandlers)) {
+                const ho = this._objects.get(hid);
+                if (ho && ho.mesh && ho.mesh.material && ho.mesh.material.color) {
+                    ho.mesh.material.color.setHex(h.origColor != null ? h.origColor : 0x818cf8);
+                }
+            }
+            if (intersects.length > 0) {
+                let hit = intersects[0].object;
+                const entry = this._objects.find(o => o.mesh === hit);
+                if (entry && this._hoverHandlers[entry.id]) {
+                    try {
+                        hit.material.color.set(this._hoverHandlers[entry.id].enterColor);
+                    } catch (e) {}
+                }
+            }
+        });
+
+        this._objects = new Map();
         this._idCounter = 0;
+        this._animations = {};
+        this._clickHandlers = {};
+        this._hoverHandlers = {};
+        this._followTargets = {};
+        this._paths = {};
+        this._pathProgress = {};
+        this._clickableObjects = [];
+        this._avatar = null;
+        this._speechBubble = null;
+    }
+
+    async _initTransformControls() {
+        try {
+            if (typeof THREE.TransformControls === 'undefined') {
+                await this._loadScript('downloads/TransformControls.js');
+            }
+            const T = this._THREE;
+            this._transformControls = new T.TransformControls(this._camera, this._renderer.domElement);
+            this._transformControls.addEventListener('dragging-changed', (event) => {
+                this._controls.enabled = !event.value;
+            });
+            this._scene.add(this._transformControls);
+        } catch (e) {
+            this.terminal?.print('TransformControls not available: ' + e.message, 'warning');
+            this._transformControls = null;
+        }
+    }
+
+    async _initBloom() {
+        try {
+            if (typeof THREE.EffectComposer === 'undefined') {
+                await this._loadScript('downloads/CopyShader.js');
+                await this._loadScript('downloads/EffectComposer.js');
+                await this._loadScript('downloads/ShaderPass.js');
+                await this._loadScript('downloads/RenderPass.js');
+                await this._loadScript('downloads/LuminosityHighPassShader.js');
+                await this._loadScript('downloads/UnrealBloomPass.js');
+            }
+            const T = this._THREE;
+            this._composer = new T.EffectComposer(this._renderer);
+            this._composer.addPass(new T.RenderPass(this._scene, this._camera));
+            const bloomPass = new T.UnrealBloomPass(
+                new T.Vector2(window.innerWidth, window.innerHeight),
+                0.2, 0.1, 0.05
+            );
+            this._composer.addPass(bloomPass);
+        } catch (e) {
+            this.terminal?.print('Bloom not available: ' + e.message, 'warning');
+            this._composer = null;
+        }
     }
 
     _startLoop() {
         if (this._animId) cancelAnimationFrame(this._animId);
+        this._animTime = 0;
         const loop = () => {
             this._animId = requestAnimationFrame(loop);
+            const delta = Math.min(this._clock ? this._clock.getDelta() : 0.016, 0.1);
+            this._animTime += delta;
+
             if (this._controls) this._controls.update();
+
+            // ── Animations ──
+            for (const [id, anim] of Object.entries(this._animations)) {
+                if (!anim.active) continue;
+                const obj = this._objects.get(id);
+                if (!obj || !obj.mesh) continue;
+                const m = obj.mesh;
+                switch (anim.type) {
+                    case 'rotate':
+                        m.rotation.y += anim.speed * delta * 2;
+                        break;
+                    case 'bounce':
+                        m.position.y = anim.baseY + Math.sin(this._animTime * anim.speed * 2) * anim.height;
+                        break;
+                    case 'float':
+                        m.position.y = anim.baseY + Math.sin(this._animTime * anim.speed * 2) * anim.height;
+                        m.rotation.z = Math.sin(this._animTime * anim.speed) * 0.1;
+                        break;
+                    case 'ease': {
+                        const t = (this._animTime * anim.speed) % 1;
+                        const e = this._easeInOut(t);
+                        m.position.y = anim.baseY + e * anim.height;
+                        break;
+                    }
+                    case 'elastic': {
+                        const t = (this._animTime * anim.speed) % 1;
+                        const e = this._easeElastic(t);
+                        m.position.y = anim.baseY + e * anim.height;
+                        break;
+                    }
+                    case 'bounce-ease': {
+                        const t = (this._animTime * anim.speed) % 1;
+                        const e = this._easeBounce(t);
+                        m.position.y = anim.baseY + e * anim.height;
+                        break;
+                    }
+                    case 'orbit': {
+                        const d = anim;
+                        d.angle = (d.angle || 0) + d.speed * delta;
+                        m.position.x = Math.cos(d.angle) * (d.orbit || 1);
+                        m.position.z = Math.sin(d.angle) * (d.orbit || 1);
+                        break;
+                    }
+                }
+            }
+
+            // ── Follow targets ──
+            for (const [id, targetId] of Object.entries(this._followTargets)) {
+                const obj = this._objects.get(id);
+                const target = this._objects.get(targetId);
+                if (obj && target && obj.mesh && target.mesh) {
+                    obj.mesh.position.lerp(target.mesh.position, 0.05);
+                }
+            }
+
+            // ── Path following ──
+            for (const [id, path] of Object.entries(this._paths)) {
+                const obj = this._objects.get(id);
+                if (!obj || !obj.mesh || path.length < 2) continue;
+                const prog = this._pathProgress[id] || 0;
+                const next = Math.min(prog + 1, path.length - 1);
+                const p0 = path[prog];
+                const p1 = path[next];
+                const t = 0.05;
+                obj.mesh.position.x += (p0.x - obj.mesh.position.x) * t;
+                obj.mesh.position.y += (p0.y - obj.mesh.position.y) * t;
+                obj.mesh.position.z += (p0.z - obj.mesh.position.z) * t;
+                const dist = obj.mesh.position.distanceTo(new T.Vector3(p0.x, p0.y, p0.z));
+                if (dist < 0.1) {
+                    this._pathProgress[id] = next;
+                    if (next >= path.length - 1) this._pathProgress[id] = 0; // loop
+                }
+            }
+
+            // ── Avatar idle animation ──
+            if (this._avatar && this._avatarMood !== 'talking') {
+                this._avatar.position.y += Math.sin(this._animTime * 0.2) * 0.002;
+            }
+
+            // ── Timeline ──
+            if (this._timelinePlaying) {
+                this._timelineTime += delta;
+                for (const key of this._timeline) {
+                    if (key.time <= this._timelineTime && !key._applied) {
+                        key._applied = true;
+                        const obj = this._objects.get(key.id);
+                        if (obj && obj.mesh) {
+                            if (key.pos) obj.mesh.position.set(key.pos[0], key.pos[1], key.pos[2]);
+                            if (key.rot) obj.mesh.rotation.set(key.rot[0], key.rot[1], key.rot[2]);
+                            if (key.scale) obj.mesh.scale.set(key.scale[0], key.scale[1], key.scale[2]);
+                        }
+                    }
+                }
+                // Check if timeline ended
+                const lastTime = this._timeline.length > 0 ? this._timeline[this._timeline.length - 1].time : 0;
+                if (this._timelineTime > lastTime) {
+                    this._timelinePlaying = false;
+                }
+            }
+
             if (this._renderer && this._scene && this._camera) {
-                this._renderer.render(this._scene, this._camera);
+                if (this._composer && this._bloomEnabled) {
+                    this._composer.render();
+                } else {
+                    this._renderer.render(this._scene, this._camera);
+                }
             }
         };
         loop();
@@ -406,7 +687,6 @@ class ThreeModule {
     destroy() {
         this._stopLoop();
         this._hideContainer();
-        // Remove event listeners
         if (window._threeResizeHandler) {
             window.removeEventListener('resize', window._threeResizeHandler);
             window._threeResizeHandler = null;
@@ -425,9 +705,7 @@ class ThreeModule {
             this._renderer.dispose();
             this._renderer = null;
         }
-        // Dispose all GPU resources
         this._disposeAllObjects();
-        // Remove DOM elements
         if (this._container) {
             this._container.remove();
             this._container = null;
@@ -441,10 +719,11 @@ class ThreeModule {
         this._controls = null;
         this._loaded = false;
         this._visible = false;
+        this._importCache = {};
     }
 
     _disposeAllObjects() {
-        for (const obj of this._objects) {
+        for (const obj of this._objects.values()) {
             if (this._scene) this._scene.remove(obj.mesh);
             if (obj.mesh.geometry) obj.mesh.geometry.dispose();
             if (obj.mesh.material) {
@@ -455,7 +734,7 @@ class ThreeModule {
                 });
             }
         }
-        this._objects = [];
+        this._objects = new Map();
         this._idCounter = 0;
     }
 
@@ -475,7 +754,8 @@ class ThreeModule {
         mesh.castShadow = true;
         const id = this._genId();
         this._scene.add(mesh);
-        this._objects.push({ mesh, id, label: 'Box ' + id });
+        this._objects.set(id, { mesh, id, label: 'Box ' + id });
+        this._pushUndo('add', { mesh, id, label: 'Box ' + id });
         this.terminal.print(`Added box (${id}) at origin`, 'success');
         return id;
     }
@@ -490,11 +770,47 @@ class ThreeModule {
         mesh.castShadow = true;
         const id = this._genId();
         this._scene.add(mesh);
-        this._objects.push({ mesh, id, label: 'Sphere ' + id });
+        this._objects.set(id, { mesh, id, label: 'Sphere ' + id });
+        this._pushUndo('add', { mesh, id, label: 'Sphere ' + id });
         this.terminal.print(`Added sphere (${id}) at origin`, 'success');
         return id;
     }
 
+    _addCylinder(args) {
+        const T = this._THREE;
+        const radiusTop = parseFloat(args[0]) || 0.5;
+        const radiusBottom = parseFloat(args[1]) || 0.5;
+        const height = parseFloat(args[2]) || 1.5;
+        const color = args[3] || '#fbbf24';
+        const geo = new T.CylinderGeometry(radiusTop, radiusBottom, height, 24);
+        const mat = new T.MeshStandardMaterial({ color, metalness: 0.3, roughness: 0.5 });
+        const mesh = new T.Mesh(geo, mat);
+        mesh.castShadow = true;
+        const id = this._genId();
+        this._scene.add(mesh);
+        this._objects.set(id, { mesh, id, label: 'Cylinder ' + id });
+        this._pushUndo('add', { mesh, id, label: 'Cylinder ' + id });
+        this.terminal.print(`Added cylinder (${id}) at origin`, 'success');
+        return id;
+    }
+
+    _addCone(args) {
+        const T = this._THREE;
+        const radius = parseFloat(args[0]) || 0.6;
+        const height = parseFloat(args[1]) || 1.5;
+        const color = args[2] || '#fb7185';
+        const geo = new T.ConeGeometry(radius, height, 24);
+        const mat = new T.MeshStandardMaterial({ color, metalness: 0.2, roughness: 0.5 });
+        const mesh = new T.Mesh(geo, mat);
+        mesh.castShadow = true;
+        const id = this._genId();
+        this._scene.add(mesh);
+        this._objects.set(id, { mesh, id, label: 'Cone ' + id });
+        this._pushUndo('add', { mesh, id, label: 'Cone ' + id });
+        this.terminal.print(`Added cone (${id}) at origin`, 'success');
+        return id;
+    }
+
     _addTorus(args) {
         const T = this._THREE;
         const radius = parseFloat(args[0]) || 1;
@@ -506,11 +822,29 @@ class ThreeModule {
         mesh.castShadow = true;
         const id = this._genId();
         this._scene.add(mesh);
-        this._objects.push({ mesh, id, label: 'Torus ' + id });
+        this._objects.set(id, { mesh, id, label: 'Torus ' + id });
+        this._pushUndo('add', { mesh, id, label: 'Torus ' + id });
         this.terminal.print(`Added torus (${id}) at origin`, 'success');
         return id;
     }
 
+    _addTorusKnot(args) {
+        const T = this._THREE;
+        const radius = parseFloat(args[0]) || 0.8;
+        const tube = parseFloat(args[1]) || 0.25;
+        const color = args[2] || '#22d3ee';
+        const geo = new T.TorusKnotGeometry(radius, tube, 64, 8, 2, 3);
+        const mat = new T.MeshStandardMaterial({ color, metalness: 0.5, roughness: 0.2 });
+        const mesh = new T.Mesh(geo, mat);
+        mesh.castShadow = true;
+        const id = this._genId();
+        this._scene.add(mesh);
+        this._objects.set(id, { mesh, id, label: 'TorusKnot ' + id });
+        this._pushUndo('add', { mesh, id, label: 'TorusKnot ' + id });
+        this.terminal.print(`Added torus knot (${id}) at origin`, 'success');
+        return id;
+    }
+
     _addText(args) {
         if (!args[0]) return this.terminal.print('Usage: three add text <text> [color]', 'warning');
         const T = this._THREE;
@@ -532,7 +866,8 @@ class ThreeModule {
         sprite.scale.set(4, 1, 1);
         const id = this._genId();
         this._scene.add(sprite);
-        this._objects.push({ mesh: sprite, id, label: 'Text: ' + text });
+        this._objects.set(id, { mesh: sprite, id, label: 'Text: ' + text });
+        this._pushUndo('add', { mesh: sprite, id, label: 'Text: ' + text });
         this.terminal.print(`Added text "${text}" (${id})`, 'success');
         return id;
     }
@@ -553,7 +888,8 @@ class ThreeModule {
         const points = new T.Points(geo, mat);
         const id = this._genId();
         this._scene.add(points);
-        this._objects.push({ mesh: points, id, label: 'Particles (' + count + ')' });
+        this._objects.set(id, { mesh: points, id, label: 'Particles (' + count + ')' });
+        this._pushUndo('add', { mesh: points, id, label: 'Particles (' + count + ')' });
         this.terminal.print(`Added ${count} particles (${id})`, 'success');
         return id;
     }
@@ -573,27 +909,592 @@ class ThreeModule {
         const line = new T.Line(geo, mat);
         const id = this._genId();
         this._scene.add(line);
-        this._objects.push({ mesh: line, id, label: 'Line ' + id });
+        this._objects.set(id, { mesh: line, id, label: 'Line ' + id });
+        this._pushUndo('add', { mesh: line, id, label: 'Line ' + id });
         this.terminal.print(`Added line (${id})`, 'success');
         return id;
     }
 
-    // ── Position helpers ──
+    // ── Transforms ──
 
     _setPosition(id, x, y, z) {
-        const obj = this._objects.find(o => o.id === id);
+        const obj = this._objects.get(id);
         if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
         obj.mesh.position.set(x, y, z);
         this.terminal.print(`Moved ${id} to (${x}, ${y}, ${z})`, 'success');
     }
 
     _setRotation(id, rx, ry, rz) {
-        const obj = this._objects.find(o => o.id === id);
+        const obj = this._objects.get(id);
         if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
         obj.mesh.rotation.set(rx, ry, rz);
         this.terminal.print(`Rotated ${id}`, 'success');
     }
 
+    _setScale(id, sx, sy, sz) {
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        obj.mesh.scale.set(sx, sy, sz);
+        this.terminal.print(`Scaled ${id} to (${sx}, ${sy}, ${sz})`, 'success');
+    }
+
+    _setColor(id, colorHex) {
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        if (!obj.mesh.material || !obj.mesh.material.color) return this.terminal.print('Object has no color property', 'warning');
+        const T = this._THREE;
+        try {
+            obj.mesh.material.color.set(colorHex);
+            this.terminal.print(`Set ${id} color to ${colorHex}`, 'success');
+        } catch (e) {
+            this.terminal.print('Invalid color: ' + colorHex, 'warning');
+        }
+    }
+
+    _setMaterial(id, key, value) {
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        if (!obj.mesh.material) return this.terminal.print('Object has no material', 'warning');
+        const validKeys = ['metalness', 'roughness', 'opacity', 'emissiveIntensity'];
+        if (!validKeys.includes(key)) return this.terminal.print('Valid keys: ' + validKeys.join(', '), 'warning');
+        const num = parseFloat(value);
+        if (isNaN(num) || num < 0 || num > 1) return this.terminal.print('Value must be 0-1', 'warning');
+        obj.mesh.material[key] = num;
+        if (key === 'opacity') {
+            obj.mesh.material.transparent = num < 1;
+        }
+        obj.mesh.material.needsUpdate = true;
+        this.terminal.print(`Set ${id} ${key} to ${num}`, 'success');
+    }
+
+    _duplicateObject(id) {
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        const T = this._THREE;
+        let newMesh;
+        if (obj.mesh.type === 'Line' || obj.mesh.type === 'LineSegments') {
+            const geo = obj.mesh.geometry.clone();
+            const mat = obj.mesh.material.clone();
+            newMesh = new T.Line(geo, mat);
+            newMesh.position.copy(obj.mesh.position);
+            newMesh.position.x += 1.5;
+        } else if (obj.mesh.type === 'Sprite') {
+            const mat = obj.mesh.material.clone();
+            newMesh = new T.Sprite(mat);
+            newMesh.position.copy(obj.mesh.position);
+            newMesh.position.x += 1.5;
+            newMesh.scale.copy(obj.mesh.scale);
+        } else if (obj.mesh.type === 'Points') {
+            const geo = obj.mesh.geometry.clone();
+            const mat = obj.mesh.material.clone();
+            newMesh = new T.Points(geo, mat);
+            newMesh.position.copy(obj.mesh.position);
+            newMesh.position.x += 1.5;
+        } else if (obj.mesh.geometry && obj.mesh.material) {
+            const geo = obj.mesh.geometry.clone();
+            const mat = obj.mesh.material.clone();
+            newMesh = new T.Mesh(geo, mat);
+            newMesh.position.copy(obj.mesh.position);
+            newMesh.position.x += 1.5;
+            newMesh.rotation.copy(obj.mesh.rotation);
+            newMesh.scale.copy(obj.mesh.scale);
+            newMesh.castShadow = true;
+        } else {
+            return this.terminal.print('Cannot duplicate this object type', 'warning');
+        }
+        const newId = this._genId();
+        this._scene.add(newMesh);
+        this._objects.set(newId, { mesh: newMesh, id: newId, label: obj.label + ' (copy)' });
+        this.terminal.print(`Duplicated ${id} → ${newId}`, 'success');
+        return newId;
+    }
+
+    _groupObjects(ids) {
+        const T = this._THREE;
+        const group = new T.Group();
+        const moved = [];
+        for (const id of ids) {
+            if (!this._objects.has(id)) { this.terminal.print('Object not found: ' + id, 'warning'); continue; }
+            const obj = this._objects.get(id);
+            this._scene.remove(obj.mesh);
+            group.add(obj.mesh);
+            this._objects.delete(id);
+            moved.push(id);
+        }
+        this._scene.add(group);
+        const groupId = this._genId();
+        this._objects.set(groupId, { mesh: group, id: groupId, label: 'Group (' + moved.join(',') + ')', _isGroup: true });
+        this.terminal.print(`Grouped ${moved.length} objects as ${groupId}`, 'success');
+        return groupId;
+    }
+
+    _ungroupObject(id) {
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        if (!obj._isGroup) return this.terminal.print('Not a group: ' + id, 'warning');
+        const T = this._THREE;
+        const group = obj.mesh;
+        const children = [...group.children];
+        const newIds = [];
+        for (const child of children) {
+            group.remove(child);
+            this._scene.add(child);
+            const newId = this._genId();
+            this._objects.set(newId, { mesh: child, id: newId, label: 'Ungrouped ' + newId });
+            newIds.push(newId);
+        }
+        this._scene.remove(group);
+        this._objects.delete(id);
+        this.terminal.print(`Ungrouped ${id} → ${newIds.length} objects`, 'success');
+        return newIds;
+    }
+
+    // ── Animations ──
+
+    _pushUndo(action, data) {
+        this._undoStack.push({ action, data, timestamp: Date.now() });
+        if (this._undoStack.length > 50) this._undoStack.shift();
+        this._redoStack = [];
+    }
+
+    _undo() {
+        if (this._undoStack.length === 0) return this.terminal.print('Nothing to undo', 'info');
+        const entry = this._undoStack.pop();
+        this._redoStack.push(entry);
+        if (entry.action === 'remove') {
+            // Re-add the object
+            const obj = entry.data;
+            this._scene.add(obj.mesh);
+            this._objects.set(obj.id, obj);
+            this.terminal.print('Undo: restored ' + obj.id, 'success');
+        } else if (entry.action === 'add') {
+            // Remove the object
+            const obj = entry.data;
+            this._scene.remove(obj.mesh);
+            this._objects.delete(obj.id);
+            this.terminal.print('Undo: removed ' + obj.id, 'success');
+        } else if (entry.action === 'clear') {
+            // Restore all objects
+            for (const obj of entry.data) {
+                this._scene.add(obj.mesh);
+                this._objects.set(obj.id, obj);
+            }
+            this.terminal.print('Undo: restored scene', 'success');
+        } else if (entry.action === 'transform') {
+            const { id, pos, rot, scale } = entry.data;
+            const obj = this._objects.get(id);
+            if (obj) {
+                if (pos) obj.mesh.position.set(pos[0], pos[1], pos[2]);
+                if (rot) obj.mesh.rotation.set(rot[0], rot[1], rot[2]);
+                if (scale) obj.mesh.scale.set(scale[0], scale[1], scale[2]);
+                this.terminal.print('Undo: reverted ' + id, 'success');
+            }
+        }
+    }
+
+    _redo() {
+        if (this._redoStack.length === 0) return this.terminal.print('Nothing to redo', 'info');
+        const entry = this._redoStack.pop();
+        this._undoStack.push(entry);
+        if (entry.action === 'add') {
+            const obj = entry.data;
+            this._scene.add(obj.mesh);
+            this._objects.set(obj.id, obj);
+            this.terminal.print('Redo: restored ' + obj.id, 'success');
+        } else if (entry.action === 'remove') {
+            const obj = entry.data;
+            this._scene.remove(obj.mesh);
+            this._objects.delete(obj.id);
+            this.terminal.print('Redo: removed ' + obj.id, 'success');
+        } else if (entry.action === 'clear') {
+            for (const obj of entry.data) {
+                this._scene.remove(obj.mesh);
+                this._objects.delete(obj.id);
+            }
+            this.terminal.print('Redo: cleared scene', 'success');
+        }
+    }
+
+    _renameObject(id, newName) {
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        obj.label = newName;
+        this.terminal.print(`Renamed ${id} to "${newName}"`, 'success');
+    }
+
+    _selectObject(id) {
+        if (!this._transformControls) return this.terminal.print('TransformControls not loaded', 'warning');
+        if (!id) {
+            this._transformControls.detach();
+            this._selectedId = null;
+            this.terminal.print('Deselected', 'info');
+            return;
+        }
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        this._transformControls.attach(obj.mesh);
+        this._selectedId = id;
+        this.terminal.print('Selected ' + id, 'success');
+    }
+
+    // Easing functions
+    _easeInOut(t) { return t < 0.5 ? 2 * t * t : -1 + (4 - 2 * t) * t; }
+    _easeOut(t) { return 1 - Math.pow(1 - t, 3); }
+    _easeElastic(t) { return Math.pow(2, -10 * t) * Math.sin((t - 0.075) * (2 * Math.PI) / 0.3) + 1; }
+    _easeBounce(t) {
+        const n1 = 7.5625, d1 = 2.75;
+        if (t < 1 / d1) return n1 * t * t;
+        else if (t < 2 / d1) return n1 * (t -= 1.5 / d1) * t + 0.75;
+        else if (t < 2.5 / d1) return n1 * (t -= 2.25 / d1) * t + 0.9375;
+        else return n1 * (t -= 2.625 / d1) * t + 0.984375;
+    }
+
+    _animateObject(args) {
+        if (args.length < 2) return this.terminal.print('Usage: three animate <id> rotate|bounce|float|orbit|ease|elastic|bounce-ease [params] [easing]', 'warning');
+        const id = args[0];
+        const type = args[1];
+        const easing = args[args.length - 1] === 'ease' || args[args.length - 1] === 'elastic' || args[args.length - 1] === 'bounce' ? args.pop() : 'linear';
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+
+        const anim = { type, speed: 1, active: true, baseY: obj.mesh.position.y, height: 0.5, angle: 0, orbit: 2, easing };
+        if (type === 'orbit') {
+            anim.orbit = parseFloat(args[2]) || 2;
+            anim.speed = parseFloat(args[3]) || 0.5;
+        } else if (type === 'bounce' || type === 'float') {
+            anim.height = parseFloat(args[2]) || 0.5;
+            anim.speed = parseFloat(args[3]) || 1;
+        } else {
+            anim.speed = parseFloat(args[2]) || 1;
+        }
+        this._animations[id] = anim;
+        this.terminal.print(`▶️ Animated ${id}: ${type} (speed: ${anim.speed})`, 'success');
+    }
+
+    _stopAnimation(args) {
+        const id = args[0];
+        if (!id) {
+            this._animations = {};
+            this.terminal.print('All animations stopped', 'info');
+            return;
+        }
+        if (this._animations[id]) {
+            delete this._animations[id];
+            this.terminal.print(`Stopped animation for ${id}`, 'info');
+        } else {
+            this.terminal.print('No animation for ' + id, 'warning');
+        }
+    }
+
+    // ── Timeline ──
+
+    _timelineCommand(args) {
+        if (args.length === 0) return this.terminal.print('Usage: three timeline add|play|pause|stop|clear|list', 'warning');
+        const sub = args[0];
+        const rest = args.slice(1);
+        switch (sub) {
+            case 'add': {
+                if (rest.length < 5) return this.terminal.print('Usage: three timeline add <id> <time_sec> <x> <y> <z>', 'warning');
+                const id = rest[0];
+                const time = parseFloat(rest[1]);
+                if (isNaN(time)) return this.terminal.print('Time must be a number', 'warning');
+                const x = parseFloat(rest[2]), y = parseFloat(rest[3]), z = parseFloat(rest[4]);
+                this._timeline.push({ id, time, pos: [x, y, z], _applied: false });
+                this._timeline.sort((a, b) => a.time - b.time);
+                this.terminal.print(`Keyframe added: ${id} @ ${time}s → (${x}, ${y}, ${z})`, 'success');
+                break;
+            }
+            case 'play':
+                this._timeline.forEach(k => k._applied = false);
+                this._timelinePlaying = true;
+                this._timelineTime = 0;
+                this.terminal.print('▶️ Timeline playing', 'success');
+                break;
+            case 'pause':
+                this._timelinePlaying = false;
+                this.terminal.print('⏸ Timeline paused', 'info');
+                break;
+            case 'stop':
+                this._timelinePlaying = false;
+                this._timelineTime = 0;
+                this._timeline.forEach(k => k._applied = false);
+                this.terminal.print('⏹ Timeline stopped', 'info');
+                break;
+            case 'clear':
+                this._timeline = [];
+                this._timelinePlaying = false;
+                this._timelineTime = 0;
+                this.terminal.print('Timeline cleared', 'info');
+                break;
+            case 'list':
+                if (this._timeline.length === 0) return this.terminal.print('No keyframes', 'info');
+                this.terminal.print('=== Timeline (' + this._timeline.length + ' keyframes) ===', 'header');
+                for (const k of this._timeline) {
+                    this.terminal.print(`  ${k.id} @ ${k.time}s → (${k.pos[0]}, ${k.pos[1]}, ${k.pos[2]})`, 'info');
+                }
+                break;
+            default:
+                this.terminal.print('Unknown: ' + sub + '. Try: add, play, pause, stop, clear, list', 'warning');
+        }
+    }
+
+    // ── Interaction ──
+
+    _setClickHandler(args) {
+        if (args.length < 2) return this.terminal.print('Usage: three click <id> <command...>', 'warning');
+        const id = args[0];
+        const cmd = args.slice(1).join(' ');
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        this._clickHandlers[id] = cmd;
+        if (!this._clickableObjects.includes(id)) this._clickableObjects.push(id);
+        this.terminal.print(`Click handler set: ${id} → "${cmd}"`, 'success');
+    }
+
+    _setHoverHandler(args) {
+        if (args.length < 3) return this.terminal.print('Usage: three hover <id> <enterColor> <leaveColor>', 'warning');
+        const id = args[0];
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        this._hoverHandlers[id] = { enterColor: args[1], leaveColor: args[2], origColor: obj.mesh.material && obj.mesh.material.color ? obj.mesh.material.color.getHex() : null };
+        this.terminal.print(`Hover set: ${id}`, 'success');
+    }
+
+    _setFollow(id, targetId) {
+        const obj = this._objects.get(id);
+        const target = this._objects.get(targetId);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        if (!target) return this.terminal.print('Target not found: ' + targetId, 'error');
+        this._followTargets[id] = targetId;
+        this.terminal.print(`${id} now follows ${targetId}`, 'success');
+    }
+
+    _unfollow(id) {
+        if (this._followTargets[id]) {
+            delete this._followTargets[id];
+            this.terminal.print(`${id} stopped following`, 'info');
+        } else {
+            this.terminal.print('Not following: ' + id, 'warning');
+        }
+    }
+
+    _setPath(args) {
+        if (args.length < 4) return this.terminal.print('Usage: three path <id> <x> <y> <z> [more points...]', 'warning');
+        const id = args[0];
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
+        const coords = args.slice(1).map(parseFloat);
+        const points = [];
+        for (let i = 0; i < coords.length; i += 3) {
+            if (coords.length - i < 3) break;
+            points.push({ x: coords[i], y: coords[i+1], z: coords[i+2] });
+        }
+        if (points.length < 2) return this.terminal.print('Need at least 2 points (6 coordinates)', 'warning');
+        this._paths[id] = points;
+        this._pathProgress[id] = 0;
+        this.terminal.print(`Path set for ${id}: ${points.length} waypoints`, 'success');
+    }
+
+    // ── Avatars ──
+
+    _createAvatar(args) {
+        const T = this._THREE;
+        const name = args[0] || 'assistant';
+        const color = args[1] || '#00ff88';
+
+        // Remove existing avatar
+        if (this._avatar) {
+            this._scene.remove(this._avatar);
+            this._avatar = null;
+        }
+        if (this._speechBubble) {
+            this._scene.remove(this._speechBubble);
+            this._speechBubble = null;
+        }
+
+        const group = new T.Group();
+
+        // Body (rounded cylinder)
+        const bodyGeo = new T.CylinderGeometry(0.6, 0.7, 1.2, 12);
+        const bodyMat = new T.MeshStandardMaterial({ color, metalness: 0.3, roughness: 0.4, emissive: color, emissiveIntensity: 0.1 });
+        const body = new T.Mesh(bodyGeo, bodyMat);
+        body.position.y = 0.6;
+        body.castShadow = true;
+        group.add(body);
+
+        // Head (sphere)
+        const headGeo = new T.SphereGeometry(0.4, 16, 16);
+        const headMat = new T.MeshStandardMaterial({ color: 0xcccccc, metalness: 0.1, roughness: 0.3 });
+        const head = new T.Mesh(headGeo, headMat);
+        head.position.y = 1.4;
+        head.castShadow = true;
+        group.add(head);
+
+        // Eyes (two small spheres)
+        const eyeMat = new T.MeshStandardMaterial({ color: color, emissive: color, emissiveIntensity: 0.5 });
+        const eyeGeo = new T.SphereGeometry(0.08, 8, 8);
+        const leftEye = new T.Mesh(eyeGeo, eyeMat);
+        leftEye.position.set(-0.15, 1.5, 0.35);
+        group.add(leftEye);
+        const rightEye = new T.Mesh(eyeGeo, eyeMat);
+        rightEye.position.set(0.15, 1.5, 0.35);
+        group.add(rightEye);
+
+        // Arms (thin cylinders)
+        const armMat = new T.MeshStandardMaterial({ color: 0xaaaaaa, metalness: 0.2, roughness: 0.5 });
+        const armGeo = new T.CylinderGeometry(0.06, 0.06, 0.6, 6);
+        const leftArm = new T.Mesh(armGeo, armMat);
+        leftArm.position.set(-0.7, 0.8, 0);
+        leftArm.rotation.z = 0.2;
+        group.add(leftArm);
+        const rightArm = new T.Mesh(armGeo, armMat);
+        rightArm.position.set(0.7, 0.8, 0);
+        rightArm.rotation.z = -0.2;
+        group.add(rightArm);
+
+        group.position.set(0, 0, 0);
+        this._scene.add(group);
+        this._avatar = group;
+        this._avatarMood = 'neutral';
+
+        // Store body parts for animation
+        group.userData = { body, head, leftEye, rightEye, leftArm, rightArm, bodyMat, headMat };
+
+        this.terminal.print(`🤖 Avatar "${name}" created`, 'success');
+        return group;
+    }
+
+    _avatarPose(pose) {
+        if (!this._avatar) return this.terminal.print('No avatar. Create one with three avatar <name>', 'warning');
+        const parts = this._avatar.userData;
+        if (!parts) return;
+
+        switch (pose) {
+            case 'idle':
+                parts.leftArm.rotation.z = 0.2;
+                parts.rightArm.rotation.z = -0.2;
+                break;
+            case 'wave':
+                parts.rightArm.rotation.z = -1.5;
+                break;
+            case 'think':
+                parts.leftArm.rotation.z = 0.8;
+                parts.rightArm.rotation.z = -0.8;
+                parts.head.rotation.x = -0.2;
+                break;
+            case 'point':
+                parts.rightArm.rotation.z = -0.5;
+                parts.rightArm.rotation.x = -0.8;
+                break;
+            case 'cross':
+                parts.leftArm.rotation.z = 0.8;
+                parts.rightArm.rotation.z = -0.8;
+                break;
+            default:
+                this.terminal.print('Poses: idle, wave, think, point, cross', 'warning');
+        }
+    }
+
+    _avatarLookAt(x, y, z) {
+        if (!this._avatar) return this.terminal.print('No avatar', 'warning');
+        const parts = this._avatar.userData;
+        if (!parts || !parts.head) return;
+        const dx = x - this._avatar.position.x;
+        const dy = y - (this._avatar.position.y + 1.4);
+        const dz = z - this._avatar.position.z;
+        parts.head.rotation.x = Math.atan2(dy, Math.sqrt(dx*dx + dz*dz)) * 0.5;
+        parts.head.rotation.y = Math.atan2(dx, dz) * 0.5;
+    }
+
+    _avatarSpeak(text) {
+        if (!this._avatar) return this.terminal.print('No avatar', 'warning');
+        const T = this._THREE;
+
+        // Remove old speech bubble
+        if (this._speechBubble) {
+            if (this._speechBubble.material) {
+                if (this._speechBubble.material.map) this._speechBubble.material.map.dispose();
+                this._speechBubble.material.dispose();
+            }
+            this._speechBubble.removeFromParent();
+            this._speechBubble = null;
+        }
+        if (this._speechTimeout) clearTimeout(this._speechTimeout);
+
+        const canvas = document.createElement('canvas');
+        canvas.width = 512;
+        canvas.height = 128;
+        const ctx = canvas.getContext('2d');
+        ctx.fillStyle = 'rgba(0,0,0,0.8)';
+        ctx.roundRect ? ctx.roundRect(10, 10, 492, 108, 16) : ctx.fillRect(10, 10, 492, 108);
+        ctx.fill();
+        ctx.font = '24px monospace';
+        ctx.fillStyle = '#00ff88';
+        ctx.textAlign = 'center';
+        ctx.textBaseline = 'middle';
+        const lines = this._wrapText(ctx, text, 450);
+        lines.forEach((line, i) => {
+            ctx.fillText(line, 256, 40 + i * 30);
+        });
+
+        const texture = new T.CanvasTexture(canvas);
+        const mat = new T.SpriteMaterial({ map: texture, transparent: true, depthTest: false });
+        const sprite = new T.Sprite(mat);
+        sprite.position.set(0, 2.5, 0);
+        sprite.scale.set(3, 0.75, 1);
+        this._avatar.add(sprite);
+        this._speechBubble = sprite;
+        this._avatarMood = 'talking';
+
+        // Auto-clear talking state after text duration
+        setTimeout(() => {
+            if (this._avatarMood === 'talking') this._avatarMood = 'neutral';
+        }, Math.max(2000, text.length * 100));
+    }
+
+    _wrapText(ctx, text, maxWidth) {
+        const words = text.split(' ');
+        const lines = [];
+        let line = '';
+        for (const word of words) {
+            const test = line ? line + ' ' + word : word;
+            if (ctx.measureText(test).width > maxWidth && line) {
+                lines.push(line);
+                line = word;
+            } else {
+                line = test;
+            }
+        }
+        if (line) lines.push(line);
+        return lines.length > 0 ? lines : [''];
+    }
+
+    _avatarEmotion(emotion) {
+        if (!this._avatar) return this.terminal.print('No avatar', 'warning');
+        const parts = this._avatar.userData;
+        if (!parts) return;
+        this._avatarMood = emotion;
+
+        const colors = {
+            happy: 0x00ff88,
+            sad: 0x4488ff,
+            angry: 0xff4444,
+            confused: 0xffaa00,
+            thinking: 0xaa88ff,
+            neutral: 0x00ff88
+        };
+        const color = colors[emotion] || 0x00ff88;
+        if (parts.bodyMat) {
+            parts.bodyMat.color.setHex(color);
+            parts.bodyMat.emissive.setHex(color);
+        }
+        if (parts.leftEye && parts.rightEye) {
+            parts.leftEye.material.color.setHex(color);
+            parts.rightEye.material.color.setHex(color);
+        }
+        this.terminal.print(`Avatar emotion: ${emotion}`, 'success');
+    }
+
     // ── 3D Mindmap ──
 
     _renderMindmap(args) {
@@ -639,7 +1540,6 @@ class ThreeModule {
         };
         layout(root, null, 0, 0, Math.PI * 1.5);
 
-        const nodeMeshes = [];
         for (const n of nodes) {
             const radius = n.depth === 0 ? 0.6 : 0.3 + (1 / (n.depth + 1)) * 0.4;
             const geo = new T.SphereGeometry(radius, 16, 16);
@@ -652,8 +1552,7 @@ class ThreeModule {
             mesh.castShadow = true;
             mesh.userData = { id: n.id, text: n.text, depth: n.depth };
             this._scene.add(mesh);
-            nodeMeshes.push(mesh);
-            this._objects.push({ mesh, id: this._genId(), label: 'Mindmap: ' + n.text });
+            const _mmid = this._genId(); this._objects.set(_mmid, { mesh, id: _mmid, label: 'Mindmap: ' + n.text });
 
             // Text label sprite
             const canvas = document.createElement('canvas');
@@ -670,7 +1569,7 @@ class ThreeModule {
             sprite.position.set(n.pos.x, n.pos.y + radius + 0.5, n.pos.z);
             sprite.scale.set(2.5, 0.5, 1);
             this._scene.add(sprite);
-            this._objects.push({ mesh: sprite, id: this._genId(), label: 'Label: ' + n.text });
+            const _slid = this._genId(); this._objects.set(_slid, { mesh: sprite, id: _slid, label: 'Label: ' + n.text });
         }
 
         for (const e of edges) {
@@ -685,11 +1584,14 @@ class ThreeModule {
             const mat = new T.LineBasicMaterial({ color: 0x444466, transparent: true, opacity: 0.5 });
             const line = new T.Line(geo, mat);
             this._scene.add(line);
-            this._objects.push({ mesh: line, id: this._genId(), label: 'Edge' });
+            const _eid = this._genId(); this._objects.set(_eid, { mesh: line, id: _eid, label: 'Edge' });
         }
 
+        // Auto-frame camera
+        const nodeMeshes = Array.from(this._objects.values()).filter(o => o.mesh.type === 'Mesh').map(o => o.mesh);
         if (nodeMeshes.length > 0) {
-            const box = new T.Box3().setFromObjects(nodeMeshes);
+            const box = new T.Box3();
+            for (const m of nodeMeshes) box.expandByObject(m);
             const center = box.getCenter(new T.Vector3());
             const size = box.getSize(new T.Vector3());
             const maxDim = Math.max(size.x, size.y, size.z);
@@ -714,7 +1616,7 @@ class ThreeModule {
         const sunMat = new T.MeshStandardMaterial({ color: 0xffaa00, emissive: 0xff6600, emissiveIntensity: 0.5 });
         const sun = new T.Mesh(sunGeo, sunMat);
         this._scene.add(sun);
-        this._objects.push({ mesh: sun, id: this._genId(), label: 'Sun' });
+        const _sid = this._genId(); this._objects.set(_sid, { mesh: sun, id: _sid, label: 'Sun' });
 
         const planets = [
             { name: 'Mercury', radius: 0.15, orbit: 2.5, color: 0xaaaaaa, speed: 0.02 },
@@ -731,7 +1633,8 @@ class ThreeModule {
             mesh.position.x = p.orbit;
             mesh.userData = { orbit: p.orbit, speed: p.speed, angle: Math.random() * Math.PI * 2 };
             this._scene.add(mesh);
-            this._objects.push({ mesh, id: this._genId(), label: p.name, _animate: true, _data: mesh.userData });
+            const _pid = this._genId(); this._objects.set(_pid, { mesh, id: _pid, label: p.name });
+            this._animations[_pid] = { type: 'orbit', speed: p.speed, active: true, angle: Math.random() * Math.PI * 2, orbit: p.orbit };
 
             const ringPoints = [];
             for (let i = 0; i <= 64; i++) {
@@ -742,7 +1645,7 @@ class ThreeModule {
             const ringMat = new T.LineBasicMaterial({ color: 0x333355, transparent: true, opacity: 0.3 });
             const ring = new T.Line(ringGeo, ringMat);
             this._scene.add(ring);
-            this._objects.push({ mesh: ring, id: this._genId(), label: 'Orbit: ' + p.name });
+            const _rid = this._genId(); this._objects.set(_rid, { mesh: ring, id: _rid, label: 'Orbit: ' + p.name });
         }
         this.terminal.print('🌌 Solar system preset loaded', 'success');
     }
@@ -754,20 +1657,104 @@ class ThreeModule {
         const T = this._THREE;
         const size = parseInt(args[0]) || 5;
         const spacing = parseFloat(args[1]) || 2;
-
+        const count = (size * 2 + 1) ** 2;
+
+        const sharedGeo = new T.BoxGeometry(0.3, 0.3, 0.3);
+        const sharedMat = new T.MeshStandardMaterial({ emissiveIntensity: 0.1 });
+        const instancedMesh = new T.InstancedMesh(sharedGeo, sharedMat, count);
+        const dummy = new T.Object3D();
+        const color = new T.Color();
+        let idx = 0;
         for (let x = -size; x <= size; x++) {
             for (let z = -size; z <= size; z++) {
-                const geo = new T.BoxGeometry(0.3, 0.3, 0.3);
                 const hue = ((x + size) / (size * 2)) * 0.6 + 0.5;
-                const color = new T.Color().setHSL(hue, 0.8, 0.5);
-                const mat = new T.MeshStandardMaterial({ color, emissive: color, emissiveIntensity: 0.1 });
-                const mesh = new T.Mesh(geo, mat);
-                mesh.position.set(x * spacing, 0, z * spacing);
-                this._scene.add(mesh);
-                this._objects.push({ mesh, id: this._genId(), label: `Grid (${x},${z})` });
+                color.setHSL(hue, 0.8, 0.5);
+                dummy.position.set(x * spacing, 0, z * spacing);
+                dummy.updateMatrix();
+                instancedMesh.setMatrixAt(idx, dummy.matrix);
+                instancedMesh.setColorAt(idx, color);
+                idx++;
             }
         }
-        this.terminal.print(`📐 Grid preset: ${(size*2+1)**2} cubes`, 'success');
+        instancedMesh.instanceMatrix.needsUpdate = true;
+        instancedMesh.instanceColor.needsUpdate = true;
+        instancedMesh.castShadow = true;
+        this._scene.add(instancedMesh);
+        const _gid = this._genId(); this._objects.set(_gid, { mesh: instancedMesh, id: _gid, label: 'Grid' });
+        this.terminal.print(`📐 Grid preset: ${count} cubes (1 draw call)`, 'success');
+    }
+
+    _presetParticleField(args) {
+        if (!this._scene) this._createScene();
+        this._showContainer(this._mode);
+        this._clearScene();
+        const T = this._THREE;
+        const count = parseInt(args[0]) || 2000;
+        const spread = parseFloat(args[1]) || 30;
+
+        const geo = new T.BufferGeometry();
+        const positions = new Float32Array(count * 3);
+        const colors = new Float32Array(count * 3);
+        for (let i = 0; i < count; i++) {
+            positions[i*3] = (Math.random() - 0.5) * spread;
+            positions[i*3+1] = (Math.random() - 0.5) * spread * 0.5;
+            positions[i*3+2] = (Math.random() - 0.5) * spread;
+            const c = new T.Color().setHSL(Math.random() * 0.3 + 0.4, 0.8, 0.5);
+            colors[i*3] = c.r; colors[i*3+1] = c.g; colors[i*3+2] = c.b;
+        }
+        geo.setAttribute('position', new T.BufferAttribute(positions, 3));
+        geo.setAttribute('color', new T.BufferAttribute(colors, 3));
+        const mat = new T.PointsMaterial({
+            size: 0.2, vertexColors: true, transparent: true, opacity: 0.8,
+            blending: T.AdditiveBlending, sizeAttenuation: true
+        });
+        const points = new T.Points(geo, mat);
+        this._scene.add(points);
+        const _pfid = this._genId(); this._objects.set(_pfid, { mesh: points, id: _pfid, label: 'Particle Field' });
+        this.terminal.print(`✨ Particle field: ${count} stars`, 'success');
+    }
+
+    // ── Import ──
+
+    async _importModel(args) {
+        if (!args[0]) return this.terminal.print('Usage: three import <url>', 'warning');
+        const url = args[0];
+
+        // Check cache
+        if (this._importCache[url]) {
+            const cached = this._importCache[url];
+            const newMesh = cached.clone();
+            this._scene.add(newMesh);
+            const id = this._genId();
+            this._objects.set(id, { mesh: newMesh, id, label: 'Imported: ' + url.split('/').pop() });
+            this.terminal.print(`Loaded cached model (${id})`, 'success');
+            return id;
+        }
+
+        this.terminal.print('📥 Loading model from ' + url + '...', 'info');
+        try {
+            // Load GLTFLoader if not already loaded
+            if (typeof THREE.GLTFLoader === 'undefined') {
+                await this._loadScript('downloads/GLTFLoader.js');
+            }
+            const T = this._THREE;
+            const loader = new T.GLTFLoader();
+            const gltf = await new Promise((resolve, reject) => {
+                loader.load(url, resolve, undefined, reject);
+            });
+            const model = gltf.scene || gltf;
+            if (!this._scene) this._createScene();
+            if (!this._visible) this._showContainer(this._mode);
+            this._scene.add(model);
+            const id = this._genId();
+            this._objects.set(id, { mesh: model, id, label: 'Imported: ' + url.split('/').pop() });
+            this._importCache[url] = model;
+            this.terminal.print('📦 Model imported (' + id + ')', 'success');
+            return id;
+        } catch (e) {
+            this.terminal.print('❌ Import failed: ' + e.message, 'error');
+            return null;
+        }
     }
 
     // ── Export ──
@@ -775,11 +1762,11 @@ class ThreeModule {
     _export(args) {
         if (!this._scene) return this.terminal.print('No scene to export', 'warning');
         const rawName = args[0] || 'three-scene';
-        const name = rawName.replace(/[<>&"']/g, function(c) { return {'<':'&lt;','>':'&gt;','&':'&amp;','"':'&quot;',"'":'&#39;'}[c]; });
+        const name = rawName.replace(/[^a-zA-Z0-9_-]/g, '_');
         const T = this._THREE;
 
         const objects = [];
-        for (const obj of this._objects) {
+        for (const obj of this._objects.values()) {
             const m = obj.mesh;
             if (m.type === 'Mesh' || m.type === 'Points' || m.type === 'Sprite' || m.type === 'Line') {
                 const hexColor = m.material && m.material.color ? m.material.color.getHex() : null;
@@ -894,22 +1881,56 @@ class ThreeModule {
 
     _clearScene() {
         if (!this._scene) return;
+        const savedObjects = Array.from(this._objects.values());
+        this._pushUndo('clear', savedObjects);
         this._disposeAllObjects();
+        this._animations = {};
+        this._clickHandlers = {};
+        this._hoverHandlers = {};
+        this._followTargets = {};
+        this._paths = {};
+        this._pathProgress = {};
+        this._clickableObjects = [];
+        this._timeline = [];
+        this._timelinePlaying = false;
+        this._timelineTime = 0;
+        if (this._avatar) {
+            this._avatar.traverse((child) => {
+                if (child.geometry) child.geometry.dispose();
+                if (child.material) {
+                    if (child.material.map) child.material.map.dispose();
+                    child.material.dispose();
+                }
+            });
+            this._scene.remove(this._avatar);
+            this._avatar = null;
+        }
+        if (this._speechBubble) {
+            if (this._speechBubble.material) {
+                if (this._speechBubble.material.map) this._speechBubble.material.map.dispose();
+                this._speechBubble.material.dispose();
+            }
+            this._speechBubble = null;
+        }
+        if (this._speechTimeout) clearTimeout(this._speechTimeout);
+        this._speechTimeout = null;
     }
 
     _listObjects() {
-        if (this._objects.length === 0) return this.terminal.print('No objects in scene', 'info');
-        this.terminal.print(`=== 3D Objects (${this._objects.length}) ===`, 'header');
-        for (const obj of this._objects) {
+        if (this._objects.size === 0) return this.terminal.print('No objects in scene', 'info');
+        this.terminal.print(`=== 3D Objects (${this._objects.size}) ===`, 'header');
+        for (const obj of this._objects.values()) {
             const pos = obj.mesh.position;
-            this.terminal.print(`  ${obj.id}  ${obj.label}  @ (${pos.x.toFixed(1)}, ${pos.y.toFixed(1)}, ${pos.z.toFixed(1)})`);
+            const anim = this._animations[obj.id] ? ' ▶️' : '';
+            const click = this._clickHandlers[obj.id] ? ' 👆' : '';
+            const follow = this._followTargets[obj.id] ? ' 🔗' : '';
+            this.terminal.print(`  ${obj.id}  ${obj.label}  @ (${pos.x.toFixed(1)}, ${pos.y.toFixed(1)}, ${pos.z.toFixed(1)})${anim}${click}${follow}`);
         }
     }
 
     _removeObject(id) {
-        const idx = this._objects.findIndex(o => o.id === id);
-        if (idx === -1) return this.terminal.print('Object not found: ' + id, 'error');
-        const obj = this._objects[idx];
+        const obj = this._objects.get(id);
+        if (!obj) return this.terminal.print('Object not found: ' + id, 'error');
         this._scene.remove(obj.mesh);
         if (obj.mesh.geometry) obj.mesh.geometry.dispose();
         if (obj.mesh.material) {
@@ -919,19 +1940,42 @@ class ThreeModule {
                 m.dispose();
             });
         }
-        this._objects.splice(idx, 1);
+        this._objects.delete(id);
+        delete this._animations[id];
+        delete this._clickHandlers[id];
+        delete this._hoverHandlers[id];
+        delete this._followTargets[id];
+        delete this._paths[id];
+        delete this._pathProgress[id];
+        this._clickableObjects = this._clickableObjects.filter(c => c !== id);
         this.terminal.print(`Removed ${id}`, 'success');
     }
 
     _setBgColor(args) {
         if (!args[0]) return this.terminal.print('Usage: three bgcolor <hex> (e.g. #0a0a14)', 'warning');
-        const color = parseInt(args[0].replace('#', ''), 16);
-        if (isNaN(color)) return this.terminal.print('Invalid color', 'warning');
+        const colorStr = String(args[0] || '').replace('#', '');
+        const color = parseInt(colorStr, 16);
+        if (isNaN(color) || colorStr.length < 3) return this.terminal.print('Invalid color', 'warning');
         this._backgroundColor = color;
         if (this._scene) this._scene.background = new this._THREE.Color(color);
         this.terminal.print(`Background set to ${args[0]}`, 'success');
     }
 
+    _takeSnapshot() {
+        if (!this._renderer || !this._scene) return this.terminal.print('No scene to capture', 'warning');
+        try {
+            this._renderer.render(this._scene, this._camera);
+            const dataUrl = this._renderer.domElement.toDataURL('image/png');
+            const link = document.createElement('a');
+            link.download = 'three-snapshot-' + Date.now() + '.png';
+            link.href = dataUrl;
+            link.click();
+            this.terminal.print('📸 Snapshot saved', 'success');
+        } catch (e) {
+            this.terminal.print('Snapshot failed: ' + e.message, 'error');
+        }
+    }
+
     // ── Main dispatch ──
 
     async _dispatch(args) {
@@ -973,24 +2017,29 @@ class ThreeModule {
             case 'add': {
                 const type = rest[0];
                 const params = rest.slice(1);
-                if (!type) return this.terminal.print('Usage: three add box|sphere|torus|text|particles|line [params...]', 'warning');
+                if (!type) return this.terminal.print('Usage: three add box|sphere|cylinder|cone|torus|torusknot|text|particles|line [params...]', 'warning');
                 if (!this._scene) this._createScene();
                 if (!this._visible) this._showContainer(this._mode);
                 switch (type) {
                     case 'box': this._addBox(params); break;
                     case 'sphere': this._addSphere(params); break;
+                    case 'cylinder': this._addCylinder(params); break;
+                    case 'cone': this._addCone(params); break;
                     case 'torus': this._addTorus(params); break;
+                    case 'torusknot': this._addTorusKnot(params); break;
                     case 'text': this._addText(params); break;
                     case 'particles': this._addParticles(params); break;
                     case 'line': this._addLine(params); break;
-                    default: this.terminal.print('Unknown type: ' + type + '. Try: box, sphere, torus, text, particles, line', 'warning');
+                    default: this.terminal.print('Unknown type: ' + type + '. Try: box, sphere, cylinder, cone, torus, torusknot, text, particles, line', 'warning');
                 }
                 break;
             }
             case 'camera': {
                 if (rest.length < 3) return this.terminal.print('Usage: three camera <x> <y> <z>', 'warning');
                 if (!this._camera) return this.terminal.print('No scene. Create one with three scene first.', 'warning');
-                this._camera.position.set(parseFloat(rest[0]), parseFloat(rest[1]), parseFloat(rest[2]));
+                const cx = parseFloat(rest[0]), cy = parseFloat(rest[1]), cz = parseFloat(rest[2]);
+                if ([cx, cy, cz].some(v => isNaN(v))) return this.terminal.print('Invalid number in camera position', 'warning');
+                this._camera.position.set(cx, cy, cz);
                 this._controls.update();
                 this.terminal.print(`Camera moved to (${rest[0]}, ${rest[1]}, ${rest[2]})`, 'success');
                 break;
@@ -1002,6 +2051,110 @@ class ThreeModule {
                 this.terminal.print(`Orbit controls: ${this._orbitEnabled ? 'ON' : 'OFF'}`, 'info');
                 break;
             }
+            case 'pos': {
+                if (rest.length < 4) return this.terminal.print('Usage: three pos <id> <x> <y> <z>', 'warning');
+                const px = parseFloat(rest[1]), py = parseFloat(rest[2]), pz = parseFloat(rest[3]);
+                if ([px, py, pz].some(v => isNaN(v))) return this.terminal.print('Invalid number in position', 'warning');
+                this._setPosition(rest[0], px, py, pz);
+                break;
+            }
+            case 'rotate': {
+                if (rest.length < 4) return this.terminal.print('Usage: three rotate <id> <x> <y> <z> (radians)', 'warning');
+                const rx = parseFloat(rest[1]), ry = parseFloat(rest[2]), rz = parseFloat(rest[3]);
+                if ([rx, ry, rz].some(v => isNaN(v))) return this.terminal.print('Invalid number in rotation', 'warning');
+                this._setRotation(rest[0], rx, ry, rz);
+                break;
+            }
+            case 'scale': {
+                if (rest.length < 4) return this.terminal.print('Usage: three scale <id> <x> <y> <z>', 'warning');
+                const sx = parseFloat(rest[1]), sy = parseFloat(rest[2]), sz = parseFloat(rest[3]);
+                if ([sx, sy, sz].some(v => isNaN(v))) return this.terminal.print('Invalid number in scale', 'warning');
+                this._setScale(rest[0], sx, sy, sz);
+                break;
+            }
+            case 'color': {
+                if (rest.length < 2) return this.terminal.print('Usage: three color <id> <hex>', 'warning');
+                this._setColor(rest[0], rest[1]);
+                break;
+            }
+            case 'material': {
+                if (rest.length < 3) return this.terminal.print('Usage: three material <id> <key> <value>', 'warning');
+                this._setMaterial(rest[0], rest[1], rest[2]);
+                break;
+            }
+            case 'duplicate': {
+                if (!rest[0]) return this.terminal.print('Usage: three duplicate <id>', 'warning');
+                this._duplicateObject(rest[0]);
+                break;
+            }
+            case 'group': {
+                if (rest.length < 2) return this.terminal.print('Usage: three group <id1> <id2> ...', 'warning');
+                this._groupObjects(rest);
+                break;
+            }
+            case 'ungroup': {
+                if (!rest[0]) return this.terminal.print('Usage: three ungroup <id>', 'warning');
+                this._ungroupObject(rest[0]);
+                break;
+            }
+            case 'animate': {
+                this._animateObject(rest);
+                break;
+            }
+            case 'stop': {
+                this._stopAnimation(rest);
+                break;
+            }
+            case 'timeline': {
+                this._timelineCommand(rest);
+                break;
+            }
+            case 'click': {
+                this._setClickHandler(rest);
+                break;
+            }
+            case 'hover': {
+                this._setHoverHandler(rest);
+                break;
+            }
+            case 'follow': {
+                if (rest.length < 2) return this.terminal.print('Usage: three follow <id> <target-id>', 'warning');
+                this._setFollow(rest[0], rest[1]);
+                break;
+            }
+            case 'unfollow': {
+                if (!rest[0]) return this.terminal.print('Usage: three unfollow <id>', 'warning');
+                this._unfollow(rest[0]);
+                break;
+            }
+            case 'path': {
+                this._setPath(rest);
+                break;
+            }
+            case 'avatar': {
+                this._createAvatar(rest);
+                break;
+            }
+            case 'pose': {
+                if (!rest[0]) return this.terminal.print('Usage: three pose idle|wave|think|point|cross', 'warning');
+                this._avatarPose(rest[0]);
+                break;
+            }
+            case 'look': {
+                if (rest.length < 3) return this.terminal.print('Usage: three look <x> <y> <z>', 'warning');
+                this._avatarLookAt(parseFloat(rest[0]), parseFloat(rest[1]), parseFloat(rest[2]));
+                break;
+            }
+            case 'speak': {
+                if (!rest[0]) return this.terminal.print('Usage: three speak <text...>', 'warning');
+                this._avatarSpeak(rest.join(' '));
+                break;
+            }
+            case 'emotion': {
+                if (!rest[0]) return this.terminal.print('Usage: three emotion happy|sad|angry|confused|thinking|neutral', 'warning');
+                this._avatarEmotion(rest[0]);
+                break;
+            }
             case 'clear':
                 this._clearScene();
                 this.terminal.print('Scene cleared', 'success');
@@ -1013,39 +2166,95 @@ class ThreeModule {
                 if (!rest[0]) return this.terminal.print('Usage: three remove <id>', 'warning');
                 this._removeObject(rest[0]);
                 break;
-            case 'pos':
-                if (rest.length < 4) return this.terminal.print('Usage: three pos <id> <x> <y> <z>', 'warning');
-                this._setPosition(rest[0], parseFloat(rest[1]), parseFloat(rest[2]), parseFloat(rest[3]));
-                break;
             case 'mindmap':
                 this._renderMindmap(rest);
                 break;
             case 'export':
                 this._export(rest);
                 break;
+            case 'import':
+                await this._importModel(rest);
+                break;
             case 'preset': {
                 const preset = rest[0] || 'solar';
                 if (!this._scene) this._createScene();
                 if (!this._visible) this._showContainer(this._mode);
                 if (preset === 'solar') this._presetSolarSystem();
                 else if (preset === 'grid') this._presetGrid(rest.slice(1));
-                else this.terminal.print('Presets: solar, grid', 'warning');
+                else if (preset === 'particles' || preset === 'stars') this._presetParticleField(rest.slice(1));
+                else this.terminal.print('Presets: solar, grid, particles', 'warning');
                 break;
             }
             case 'bgcolor':
                 this._setBgColor(rest);
                 break;
+            case 'bloom':
+                this._bloomEnabled = !this._bloomEnabled;
+                this.terminal.print('Bloom ' + (this._bloomEnabled ? 'ON' : 'OFF'), 'success');
+                break;
+            case 'select':
+                this._selectObject(rest[0]);
+                break;
+            case 'undo':
+                this._undo();
+                break;
+            case 'redo':
+                this._redo();
+                break;
+            case 'rename':
+                if (rest.length < 2) return this.terminal.print('Usage: three rename <id> <newName>', 'warning');
+                this._renameObject(rest[0], rest.slice(1).join(' '));
+                break;
+            case 'batch': {
+                const sub = rest[0];
+                const target = rest[1];
+                const ids = target === 'all' ? Array.from(this._objects.keys()) : [target];
+                if (sub === 'color' && rest[2]) {
+                    for (const bid of ids) {
+                        const bo = this._objects.get(bid);
+                        if (bo && bo.mesh.material && bo.mesh.material.color) {
+                            bo.mesh.material.color.set(rest[2]);
+                        }
+                    }
+                    this.terminal.print(`Batch color ${rest[2]} applied to ${ids.length} objects`, 'success');
+                } else if (sub === 'remove') {
+                    for (const bid of ids) this._removeObject(bid);
+                    this.terminal.print(`Batch removed ${ids.length} objects`, 'success');
+                } else if (sub === 'animate' && rest[2]) {
+                    for (const bid of ids) this._animateObject([bid, rest[2], rest[3] || '1']);
+                    this.terminal.print(`Batch animated ${ids.length} objects`, 'success');
+                } else if (sub === 'stop') {
+                    for (const bid of ids) { delete this._animations[bid]; }
+                    this.terminal.print(`Batch stopped ${ids.length} objects`, 'success');
+                } else {
+                    this.terminal.print('Usage: three batch color|remove|animate|stop <id|all> [params]', 'warning');
+                }
+                break;
+            }
+            case 'gizmo':
+                if (!this._transformControls) return this.terminal.print('TransformControls not loaded', 'warning');
+                const gmode = rest[0] || 'translate';
+                if (['translate', 'rotate', 'scale'].includes(gmode)) {
+                    this._transformControls.setMode(gmode);
+                    this.terminal.print('Gizmo mode: ' + gmode, 'success');
+                } else {
+                    this.terminal.print('Modes: translate, rotate, scale', 'warning');
+                }
+                break;
             case 'hide':
                 this._hideContainer();
                 this.terminal.print('3D view closed. Use three scene or three fullscreen to reopen.', 'info');
                 break;
+            case 'snapshot':
+                this._takeSnapshot();
+                break;
             default:
                 this.terminal.print('Unknown subcommand: ' + sub + '. Try: three help', 'warning');
         }
     }
 
     _printHelp() {
-        this.terminal.print('=== Three.js 3D Module (v4.5.82) ===', 'header');
+        this.terminal.print('=== Three.js 3D Module (v4.5.86) ===', 'header');
         this.terminal.print('', '');
         this.terminal.print('  ── Scene ──', 'info');
         this.terminal.print('  three scene                    Open 3D in top panel (default)');
@@ -1054,31 +2263,66 @@ class ThreeModule {
         this.terminal.print('  three hide                     Close 3D view (or press Esc)');
         this.terminal.print('  three clear                    Remove all objects');
         this.terminal.print('  three bgcolor <hex>            Set background color (e.g. #0a0a14)');
+        this.terminal.print('  three snapshot                 Save PNG screenshot');
         this.terminal.print('', '');
         this.terminal.print('  ── Objects ──', 'info');
         this.terminal.print('  three add box [size] [color]   Add a box');
         this.terminal.print('  three add sphere [r] [color]   Add a sphere');
+        this.terminal.print('  three add cylinder [rt] [rb] [h] [c]  Add a cylinder');
+        this.terminal.print('  three add cone [r] [h] [c]    Add a cone');
         this.terminal.print('  three add torus [r] [tube] [c] Add a torus');
+        this.terminal.print('  three add torusknot [r] [tube] [c]  Add a torus knot');
         this.terminal.print('  three add text <text> [color]  Add 2D text sprite');
         this.terminal.print('  three add particles [n] [c]    Add particle system');
         this.terminal.print('  three add line x1 y1 z1 x2 y2 z2 [color]  Add a line');
         this.terminal.print('  three list                     List all objects');
         this.terminal.print('  three remove <id>              Remove an object');
+        this.terminal.print('  three duplicate <id>           Clone an object');
+        this.terminal.print('  three group <id1> <id2> ...    Group objects together');
+        this.terminal.print('  three ungroup <id>             Ungroup a group');
+        this.terminal.print('', '');
+        this.terminal.print('  ── Transforms ──', 'info');
         this.terminal.print('  three pos <id> <x> <y> <z>    Move an object');
+        this.terminal.print('  three rotate <id> <x> <y> <z> Rotate (radians)');
+        this.terminal.print('  three scale <id> <x> <y> <z>  Scale an object');
+        this.terminal.print('  three color <id> <hex>        Change object color');
+        this.terminal.print('  three material <id> <k> <v>   Change material (metalness, roughness, opacity)');
         this.terminal.print('', '');
         this.terminal.print('  ── Camera & Controls ──', 'info');
         this.terminal.print('  three camera <x> <y> <z>      Set camera position');
         this.terminal.print('  three orbit                   Toggle orbit controls');
         this.terminal.print('', '');
+        this.terminal.print('  ── Animations ──', 'info');
+        this.terminal.print('  three animate <id> rotate|bounce|float|orbit [speed]  Animate object');
+        this.terminal.print('  three stop [id]                Stop animation(s)');
+        this.terminal.print('  three timeline add <id> <t> <x> <y> <z>  Add keyframe');
+        this.terminal.print('  three timeline play|pause|stop|clear|list  Control timeline');
+        this.terminal.print('', '');
+        this.terminal.print('  ── Interaction ──', 'info');
+        this.terminal.print('  three click <id> <cmd...>     Make object clickable (runs command)');
+        this.terminal.print('  three hover <id> <enter> <leave>  Hover highlight colors');
+        this.terminal.print('  three follow <id> <target>    Make object follow another');
+        this.terminal.print('  three unfollow <id>           Stop following');
+        this.terminal.print('  three path <id> <x> <y> <z> [more...]  Set waypoint path');
+        this.terminal.print('', '');
+        this.terminal.print('  ── Avatars ──', 'info');
+        this.terminal.print('  three avatar [name] [color]   Create an AI avatar');
+        this.terminal.print('  three pose idle|wave|think|point|cross  Set avatar pose');
+        this.terminal.print('  three look <x> <y> <z>        Avatar looks at point');
+        this.terminal.print('  three speak <text...>         Show speech bubble');
+        this.terminal.print('  three emotion happy|sad|angry|confused|thinking|neutral');
+        this.terminal.print('', '');
         this.terminal.print('  ── Mindmap ──', 'info');
         this.terminal.print('  three mindmap [name]           Render current mindmap in 3D');
         this.terminal.print('', '');
         this.terminal.print('  ── Presets ──', 'info');
         this.terminal.print('  three preset solar             Solar system');
         this.terminal.print('  three preset grid [n] [spc]    Color grid of cubes');
+        this.terminal.print('  three preset particles [n] [spread]  Star field');
         this.terminal.print('', '');
-        this.terminal.print('  ── Export ──', 'info');
+        this.terminal.print('  ── Import/Export ──', 'info');
         this.terminal.print('  three export [name]            Export scene as standalone HTML');
+        this.terminal.print('  three import <url>             Import 3D model (GLTF/GLB)');
         this.terminal.print('', '');
         this.terminal.print('  ── AI Tools ──', 'info');
         this.terminal.print('  The AI can create 3D scenes via create_3d_scene tool.');
@@ -1136,6 +2380,11 @@ class ThreeModule {
             results.push('torus');
         }
 
+        if (desc.includes('avatar') || desc.includes('character') || desc.includes('robot')) {
+            this._createAvatar(['assistant', '#00ff88']);
+            results.push('avatar');
+        }
+
         if (desc.includes('solar') || desc.includes('planet')) {
             this._presetSolarSystem();
             return 'Created solar system preset';
@@ -1147,10 +2396,10 @@ class ThreeModule {
         }
 
         if (results.length === 0) {
-            this._addBox(['1', '#818cf8']);
-            this._addSphere(['0.6', '#34d399']);
-            this._setPosition('obj_1', -2, 0, 0);
-            this._setPosition('obj_2', 2, 0, 0);
+            const id1 = this._addBox(['1', '#818cf8']);
+            const id2 = this._addSphere(['0.6', '#34d399']);
+            this._setPosition(id1, -2, 0, 0);
+            this._setPosition(id2, 2, 0, 0);
             results.push('default scene');
         }
 
diff --git a/modules/ext/tutorial.js b/modules/ext/tutorial.js
index af4f4fa..e080efd 100644
--- a/modules/ext/tutorial.js
+++ b/modules/ext/tutorial.js
@@ -280,8 +280,4 @@ class TutorialModule {
             setTimeout(() => el.remove(), 5000);
         }
     }
-}
-
-if (typeof window.webx11 !== 'undefined' && window.webx11) {
-    webx11.moduleManager.registerModule(new TutorialModule(), 'https://webx11.duckdns.org/spaces/newos4/modules/ext/tutorial.js');
-}
+}
\ No newline at end of file
diff --git a/modules/ext/voice.js b/modules/ext/voice.js
index b243ace..284d6f3 100644
--- a/modules/ext/voice.js
+++ b/modules/ext/voice.js
@@ -9,9 +9,29 @@ class VoiceModule {
         this._lastError = '';
         this._sttEndpoint = '/vmai-api/stt';  // VaultMind STT via nginx proxy
         this._recordingDuration = 10000;        // 10s auto-stop
+        this._voices = [];
+        this._autoSpeak = false;
+    }
+    init(terminal) {
+        this.terminal = terminal;
+        // Pre-load TTS voices (Chrome loads async)
+        if (typeof speechSynthesis !== 'undefined') {
+            this._voices = speechSynthesis.getVoices() || [];
+            if (this._voices.length === 0) {
+                var self = this;
+                speechSynthesis.onvoiceschanged = function() {
+                    self._voices = speechSynthesis.getVoices() || [];
+                };
+            }
+        }
+    }
+    _getBestVoice() {
+        var voices = this._voices.length > 0 ? this._voices : (typeof speechSynthesis !== 'undefined' ? speechSynthesis.getVoices() : []);
+        return voices.find(function(v) { return v.lang && v.lang.startsWith('en') && v.name.includes('Google'); })
+            || voices.find(function(v) { return v.lang && v.lang.startsWith('en'); })
+            || (voices.length > 0 ? voices[0] : null);
     }
     requirements() {
-        // MediaRecorder + getUserMedia work on ALL modern browsers
         const hasMic = typeof navigator !== 'undefined' && !!navigator.mediaDevices?.getUserMedia;
         const hasRecorder = typeof MediaRecorder !== 'undefined';
         if (hasMic && hasRecorder) {
@@ -23,26 +43,20 @@ class VoiceModule {
         return { met: false, missing };
     }
     getHelpInfo() {
-        return { 'voice': 'voice [stop] — Start voice recording (Whisper STT), or type "voice stop" to cancel' };
+        return { 'voice': 'voice [stop] — Start voice recording (Whisper STT), or type "voice stop" to cancel', 'speak': 'speak [text] — Text-to-speech. No args = toggle auto-speak for AI responses' };
     }
     registerCommands() {
         this.commands['voice'] = (args) => this.handle(args);
         this.commands['speak'] = (args) => this.speak(args);
     }
 
-    getHelpInfo() {
-        return { 'voice': 'voice [stop] — Start voice recording (Whisper STT), or type "voice stop" to cancel', 'speak': 'speak [text] — Text-to-speech. No args = toggle auto-speak for AI responses' };
-    }
-
     speak(args) {
         const text = args.join(' ').trim();
         if (!text) {
-            // If no text, check if speechSynthesis is available
             if (typeof speechSynthesis === 'undefined') {
                 this.terminal.print('🔊 TTS not supported in this browser', 'error');
                 return;
             }
-            // Toggle auto-speak mode
             this._autoSpeak = !this._autoSpeak;
             this.terminal.print(this._autoSpeak ? '🔊 Auto-speak ON — AI responses will be spoken' : '🔊 Auto-speak OFF', 'info');
             return;
@@ -51,40 +65,59 @@ class VoiceModule {
             this.terminal.print('🔊 TTS not supported in this browser', 'error');
             return;
         }
+        this._doSpeak(text);
+        this.terminal.print('🔊 Speaking: "' + text.substring(0, 80) + (text.length > 80 ? '...' : '') + '"', 'info');
+    }
+
+    _doSpeak(text) {
+        var self = this;
         speechSynthesis.cancel();
-        const utter = new SpeechSynthesisUtterance(text);
+        var utter = new SpeechSynthesisUtterance(text);
         utter.rate = parseFloat(localStorage.getItem('webx11_tts_rate') || '1.0');
         utter.pitch = 1.0;
         utter.volume = 1.0;
-        // Try to use a good English voice
-        const voices = speechSynthesis.getVoices();
-        const enVoice = voices.find(v => v.lang.startsWith('en') && v.name.includes('Google')) || voices.find(v => v.lang.startsWith('en'));
-        if (enVoice) utter.voice = enVoice;
-        utter.onstart = () => this._updateButton(true);
-        utter.onend = () => this._updateButton(false);
-        utter.onerror = () => this._updateButton(false);
-        speechSynthesis.speak(utter);
-        this.terminal.print('🔊 Speaking: "' + text.substring(0, 80) + (text.length > 80 ? '...' : '') + '"', 'info');
+        var voice = this._getBestVoice();
+        if (voice) utter.voice = voice;
+        utter.onstart = function() { self._updateButton(true); };
+        utter.onend = function() { self._updateButton(false); };
+        utter.onerror = function() { self._updateButton(false); };
+        // If voices not loaded yet, wait for voiceschanged with 2s timeout
+        if (this._voices.length === 0 && typeof speechSynthesis !== 'undefined') {
+            var spoken = false;
+            var onReady = function() {
+                if (spoken) return;
+                spoken = true;
+                var v = self._getBestVoice();
+                if (v) utter.voice = v;
+                speechSynthesis.cancel();
+                speechSynthesis.speak(utter);
+                speechSynthesis.onvoiceschanged = null;
+            };
+            speechSynthesis.onvoiceschanged = onReady;
+            setTimeout(function() {
+                if (!spoken) {
+                    spoken = true;
+                    speechSynthesis.onvoiceschanged = null;
+                    speechSynthesis.cancel();
+                    speechSynthesis.speak(utter);
+                }
+            }, 2000);
+        } else {
+            speechSynthesis.speak(utter);
+        }
     }
 
     speakText(text) {
-        // Called by AI assistant to auto-speak responses
         if (!this._autoSpeak || typeof speechSynthesis === 'undefined') return;
         speechSynthesis.cancel();
-        // Strip markdown/code blocks for cleaner speech
         const clean = text.replace(/```[\s\S]*?```/g, ' code block ').replace(/[*_#|`>]/g, '').replace(/\n+/g, '. ').trim();
         if (clean.length > 500) {
-            // Split long text into chunks
             const chunks = clean.match(/.{1,500}/g);
-            chunks.forEach(c => {
-                const u = new SpeechSynthesisUtterance(c);
-                u.rate = parseFloat(localStorage.getItem('webx11_tts_rate') || '1.0');
-                speechSynthesis.speak(u);
-            });
+            for (var i = 0; i < chunks.length; i++) {
+                this._doSpeak(chunks[i]);
+            }
         } else {
-            const u = new SpeechSynthesisUtterance(clean);
-            u.rate = parseFloat(localStorage.getItem('webx11_tts_rate') || '1.0');
-            speechSynthesis.speak(u);
+            this._doSpeak(clean);
         }
     }
     handle(args) {
diff --git a/review-glm5.2.html b/review-glm5.2.html
new file mode 100644
index 0000000..3d776d0
--- /dev/null
+++ b/review-glm5.2.html
@@ -0,0 +1,329 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>newOS4 Code Review — GLM 5.2</title>
+<style>
+:root {
+  --bg: #0a0e17;
+  --bg2: #111827;
+  --border: #1e293b;
+  --text: #e2e8f0;
+  --text-muted: #94a3b8;
+  --critical: #ef4444;
+  --high: #f97316;
+  --medium: #eab308;
+  --low: #22c55e;
+  --accent: #6366f1;
+  --accent2: #8b5cf6;
+}
+* { margin: 0; padding: 0; box-sizing: border-box; }
+body {
+  background: var(--bg);
+  color: var(--text);
+  font-family: 'Inter', -apple-system, BlinkMacSystemFont, sans-serif;
+  line-height: 1.6;
+  padding: 2rem;
+  max-width: 960px;
+  margin: 0 auto;
+}
+h1 { font-size: 2rem; margin-bottom: 0.5rem; background: linear-gradient(135deg, var(--accent), var(--accent2)); -webkit-background-clip: text; -webkit-text-fill-color: transparent; }
+.subtitle { color: var(--text-muted); margin-bottom: 2rem; font-size: 0.9rem; }
+h2 { font-size: 1.3rem; margin: 2rem 0 1rem; padding-bottom: 0.5rem; border-bottom: 1px solid var(--border); color: var(--accent); }
+h3 { font-size: 1.1rem; margin: 1.5rem 0 0.5rem; color: var(--text); }
+.severity { display: inline-block; padding: 2px 8px; border-radius: 4px; font-size: 0.75rem; font-weight: 600; text-transform: uppercase; letter-spacing: 0.5px; }
+.critical { background: rgba(239,68,68,0.15); color: var(--critical); }
+.high { background: rgba(249,115,22,0.15); color: var(--high); }
+.medium { background: rgba(234,179,8,0.15); color: var(--medium); }
+.low { background: rgba(34,197,94,0.15); color: var(--low); }
+.finding { background: var(--bg2); border: 1px solid var(--border); border-radius: 8px; padding: 1rem; margin: 0.75rem 0; }
+.finding .file { font-family: 'JetBrains Mono', monospace; font-size: 0.85rem; color: var(--accent); margin-bottom: 0.3rem; }
+.finding .impact { color: var(--text-muted); font-size: 0.9rem; margin: 0.3rem 0; }
+.finding .fix { color: var(--low); font-size: 0.9rem; margin-top: 0.3rem; }
+.finding.cr { border-left: 3px solid var(--critical); }
+.finding.hi { border-left: 3px solid var(--high); }
+.finding.md { border-left: 3px solid var(--medium); }
+.finding.lo { border-left: 3px solid var(--low); }
+.section-grid { display: grid; gap: 0.5rem; margin: 0.5rem 0; }
+.tag { display: inline-block; padding: 1px 6px; border-radius: 3px; font-size: 0.75rem; background: var(--bg2); border: 1px solid var(--border); margin-right: 4px; }
+ul { padding-left: 1.5rem; margin: 0.5rem 0; }
+li { margin: 0.3rem 0; }
+.stats { display: grid; grid-template-columns: repeat(auto-fit, minmax(140px, 1fr)); gap: 1rem; margin: 1.5rem 0; }
+.stat-card { background: var(--bg2); border: 1px solid var(--border); border-radius: 8px; padding: 1rem; text-align: center; }
+.stat-card .num { font-size: 2rem; font-weight: 700; }
+.stat-card .label { font-size: 0.8rem; color: var(--text-muted); margin-top: 0.2rem; }
+.stat-card.crit .num { color: var(--critical); }
+.stat-card.high .num { color: var(--high); }
+.stat-card.med .num { color: var(--medium); }
+.stat-card.low .num { color: var(--low); }
+.stat-card.ok .num { color: var(--low); }
+</style>
+</head>
+<body>
+
+<h1>newOS4 Code Review</h1>
+<p class="subtitle">Reviewed by GLM 5.2 (z-ai/glm-5.2) · v4.5.83 · 2026-07-03 · ~48K LOC across 54 modules</p>
+
+<div class="stats">
+  <div class="stat-card crit"><div class="num">2</div><div class="label">CRITICAL</div></div>
+  <div class="stat-card high"><div class="num">4</div><div class="label">HIGH</div></div>
+  <div class="stat-card med"><div class="num">8</div><div class="label">MEDIUM</div></div>
+  <div class="stat-card low"><div class="num">5</div><div class="label">LOW</div></div>
+  <div class="stat-card ok"><div class="num">19</div><div class="label">Total Issues</div></div>
+</div>
+
+<h2>1. Architecture</h2>
+
+<h3>Strengths</h3>
+<ul>
+  <li><strong>Consistent module pattern</strong> — All 43 modules follow the same interface: <code>commands{}</code>, <code>registerCommands()</code>, <code>getHelpInfo()</code>, <code>init(terminal)</code></li>
+  <li><strong>_safeRegister pattern</strong> (terminal.js:1216) — Uses typeof registry map instead of eval for safe class lookup</li>
+  <li><strong>/sys/ virtual filesystem</strong> (virtual-fs.js:33-217) — Lazy-initialized virtual mounts with factory functions, never persisted, computed on demand</li>
+  <li><strong>VFS persistence</strong> — Debounced (2s), compressed, IndexedDB fallback when localStorage quota exceeded</li>
+  <li><strong>Security manager</strong> — Clean 4-level model with Levenshtein suggestion engine using Uint16Array</li>
+</ul>
+
+<h3>Weaknesses</h3>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">terminal.js:13 + module-aiassist.js:1646-1661</div>
+  <strong>Two divergent security whitelists</strong> — WebX11SecurityManager whitelist (~80 commands) and AI isDestructive safeRead set (~60 commands) are maintained separately. Synced in v4.5.74 but will drift as new commands are added.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-manager.js:70, core-bundle.js:1052</div>
+  <strong>new Function module loading</strong> — <code>new Function('return ' + cleanCode + '\nreturn ' + className)()</code> executes module source with full page origin access. SRI on wpm mitigates install vector but editor-saved modules and persisted reloads have no integrity check.
+</div>
+
+<div class="finding lo">
+  <span class="severity low">LOW</span>
+  <div class="file">module-loader.js</div>
+  <strong>Procedural loader, not a class</strong> — Cannot be inspected via module-info. By design (runs before classes available) but creates inconsistency.
+</div>
+
+<div class="finding lo">
+  <span class="severity low">LOW</span>
+  <div class="file">terminal.js:1339</div>
+  <strong>Hardcoded skipList</strong> — 21 module names hardcoded in reloadPersistedModules. New ext modules require manual list update or they double-load.
+</div>
+
+<h2>2. Security</h2>
+
+<h3>Strengths</h3>
+<ul>
+  <li><strong>4-tier security model</strong> — Permissive(0)/Standard(1)/Paranoid(2)/Audit(3) with command classification into destructive/system/suspicious/unknown</li>
+  <li><strong>Pipe bypass fixed</strong> (v4.5.63) — executePipeChain now calls security._classify() on each stage</li>
+  <li><strong>Guardrail layer</strong> — 8 rules loaded (rm-rf-block, curl-pipe-bash, eval-danger), runs before every AI tool execution</li>
+  <li><strong>SecretVault</strong> — AES-GCM + PBKDF2 at 600K iterations (OWASP 2023), sync name-only redaction (no decryption side-channel)</li>
+  <li><strong>Confidence escalation</strong> — AI can auto-approve destructive tools at ≥90% confidence (configurable)</li>
+</ul>
+
+<h3>Vulnerabilities</h3>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">module-aiassist.js:1655 + console.js:31-37</div>
+  <strong>AI can execute arbitrary JavaScript without confirmation</strong>
+  <div class="impact"><code>node</code> is in the AI's safeRead whitelist. The <code>node -e "..."</code> command (console.js:31) uses raw <code>eval()</code> in full page context. AI can read/write localStorage (including encrypted secrets if vault unlocked), make fetch requests, modify DOM, exfiltrate data — all without user confirmation.</div>
+  <div class="fix">Fix: Remove <code>node</code> from the safeRead set in <code>isDestructive()</code>. All JS execution commands should require confirmation.</div>
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">module-aiassist.js:1633</div>
+  <strong>shadowRollback() persistence is broken</strong>
+  <div class="impact">Calls <code>this.terminal.fs.saveToLocalStorage()</code> which doesn't exist (actual method is <code>saveToStorage()</code>). VFS rollback restores in-memory state but never persists. On page reload, pre-rollback (damaged) state reappears. Silent data loss.</div>
+  <div class="fix">Fix: Change <code>saveToLocalStorage()</code> → <code>saveToStorage()</code> at module-aiassist.js:1633 and core-bundle.js:9278.</div>
+</div>
+
+<div class="finding high">
+  <span class="severity high">HIGH</span>
+  <div class="file">terminal.js:1413-1424</div>
+  <strong>capturePipeOutput lacks try/finally — print method leak on error</strong>
+  <div class="impact">If <code>dispatchCommand</code> throws, <code>this.print</code> is never restored. All subsequent terminal output goes to a local variable. Terminal appears dead.</div>
+  <div class="fix">Wrap in try/finally to restore <code>this.print</code>.</div>
+</div>
+
+<div class="finding high">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-orchestrator.js:173-178</div>
+  <strong>Orchestrator timers bypass central registry</strong>
+  <div class="impact">3 raw <code>setInterval</code> calls (500ms A2A polling, 3s heartbeat, 30s idle sweep) not registered in <code>_timers[]</code>. <code>clearAllTimers()</code> doesn't clear them. On module unload, zombie timers continue polling VFS.</div>
+  <div class="fix">Use <code>this.terminal.moduleManager._setInterval()</code> instead of raw <code>setInterval()</code>.</div>
+</div>
+
+<div class="finding high">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-aiassist.js:1062-1066</div>
+  <strong>Confidence escalation can be gamed by prompt injection</strong>
+  <div class="impact">AI's own preamble text determines whether destructive tools auto-approve. If model outputs "Confidence: 95%" (genuine or injected), it bypasses human confirmation. Self-reported, not system-computed.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">terminal.js:1371-1382</div>
+  <strong>splitPipe doesn't distinguish quote types</strong>
+  <div class="impact"><code>echo 'a|b' | cat</code> splits at the | inside single quotes because both quote types toggle the same <code>inQuote</code> boolean.</div>
+  <div class="fix">Track <code>inSingle</code> and <code>inDouble</code> separately (like <code>_parseArgs</code> does).</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-aiassist.js:1379</div>
+  <strong>Guardrail rules stored in localStorage, user-editable</strong>
+  <div class="impact">Any code with localStorage access (including js/node commands) can modify or delete guardrail rules. Guardrail layer is bypassable by anyone who can execute JS in page context.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-aiassist.js:1670</div>
+  <strong>Guardrail check uses command-oriented regex on structured args</strong>
+  <div class="impact">Guardrail regex patterns designed for command-string format (<code>/rm\s+-rf/</code>) but tool calls use structured JSON args. Pattern mismatch means some destructive tool calls may bypass guardrail rules.</div>
+</div>
+
+<h2>3. Code Quality</h2>
+
+<div class="finding high">
+  <span class="severity high">HIGH</span>
+  <div class="file">core-bundle.js (16K+ lines)</div>
+  <strong>Massive code duplication between source and bundle</strong>
+  <div class="impact">Every fix must be applied to both the source file AND the bundle. The <code>saveToLocalStorage</code> bug exists at core-bundle.js:9278 too. Rebuild script mitigates but only if run after every change.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-aiassist.js:914-1114</div>
+  <strong>agenticLoop is a 200-line monolith</strong>
+  <div class="impact">Entire tool-calling loop (loop detection, parallel safe-tool execution, destructive tool confirmation, confidence parsing, tool result logging, memory graph recording, debug panel updates) is one method. Functional but unmaintainable.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">All modules</div>
+  <strong>71% of localStorage writes uncovered by try/catch</strong>
+  <div class="impact">162 <code>localStorage.setItem</code> calls, only 47 wrapped in try/catch. If localStorage fills up (5-10MB limit), remaining 115 calls throw unhandled QuotaExceededError.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">All modules</div>
+  <strong>44% of fetch calls have no timeout</strong>
+  <div class="impact">105 <code>fetch()</code> calls, only 61 with AbortController/signal. A hung Ollama or SearXNG backend freezes the UI indefinitely.</div>
+</div>
+
+<div class="finding lo">
+  <span class="severity low">LOW</span>
+  <div class="file">terminal.js:81-97</div>
+  <strong>_parseArgs doesn't handle escaped quotes</strong>
+  <div class="impact"><code>\"</code> inside a double-quoted string is treated as closing quote. No backslash escaping support.</div>
+</div>
+
+<div class="finding lo">
+  <span class="severity low">LOW</span>
+  <div class="file">terminal.js:22</div>
+  <strong>Duplicate 'cat' in internals list</strong>
+  <div class="impact">'cat' appears twice in <code>_registerBuiltIn</code> array. Harmless but sloppy.</div>
+</div>
+
+<h2>4. Performance</h2>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">virtual-fs.js:425</div>
+  <strong>VFS saveToStorage serializes entire filesystem</strong>
+  <div class="impact"><code>JSON.stringify({ root, currentPath })</code> creates multi-MB string every 2 seconds (debounced). Synchronous, blocks main thread. IndexedDB fallback helps on overflow but serialization itself is the bottleneck.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-orchestrator.js:173</div>
+  <strong>A2A polling at 500ms</strong>
+  <div class="impact">Polls VFS mailboxes every 500ms regardless of agent activity. With 5 agents, that's 10 VFS reads/second. Event bus provides instant in-memory delivery, making VFS poll redundant for same-page agents.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">virtual-fs.js:55-74</div>
+  <strong>vfsWalk is unbounded synchronous recursion</strong>
+  <div class="impact">No depth limit. On deep directory structures, can stack overflow. /sys/vfs/stats and /sys/vfs/largest call this on every cat.</div>
+</div>
+
+<div class="finding lo">
+  <span class="severity low">LOW</span>
+  <div class="file">terminal.js:42-53</div>
+  <strong>_collectAllCommands iterates all modules on every suggestion</strong>
+  <div class="impact">Every unknown command triggers Levenshtein comparison against ~430 commands. Acceptable now but won't scale.</div>
+</div>
+
+<h2>5. AI Integration</h2>
+
+<h3>Strengths</h3>
+<ul>
+  <li><strong>Well-structured agent loop</strong> — Loop detection (6x same tool+args in 30s → break), parallel safe-tool execution, sequential destructive confirmation, confidence escalation, last-turn prompt injection, memory-augmented planning</li>
+  <li><strong>35+ tools</strong> — VFS operations, web search/fetch, module management, skills CRUD, VaultMind, wallet lookup, usage stats. Filtered by active loop profile.</li>
+  <li><strong>6 agent loop profiles</strong> — default, coder, creative, research, safe, minimal with per-profile tool restrictions and temperature</li>
+</ul>
+
+<h3>Issues</h3>
+
+<div class="finding medium">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-aiassist.js:44-53</div>
+  <strong>AI conversation context stored in plaintext localStorage</strong>
+  <div class="impact">Up to 10 context messages persisted to <code>webx11_ai_context</code>. Sensitive AI discussions persist across sessions in plaintext. No encryption, no expiry.</div>
+</div>
+
+<div class="finding lo">
+  <span class="severity low">LOW</span>
+  <div class="file">module-aiassist.js:1042</div>
+  <strong>_summarizeObservation truncates to 150 chars</strong>
+  <div class="impact">Tool results summarized for display but full result pushed to messages. Fine for display but LLM sees full results while user sees truncated ones.</div>
+</div>
+
+<h2>6. Top 5 Recommendations</h2>
+
+<div class="finding cr">
+  <span class="severity critical">#1</span>
+  <div class="file">module-aiassist.js:1655</div>
+  <strong>Remove node/js/js-run from AI safeRead whitelist</strong>
+  <div class="impact">Immediate security hole — AI can execute arbitrary page-context JS without confirmation. One-line fix.</div>
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">#2</span>
+  <div class="file">module-aiassist.js:1633</div>
+  <strong>Fix shadowRollback() persistence</strong>
+  <div class="impact">Guardrail rollback — key safety mechanism — is silently broken. <code>saveToLocalStorage()</code> → <code>saveToStorage()</code>.</div>
+</div>
+
+<div class="finding high">
+  <span class="severity high">#3</span>
+  <div class="file">terminal.js:1413-1424</div>
+  <strong>Wrap capturePipeOutput in try/finally</strong>
+  <div class="impact">Single thrown error in any pipe stage permanently breaks terminal output. Trivial fix with high impact.</div>
+</div>
+
+<div class="finding high">
+  <span class="severity high">#4</span>
+  <div class="file">module-orchestrator.js:173-178</div>
+  <strong>Migrate orchestrator timers to central registry</strong>
+  <div class="impact">3 zombie timers survive module unload. Use <code>_setInterval()</code> instead of raw <code>setInterval()</code>.</div>
+</div>
+
+<div class="finding medium">
+  <span class="severity medium">#5</span>
+  <div class="file">terminal.js:13 + module-aiassist.js:1646-1661</div>
+  <strong>Consolidate the two security whitelists</strong>
+  <div class="impact">Single <code>SecurityManager.getSafeReadCommands()</code> method eliminates drift between terminal whitelist and AI safeRead set.</div>
+</div>
+
+<hr style="border-color: var(--border); margin: 2rem 0;">
+<p style="color: var(--text-muted); font-size: 0.85rem;">
+  Review generated by GLM 5.2 (z-ai/glm-5.2) via Hermes Agent · newOS4 v4.5.83 · 2026-07-03
+</p>
+
+</body>
+</html>
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+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>newOS4 Code Review — Kimi K2.7 Code</title>
+<style>
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+</head>
+<body>
+
+<h1>newOS4 Code Review</h1>
+<p class="subtitle">Reviewed by Kimi K2.7 Code (kimi-k2.7-code) · v4.5.83 · 2026-07-03 · ~48K LOC across 54 modules</p>
+
+<div class="stats">
+  <div class="stat-card crit"><div class="num">5</div><div class="label">CRITICAL</div></div>
+  <div class="stat-card high"><div class="num">8</div><div class="label">HIGH</div></div>
+  <div class="stat-card med"><div class="num">5</div><div class="label">MEDIUM</div></div>
+  <div class="stat-card low"><div class="num">0</div><div class="label">LOW</div></div>
+  <div class="stat-card ok"><div class="num">18</div><div class="label">Total Issues</div></div>
+</div>
+
+<h2>1. Architecture</h2>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">terminal.js (2,765 lines)</div>
+  <strong>God-object terminal.js</strong> — Command dispatch, pipe chain, Levenshtein suggestion, and security gating all live in one file. Far beyond single responsibility.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-aiassist.js (3,479 lines)</div>
+  <strong>AI surface is bloated</strong> — Combines agent loop, tool definitions, guardrails, shadow snapshots, confidence escalation, and six profiles. Should be split into planner, tool-router, guardrail/policy, executor, and budget-controller.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">AI stack (6+ modules)</div>
+  <strong>Fragmented AI surface</strong> — aiassist, orchestrator, neural-vfs, memory-graph, world-model, smartctx, predictor, agent-registry have clear overlap and likely inconsistent policy enforcement.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">Extension modules (21 ext)</div>
+  <strong>No capability manifest for extensions</strong> — 21 extension modules register commands into the same terminal namespace. No disclosed sandbox-permission model, so a compromised extension can escalate via terminal dispatch.
+</div>
+
+<h2>2. Security</h2>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">Entire security model</div>
+  <strong>Client-authoritative security is not real security</strong> — The 4-level security manager runs in browser JS and can be bypassed with DevTools, a malicious browser extension, XSS, or a compromised dependency. Security decisions must be enforced by a server/trusted enclave, not code the attacker already controls.
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">module-aiassist.js</div>
+  <strong>AI autonomy over destructive tools is dangerous</strong> — AI agent has tool access to fs, system, webdav, crypto, secrets, shell. If guardrails are client-side, prompt injection can defeat them. Autonomous delete, write, token-send, or secret-read operations require human approval or server-side policy.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">secret-vault.js</div>
+  <strong>Secret vault exposed to browser memory</strong> — AES-GCM + PBKDF2 600K iterations is cryptographically sound, but derived key is held in JS memory while unlocked. XSS, compromised extension, or malicious module can exfiltrate plaintext after unlock. Use non-extractable WebCrypto keys (subtle CryptoKey), keep vault locked by default.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">terminal.js pipe chain</div>
+  <strong>Pipe chain command injection surface</strong> — String-based command dispatch creates a mini-shell. If any module builds arguments by string concatenation, this becomes a command-injection vector. Need tokenized AST parsing and strict argument schemas.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-orchestrator.js</div>
+  <strong>A2A mailbox lacks identity and authorization</strong> — Without message signing, sender verification, and capability ACLs, any module or injected script can post as an agent or spoof a heartbeat.
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">main.html / terminal output</div>
+  <strong>No Content Security Policy or output sanitization</strong> — Terminal output often renders user or LLM-generated content. Missing CSP/output encoding opens a persistent XSS path that defeats every other security control.
+</div>
+
+<h2>3. Code Quality</h2>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">Multiple files >1,000 lines</div>
+  <strong>Module bloat</strong> — terminal.js, module-aiassist.js, webdav.js, mindmap.js, three.js, filemgr.js, chatstudio.js all exceed 1,000 lines. Difficult to unit-test, review, or refactor safely.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">Entire codebase</div>
+  <strong>No disclosed test harness or static analysis</strong> — A system this complex needs automated tests, property-based tests for the VFS, and linting. Not mentioned in the codebase description.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">terminal.js command dispatch</div>
+  <strong>Stringly-typed command dispatch</strong> — Commands registered by name and routed through terminal.js. Without typed schemas, every command parser re-implements validation, leading to subtle bugs.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-system.js / module-modmgr.js</div>
+  <strong>Hardcoded categories possible</strong> — Project guidelines warn against hardcoded help categories. If violated, indicates configuration drift.
+</div>
+
+<h2>4. Performance</h2>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">virtual-fs.js</div>
+  <strong>localStorage VFS is synchronous and quota-limited</strong> — Every VFS op blocks main thread, capped at 5-10 MB. Checkpoint/rollback serializes entire tree to JSON, causing jank and OOM on large trees.
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">module-neural-vfs.js</div>
+  <strong>Neural VFS deep LLM indexing is expensive</strong> — Indexes files semantically via deep LLM calls. On CPU-only 15GB RAM host this is unsustainable: latency high, token/memory cost unbounded, results may hallucinate.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-aiassist.js</div>
+  <strong>AI loop snapshots and six profiles multiply cost</strong> — Shadow snapshots copy state per iteration. Six loop profiles plus confidence escalation mean unpredictable token/CPU consumption. Without hard iteration/token budget, agent can run away.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-sandbox.js</div>
+  <strong>Sandbox inline-eval fallback removes isolation</strong> — If fallback executes user/module code in main thread, it bypasses sandbox and blocks UI.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">Boot/startup</div>
+  <strong>Large startup bundle cost</strong> — 48K JS across 54 modules creates large initial parse/compile cost. Consider lazy-loading by category.
+</div>
+
+<h2>5. AI Integration</h2>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">module-aiassist.js confidence escalation</div>
+  <strong>Guardrails and confidence escalation are client-authoritative</strong> — If AI can decide to escalate its own confidence and disable checks, prompt injection can do the same. Escalation must require external, human-verified signal.
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">CRITICAL</span>
+  <div class="file">module-aiassist.js tool definitions</div>
+  <strong>Tool surface too broad for autonomous agent</strong> — Tools covering filesystem, secrets, crypto, webdav, shell, system reset, and multi-agent messaging give LLM kernel-level power. Demands server-side policy layer, deterministic deny-lists, and per-tool approval prompts.
+</div>
+
+<div class="finding hi">
+  <span class="severity high">HIGH</span>
+  <div class="file">module-neural-vfs.js / module-memory-graph.js</div>
+  <strong>Neural VFS / memory graph can be poisoned</strong> — Maliciously named files or crafted content can bias semantic indices and memory-graph facts, causing LLM to make wrong decisions or leak data.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-orchestrator.js consensus</div>
+  <strong>Multi-agent consensus without clear failure model</strong> — Consensus engine and heartbeat exist, but browser agents can crash, be spoofed, or disagree. No described Byzantine-fault or leader-election model.
+</div>
+
+<div class="finding md">
+  <span class="severity medium">MEDIUM</span>
+  <div class="file">module-world-model.js</div>
+  <strong>World model self-referential risk</strong> — Synthesizes system self-awareness. If LLM misrepresents its own state, downstream agents act on false beliefs.
+</div>
+
+<h2>6. Top 5 Recommendations</h2>
+
+<div class="finding cr">
+  <span class="severity critical">#1</span>
+  <div class="file">Entire security model</div>
+  <strong>Move security enforcement out of the browser</strong>
+  <div class="impact">Create server-side (or trusted-enclave) capability/policy engine. Browser can request operations, but destructive, secret, or network actions must be authorized server-side with signed tokens, audit logs, and rate limits. Treat client-side guardrails as UX, not security.</div>
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">#2</span>
+  <div class="file">module-aiassist.js</div>
+  <strong>Put AI agent under mandatory human-in-the-loop and hard budgets</strong>
+  <div class="impact">Require explicit approval for high-impact tools (write, delete, secret-read, webdav, shell, system, reset). Cap loop iterations, tokens, and elapsed time per profile. Disable confidence escalation as a self-approval mechanism.</div>
+</div>
+
+<div class="finding hi">
+  <span class="severity high">#3</span>
+  <div class="file">virtual-fs.js</div>
+  <strong>Replace localStorage VFS with async, encrypted, quota-aware storage</strong>
+  <div class="impact">Use IndexedDB or backend store, async APIs, chunked objects, incremental checkpoints, and integrity checks. Encrypt sensitive VFS nodes at rest. Provide export/import/backup, not just rollback.</div>
+</div>
+
+<div class="finding hi">
+  <span class="severity high">#4</span>
+  <div class="file">terminal.js + module-aiassist.js</div>
+  <strong>Refactor into small, testable subsystems</strong>
+  <div class="impact">Split terminal.js into tokenizer/parser, dispatcher, pipe engine, and renderer. Split module-aiassist.js into planner, tool-router, policy/guardrail, executor, budget-controller, and snapshot manager. Add unit tests and enforce max-lines-per-module policy.</div>
+</div>
+
+<div class="finding cr">
+  <span class="severity critical">#5</span>
+  <div class="file">main.html / runtime</div>
+  <strong>Harden browser runtime against XSS and secret extraction</strong>
+  <div class="impact">Deploy strict CSP. Sanitize all terminal output. Use non-extractable CryptoKey objects. Keep secret vault locked by default. Move credentials/tokens out of localStorage into server session or secure cookie. Add audit log for every security-critical operation.</div>
+</div>
+
+<h2>7. Summary Risk Matrix</h2>
+
+<h3>🔴 CRITICAL</h3>
+<ul>
+  <li>Client-authoritative security model (browser-side enforcement is bypassable)</li>
+  <li>Autonomous AI with destructive tool access (no server-side policy layer)</li>
+  <li>Browser memory exposure of secrets (derived key in JS memory)</li>
+  <li>Missing CSP / XSS defenses (terminal output renders untrusted content)</li>
+  <li>Neural VFS resource exhaustion / hallucination risk (deep LLM indexing on CPU)</li>
+</ul>
+
+<h3>🟠 HIGH</h3>
+<ul>
+  <li>God-object terminal.js and bloated aiassist module (2,765 + 3,479 lines)</li>
+  <li>localStorage VFS synchronous/limited/fragile (blocks main thread, 5-10MB cap)</li>
+  <li>Sandbox inline-eval fallback (bypasses isolation)</li>
+  <li>Unauthenticated A2A agent transport (no signing or ACLs)</li>
+  <li>No visible automated test suite</li>
+  <li>Pipe-chain command injection potential (string-based dispatch)</li>
+  <li>AI loop cost unpredictable (snapshots + 6 profiles + confidence escalation)</li>
+  <li>Neural VFS / memory graph poisoning risk</li>
+</ul>
+
+<h3>🟡 MEDIUM</h3>
+<ul>
+  <li>AI stack sprawl / overlapping responsibilities (6+ modules)</li>
+  <li>World-model self-referential drift</li>
+  <li>Stringly-typed command dispatch</li>
+  <li>Hardcoded categories / version strings if present</li>
+  <li>Large startup bundle cost (48K JS)</li>
+</ul>
+
+<hr style="border-color: var(--border); margin: 2rem 0;">
+<blockquote>
+  <strong>Overall verdict:</strong> newOS4 is an ambitious and feature-rich shell, but its current architecture trusts the browser with security and AI autonomy decisions. The top priority is to introduce a server-side trust anchor and enforce hard limits on AI power before adding more modules.
+</blockquote>
+
+<p style="color: var(--text-muted); font-size: 0.85rem; margin-top: 1rem;">
+  Review generated by Kimi K2.7 Code (kimi-k2.7-code) via Hermes Agent · newOS4 v4.5.83 · 2026-07-03
+</p>
+
+</body>
+</html>
diff --git a/roadmap.html b/roadmap.html
new file mode 100644
index 0000000..a0d9ca6
--- /dev/null
+++ b/roadmap.html
@@ -0,0 +1,971 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<meta name="theme-color" content="#000000">
+<title>newOS4 Roadmap — Self-Improving Autonomous OS</title>
+<style>
+:root {
+    --bg-color: #000000;
+    --bg-secondary: #0a0a0a;
+    --bg-tertiary: #111111;
+    --text-color: #00ff00;
+    --text-muted: #888888;
+    --accent-color: #00aa00;
+    --border-color: #005500;
+    --error-color: #ff5555;
+    --warning-color: #ffaa00;
+    --success-color: #00ff00;
+    --info-color: #55aaff;
+    --phase-color: #00aa00;
+    --danger-color: #ff4444;
+}
+* { box-sizing: border-box; margin: 0; padding: 0; }
+body {
+    background: var(--bg-color);
+    color: var(--text-color);
+    font-family: 'Cascadia Code', 'JetBrains Mono', 'Fira Code', 'Consolas', 'Courier New', monospace;
+    line-height: 1.6;
+    font-size: 14px;
+    padding: 0;
+    overflow-x: hidden;
+}
+.container { max-width: 1100px; margin: 0 auto; padding: 20px; }
+
+/* Header */
+header {
+    background: var(--bg-secondary);
+    border-bottom: 2px solid var(--border-color);
+    padding: 30px 20px;
+    text-align: center;
+}
+header h1 {
+    font-size: 28px;
+    color: var(--text-color);
+    text-shadow: 0 0 10px rgba(0,255,0,0.3);
+    letter-spacing: 1px;
+}
+header .subtitle { color: var(--text-muted); font-size: 13px; margin-top: 8px; }
+header .ver-badge {
+    display: inline-block;
+    background: var(--bg-tertiary);
+    border: 1px solid var(--accent-color);
+    border-radius: 4px;
+    padding: 3px 12px;
+    margin: 5px 3px;
+    font-size: 12px;
+    color: var(--accent-color);
+}
+header .ver-badge.target { color: var(--warning-color); border-color: var(--warning-color); }
+
+/* Status bar */
+.status-bar {
+    display: flex;
+    gap: 10px;
+    justify-content: center;
+    flex-wrap: wrap;
+    margin: 15px 0;
+}
+.status-pill {
+    padding: 4px 14px;
+    border-radius: 20px;
+    font-size: 12px;
+    font-weight: bold;
+    border: 1px solid;
+}
+.status-live { background: rgba(0,255,0,0.1); border-color: var(--success-color); color: var(--success-color); }
+.status-pending { background: rgba(255,170,0,0.1); border-color: var(--warning-color); color: var(--warning-color); }
+.status-blocked { background: rgba(255,85,85,0.1); border-color: var(--error-color); color: var(--error-color); }
+
+/* Sections */
+section {
+    background: var(--bg-secondary);
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    padding: 25px;
+    margin: 20px 0;
+}
+section h2 {
+    font-size: 18px;
+    color: var(--accent-color);
+    margin-bottom: 15px;
+    padding-bottom: 8px;
+    border-bottom: 1px solid var(--border-color);
+}
+section h3 {
+    font-size: 15px;
+    color: var(--text-color);
+    margin: 15px 0 8px;
+}
+
+/* Tables */
+table {
+    width: 100%;
+    border-collapse: collapse;
+    margin: 10px 0;
+    font-size: 13px;
+}
+th {
+    background: var(--bg-tertiary);
+    color: var(--accent-color);
+    text-align: left;
+    padding: 8px 12px;
+    border: 1px solid var(--border-color);
+    font-weight: normal;
+    text-transform: uppercase;
+    letter-spacing: 0.5px;
+    font-size: 11px;
+}
+td {
+    padding: 8px 12px;
+    border: 1px solid var(--border-color);
+    color: var(--text-color);
+    vertical-align: top;
+}
+tr:nth-child(even) td { background: var(--bg-tertiary); }
+td.center, th.center { text-align: center; }
+td.muted { color: var(--text-muted); }
+td.pass { color: var(--success-color); }
+td.fail { color: var(--error-color); }
+td.warn { color: var(--warning-color); }
+td.info { color: var(--info-color); }
+
+/* Pipeline diagram */
+.pipeline-box {
+    background: var(--bg-color);
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    padding: 20px;
+    overflow-x: auto;
+    font-size: 12px;
+    margin: 10px 0;
+}
+.pipeline-box pre {
+    color: var(--text-color);
+    white-space: pre;
+}
+.pipeline-box .step { color: var(--accent-color); }
+.pipeline-box .new { color: var(--warning-color); font-weight: bold; }
+.pipeline-box .gate { color: var(--danger-color); font-weight: bold; }
+.pipeline-box .ok { color: var(--success-color); }
+
+/* Phase cards */
+.phase-card {
+    background: var(--bg-tertiary);
+    border: 1px solid var(--border-color);
+    border-radius: 6px;
+    padding: 18px;
+    margin: 12px 0;
+}
+.phase-card:hover { border-color: var(--accent-color); }
+.phase-header {
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 10px;
+}
+.phase-num {
+    font-size: 11px;
+    color: var(--accent-color);
+    font-weight: bold;
+    letter-spacing: 1px;
+}
+.phase-ver {
+    font-size: 11px;
+    color: var(--warning-color);
+    border: 1px solid var(--warning-color);
+    border-radius: 3px;
+    padding: 2px 8px;
+}
+.phase-effort {
+    font-size: 11px;
+    color: var(--text-muted);
+}
+.phase-title { font-size: 14px; color: var(--text-color); margin-bottom: 8px; }
+
+/* Checklist */
+.checklist { list-style: none; padding: 0; }
+.checklist li {
+    padding: 5px 0 5px 28px;
+    position: relative;
+    font-size: 13px;
+}
+.checklist li::before {
+    content: '';
+    position: absolute;
+    left: 0;
+    top: 5px;
+    width: 18px;
+    height: 18px;
+    border: 1px solid var(--border-color);
+    border-radius: 3px;
+    background: var(--bg-color);
+}
+.checklist li.done::before {
+    background: var(--success-color);
+    border-color: var(--success-color);
+}
+.checklist li.done::after {
+    content: '✓';
+    position: absolute;
+    left: 4px;
+    top: 3px;
+    color: var(--bg-color);
+    font-weight: bold;
+    font-size: 13px;
+}
+.checklist li.pending::before {
+    border-color: var(--warning-color);
+}
+.checklist li.pending::after {
+    content: '◯';
+    position: absolute;
+    left: 3px;
+    top: 2px;
+    color: var(--warning-color);
+    font-size: 14px;
+}
+
+/* Confidence gate */
+.confidence-gate {
+    display: flex;
+    gap: 0;
+    margin: 15px 0;
+    border-radius: 6px;
+    overflow: hidden;
+    border: 1px solid var(--border-color);
+}
+.confidence-block {
+    flex: 1;
+    padding: 12px;
+    text-align: center;
+    font-size: 12px;
+}
+.confidence-block .score { font-size: 20px; font-weight: bold; display: block; }
+.confidence-block .label { font-size: 11px; text-transform: uppercase; letter-spacing: 0.5px; }
+.cb-auto { background: rgba(0,255,0,0.08); color: var(--success-color); border-right: 1px solid var(--border-color); }
+.cb-auto-log { background: rgba(0,170,0,0.08); color: var(--accent-color); border-right: 1px solid var(--border-color); }
+.cb-human { background: rgba(255,170,0,0.08); color: var(--warning-color); border-right: 1px solid var(--border-color); }
+.cb-abort { background: rgba(255,85,85,0.08); color: var(--error-color); }
+
+/* Gap analysis */
+.gap-card {
+    background: var(--bg-tertiary);
+    border-left: 3px solid var(--border-color);
+    padding: 14px;
+    margin: 10px 0;
+    border-radius: 0 4px 4px 0;
+}
+.gap-card.p0 { border-left-color: var(--error-color); }
+.gap-card.p1 { border-left-color: var(--warning-color); }
+.gap-card.p2 { border-left-color: var(--info-color); }
+.gap-id { font-size: 11px; color: var(--text-muted); font-weight: bold; }
+.gap-title { font-size: 14px; color: var(--text-color); margin: 3px 0 5px; }
+.gap-desc { font-size: 12px; color: var(--text-muted); margin-bottom: 5px; }
+.gap-fix {
+    font-size: 12px;
+    color: var(--accent-color);
+    background: var(--bg-color);
+    border: 1px solid var(--border-color);
+    border-radius: 3px;
+    padding: 8px 10px;
+    margin-top: 5px;
+    white-space: pre-wrap;
+}
+
+/* Test scenarios */
+.test-scenario {
+    background: var(--bg-tertiary);
+    border: 1px solid var(--border-color);
+    border-radius: 4px;
+    padding: 12px;
+    margin: 8px 0;
+    font-size: 12px;
+}
+.test-id { font-weight: bold; color: var(--warning-color); }
+.test-desc { color: var(--text-color); margin: 3px 0; }
+.test-expected { color: var(--text-muted); }
+
+/* Open questions */
+.open-q {
+    background: var(--bg-tertiary);
+    border: 1px solid var(--border-color);
+    border-radius: 4px;
+    padding: 14px;
+    margin: 10px 0;
+}
+.open-q .q-num { font-weight: bold; color: var(--warning-color); }
+.open-q .q-text { color: var(--text-color); margin-top: 3px; }
+
+/* Footer */
+footer {
+    text-align: center;
+    padding: 30px 20px;
+    color: var(--text-muted);
+    font-size: 11px;
+    border-top: 1px solid var(--border-color);
+    margin-top: 30px;
+}
+footer a { color: var(--info-color); text-decoration: none; }
+
+/* Risk matrix */
+.risk-matrix td { font-size: 12px; }
+.risk-high { color: var(--error-color); font-weight: bold; }
+.risk-med { color: var(--warning-color); }
+.risk-low { color: var(--success-color); }
+
+/* Scrollbar */
+::-webkit-scrollbar { width: 8px; height: 8px; }
+::-webkit-scrollbar-track { background: var(--bg-secondary); }
+::-webkit-scrollbar-thumb { background: var(--border-color); border-radius: 4px; }
+::-webkit-scrollbar-thumb:hover { background: var(--accent-color); }
+
+/* Responsive */
+@media (max-width: 600px) {
+    .container { padding: 10px; }
+    section { padding: 15px; }
+    header h1 { font-size: 20px; }
+    table { font-size: 11px; }
+    th, td { padding: 5px 6px; }
+    .confidence-gate { flex-direction: column; }
+    .confidence-block { border-right: none; border-bottom: 1px solid var(--border-color); }
+}
+</style>
+</head>
+<body>
+
+<header>
+    <h1>newOS4 Roadmap</h1>
+    <div class="subtitle">Self-Improving Autonomous OS — Pipeline Review & Implementation Plan</div>
+    <div style="margin-top: 10px;">
+        <span class="ver-badge">v4.6.03 LIVE</span>
+        <span class="ver-badge" style="color: var(--success-color); border-color: var(--success-color);">v4.6.09 SHIPPED</span>
+        <span class="ver-badge" style="color: var(--warning-color); border-color: var(--warning-color);">v4.6.10 PLANNED</span>
+    </div>
+    <div class="status-bar">
+        <span class="status-pill status-live">9/9 Tools Live</span>
+        <span class="status-pill status-live">7/7 Phases (6 shipped, 1 planned)</span>
+        <span class="status-pill status-live">Auto-Commit Active</span>
+    </div>
+</header>
+
+<div class="container">
+
+<!-- ============ EXECUTIVE SUMMARY ============ -->
+<section>
+    <h2>📋 Executive Summary</h2>
+    <p style="color: var(--text-color); margin-bottom: 12px;">
+        The self-improvement pipeline is <strong style="color:var(--success-color)">live at v4.6.09</strong> with a 7-step loop:
+        <code style="color:var(--accent-color)">edit → test → health → regression → score → auto-commit (≥70) → verify → learn</code>.
+        All 6 original phases shipped. <strong style="color:var(--warning-color)">Phase 7 (v4.6.10)</strong> adds a
+        <strong style="color:var(--warning-color)">DebugSupervisorModule</strong> — persistent error database, clustering,
+        root-cause analysis, and cross-session auto-fix learning.
+    </div>
+</section>
+
+<!-- ============ CURRENT STATE ============ -->
+<section>
+    <h2>✅ Current State — What's Live (v4.6.09)</h2>
+
+    <h3>Pipeline Architecture (verified in browser)</h3>
+    <div class="pipeline-box">
+<pre><span class="step">ship_module</span>({name, code, tests, commit:true})
+  │
+  ├─ 1. WRITE    → <span class="step">_mods/Module.js</span> + meta.json
+  ├─ 2. TEST     → <span class="step">test_module</span>(name, tests)
+  │     ├─ Load from _mods/ via loadModuleFromCode()
+  │     ├─ <span class="new">JS error capture ← LIVE</span>
+  │     ├─ Check: module loaded OK? → <span class="ok">rollback if not</span>
+  │     ├─ Check: commands lost? → <span class="ok">rollback if yes</span>
+  │     ├─ Run test assertions [{command, expect}] → <span class="ok">rollback on fail</span>
+  │     └─ Smoke test: run first command → <span class="ok">rollback on fail</span>
+  ├─ 3. HEALTH   → <span class="step">health_check</span>()
+  │     ├─ Core commands: ls, pwd, echo, help, grep, find, tree, cat
+  │     ├─ <span class="new">JS error capture ← LIVE</span>
+  │     ├─ Module count
+  │     ├─ World model version match
+  │     └─ Agent status (total/healthy/failed)
+  ├─ 4. REGRESS  → <span class="step">_runRegressionSuite</span>(moduleName)
+  │     └─ <span class="new">30+ tests across all modules ← LIVE</span>
+  ├─ 5. SCORE    → <span class="step">_calculateConfidence()</span>
+  │     └─ score ≥ 70 → <span class="ok">auto-approve</span>
+  │     └─ score &lt; 70 → human approval required
+  ├─ 6. COMMIT   → <span class="step">_executeCommit()</span>
+  │     ├─ WebDAV push standalone .js
+  │     ├─ Bundle sync (find class block, replace)
+  │     ├─ Version bump (main.html + module-loader.js)
+  │     ├─ <span class="new">Post-commit syntax check ← LIVE</span>
+  │     └─ <span class="new">Auto-revert on syntax error ← LIVE</span>
+  ├─ 7. VERIFY   → <span class="new">Post-commit fetch + validate ← LIVE</span>
+  └─ 8. LEARN    → <span class="step">_postRunReview</span> + skill creation
+        └─ <span class="new">Auto-fix suggestions ← LIVE</span></pre>
+    </div>
+
+    <h3>Tools Verified Live</h3>
+    <table>
+        <thead>
+            <tr><th>Tool</th><th class="center">Status</th><th>Notes</th></tr>
+        </thead>
+        <tbody>
+            <tr><td><code>edit_module</code></td><td class="center pass">✅ Live</td><td>Writes to <code>_mods/</code>, auto-loads</td></tr>
+            <tr><td><code>test_module</code></td><td class="center pass">✅ Live</td><td>Has assertions + inline rollback</td></tr>
+            <tr><td><code>reload_module</code></td><td class="center pass">✅ Live</td><td>Reverts <code>_mods/</code>, reloads from URL</td></tr>
+            <tr><td><code>list_modified_modules</code></td><td class="center pass">✅ Live</td><td>Lists pending edits</td></tr>
+            <tr><td><code>health_check</code></td><td class="center pass">✅ Live</td><td>Core cmds + world model + agents</td></tr>
+            <tr><td><code>diff_module</code></td><td class="center pass">✅ Live</td><td>Line-by-line diff, orig vs new</td></tr>
+            <tr><td><code>ship_module</code></td><td class="center pass">✅ Live</td><td>Full pipeline orchestrator with auto-commit (score ≥ 70)</td></tr>
+            <tr><td><code>commit_module</code></td><td class="center pass">✅ Live</td><td>Auto-executes if confidence ≥ 70, else creates pending commit</td></tr>
+            <tr><td><code>run_command</code></td><td class="center pass">✅ Live</td><td>Captures output via print monkey-patch</td></tr>
+        </tbody>
+    </table>
+
+    <h3>Terminal Commands (human-facing)</h3>
+    <table>
+        <thead>
+            <tr><th>Command</th><th class="center">Status</th><th>Notes</th></tr>
+        </thead>
+        <tbody>
+            <tr><td><code>commit-approve</code></td><td class="center pass">✅ Live</td><td>Executes pending commit (WebDAV + bundle + version)</td></tr>
+            <tr><td><code>commit-deny</code></td><td class="center pass">✅ Live</td><td>Cancels pending commit</td></tr>
+            <tr><td><code>commit-status</code></td><td class="center pass">✅ Live</td><td>Shows pending commit details</td></tr>
+        </tbody>
+    </table>
+</section>
+
+<!-- ============ GAP ANALYSIS ============ -->
+<section>
+    <h2>🔍 Gap Analysis — What's Missing for Full Autonomy</h2>
+
+    <div class="gap-card p0">
+        <div class="gap-id">GAP 1 — P0 SAFETY CRITICAL</div>
+        <div class="gap-title">No JS Error Capture — <code>_captureConsoleErrors()</code> never coded</div>
+        <div class="gap-desc">
+            The <code>health_check</code> handler sets <code>results.healthy = allCoreOk && results.versionMatch</code> —
+            it does <strong>NOT</strong> check for JavaScript errors. A module edit that introduces a silent
+            <code>TypeError</code> in a method that isn't called by the 4 core commands will pass health_check
+            and proceed to commit.
+        </div>
+        <div class="gap-desc"><strong>Impact:</strong> AI can commit a module that throws errors on <code>grep</code>, <code>find</code>, <code>tree</code> without detection.</div>
+        <div class="gap-fix">Fix: Implement <code>_captureConsoleErrors(durationMs)</code> using <code>console.error</code> + <code>window.onerror</code> interception. Wire into both <code>test_module</code> (after load) and <code>health_check</code> (add to <code>results.healthy</code> check).</div>
+    </div>
+
+    <div class="gap-card p0">
+        <div class="gap-id">GAP 2 — P0 COVERAGE CRITICAL</div>
+        <div class="gap-title">Regression Suite Too Thin — 15/19 modules have zero tests</div>
+        <table style="margin: 8px 0;">
+            <tr><th>Module</th><th class="center">Tests</th><th>Module</th><th class="center">Tests</th></tr>
+            <tr><td>ShellModule</td><td class="center pass">4</td><td>WebDAVModule</td><td class="center fail">0</td></tr>
+            <tr><td>SystemModule</td><td class="center pass">2</td><td>CronModule</td><td class="center fail">0</td></tr>
+            <tr><td>OrchestratorModule</td><td class="center pass">1</td><td>ThemeModule</td><td class="center fail">0</td></tr>
+            <tr><td>WebX11AIAssistantModule</td><td class="center pass">1</td><td>MindmapModule</td><td class="center fail">0</td></tr>
+            <tr><td colspan="2" class="muted">+ 11 more untested</td><td colspan="2" class="muted">CalcModule, MediaModule, VoiceModule, etc.</td></tr>
+        </table>
+        <div class="gap-desc"><strong>Impact:</strong> AI edits any of 15 untested modules → regression returns <code>{allPassed: true, total: 0}</code> — a false positive. Pipeline commits without verification.</div>
+        <div class="gap-fix">Fix: Add 2+ regression tests per module to <code>_regressionTasks()</code>. Data-only change — the array just needs more entries. Target: 30+ tests across all 19 modules.</div>
+    </div>
+
+    <div class="gap-card p1">
+        <div class="gap-id">GAP 3 — P1 SAFETY NET</div>
+        <div class="gap-title">No Post-Commit Verification</div>
+        <div class="gap-desc">
+            After <code>commit-approve</code> pushes files via WebDAV, there's no verification that the committed
+            code actually works on a fresh page load. If the code has a syntax error that passes
+            <code>loadModuleFromCode</code> but fails at HTTP fetch time, the next user refresh breaks the system.
+        </div>
+        <div class="gap-fix">Fix: After WebDAV push, fetch the file via HTTP, validate with <code>new Function(code)</code> (browser-safe syntax check). If validation fails, auto-revert by re-uploading the original code.</div>
+    </div>
+
+    <div class="gap-card p1">
+        <div class="gap-id">GAP 4 — P1 DECISION GATE</div>
+        <div class="gap-title">No Confidence Score</div>
+        <div class="gap-desc">
+            The pipeline is binary — all tests pass → commit, any test fails → rollback. A 1-line typo fix in
+            <code>CalcModule</code> (no regression tests) is treated the same as a 200-line rewrite of
+            <code>ShellModule</code> (4 regression tests). Both get <code>commit: true</code>.
+        </div>
+        <div class="gap-fix">Fix: <code>_calculateConfidence(modName, testResult, healthResult, regResult, changeCount)</code>. Penalize: large changes, no regression tests, critical modules. Bonus: comprehensive AI-written tests. Auto-approve at ≥ 70.</div>
+    </div>
+
+    <div class="gap-card p1">
+        <div class="gap-id">GAP 5 — P1 RECOVERY</div>
+        <div class="gap-title">No Automatic Rollback on Next-Boot Failure</div>
+        <div class="gap-desc">
+            If a committed change breaks the system on next page load, there's no automatic recovery.
+            The user has to manually identify the broken module and revert it.
+        </div>
+        <div class="gap-fix">Fix: Add a "boot watchdog" — before commit, save version to <code>last-good-version.json</code>. On boot, if core modules fail to register within timeout, auto-fetch and restore last-good versions.</div>
+    </div>
+
+    <div class="gap-card p2">
+        <div class="gap-id">GAP 6 — P2 AUTONOMY</div>
+        <div class="gap-title">Self-Improvement Trigger Not Implemented (Phase G)</div>
+        <div class="gap-desc">
+            The plan's Phase G called for extending <code>_postRunReview</code> to detect repeated tool failures
+            and suggest <code>edit_module</code> fixes. This was never coded. The AI doesn't autonomously
+            identify bugs to fix — it only uses the pipeline when told to.
+        </div>
+        <div class="gap-fix">Fix: Build <code>_toolToModuleMap</code> at init. Extend <code>_postRunReview</code> to detect repeated tool failures → push auto-fix suggestions into next AI turn's context.</div>
+    </div>
+</section>
+
+<!-- ============ CONFIDENCE GATE ============ -->
+<section>
+    <h2>🚦 The Confidence Gate (Replaces Human Gate)</h2>
+    <p style="color: var(--text-muted); margin-bottom: 12px;">
+        Instead of a binary human-approve/deny, the system calculates a confidence score based on
+        test coverage, change size, and module criticality. High-confidence changes auto-commit;
+        low-confidence changes still require human approval.
+    </p>
+    <div class="confidence-gate">
+        <div class="confidence-block cb-auto">
+            <span class="score">≥ 85</span>
+            <span class="label">Auto-commit<br>immediately</span>
+        </div>
+        <div class="confidence-block cb-auto-log">
+            <span class="score">70–84</span>
+            <span class="label">Auto-commit<br>with log</span>
+        </div>
+        <div class="confidence-block cb-human">
+            <span class="score">50–69</span>
+            <span class="label">Human approval<br>required</span>
+        </div>
+        <div class="confidence-block cb-abort">
+            <span class="score">&lt; 50</span>
+            <span class="label">Auto-abort</span>
+        </div>
+    </div>
+
+    <h3>Scoring Formula</h3>
+    <div class="pipeline-box">
+<pre>Starting score: <span class="ok">100</span>
+
+<span style="color:var(--error-color)">Penalties:</span>
+  Change > 50 lines:          -20
+  Change > 100 lines:         -20 (additional)
+  No regression tests:        -30
+  Critical module:            -15  (ShellModule, SystemModule, OrchestratorModule, AIAssistant)
+  JS errors detected:         -50
+
+<span style="color:var(--success-color)">Bonuses:</span>
+  3+ AI-written tests:        +10
+
+<span style="color:var(--warning-color)">Final score = max(0, min(100, score))</span></pre>
+    </div>
+</section>
+
+<!-- ============ TARGET ARCHITECTURE ============ -->
+<section>
+    <h2>🏗️ Target Architecture: v4.6.10 (Full Autonomy)</h2>
+    <div class="pipeline-box">
+<pre><span class="step">ship_module</span>({name, code, tests, commit:true})
+  │
+  ├─ 1. WRITE    → <span class="step">_mods/Module.js</span>
+  ├─ 2. TEST     → <span class="step">test_module</span>(name, tests)
+  │     ├─ Load + <span class="new">JS error capture ← NEW</span>
+  │     ├─ Command count check
+  │     ├─ Test assertions
+  │     └─ Smoke test
+  ├─ 3. HEALTH   → <span class="step">health_check</span>()
+  │     ├─ Core commands (<span class="new">expanded to 8 ← NEW</span>)
+  │     ├─ <span class="new">JS error capture ← NEW</span>
+  │     ├─ Module count
+  │     ├─ World model version
+  │     └─ Agent status
+  ├─ 4. REGRESS  → <span class="step">_runRegressionSuite</span>(moduleName)
+  │     └─ <span class="new">30+ tests across all modules ← EXPANDED</span>
+  ├─ 5. SCORE    → <span class="new">_calculateConfidence() ← NEW</span>
+  │     └─ score ≥ 70 → auto-approve
+  │     └─ score < 70 → human approval required
+  ├─ 6. COMMIT   → <span class="step">_executeCommit()</span> (<span class="new">auto if score ≥ 70 ← NEW</span>)
+  │     ├─ WebDAV push
+  │     ├─ Bundle sync
+  │     ├─ Version bump
+  │     ├─ <span class="new">Post-commit syntax check ← NEW</span>
+  │     └─ <span class="new">Auto-revert on syntax error ← NEW</span>
+  ├─ 7. VERIFY   → <span class="new">Post-commit fetch + validate ← NEW</span>
+  └─ 8. LEARN    → <span class="step">_postRunReview</span> + skill creation
+        └─ <span class="new">Auto-fix suggestions ← NEW</span></pre>
+    </div>
+</section>
+
+<!-- ============ IMPLEMENTATION PHASES ============ -->
+<section>
+    <h2>📅 Implementation Phases</h2>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 1</span>
+            <span class="phase-ver" style="color: var(--success-color); border-color: var(--success-color);">✅ v4.6.03 SHIPPED</span>
+            <span class="phase-effort">~1.5h</span>
+        </div>
+        <div class="phase-title">Safety Nets — JS Error Capture</div>
+        <ul class="checklist">
+            <li class="done">Implement <code>_captureConsoleErrors(durationMs)</code> using console.error + window.onerror interception</li>
+            <li class="done">Wire JS error check into <code>test_module</code> (after loadModuleFromCode)</li>
+            <li class="done">Wire JS error check into <code>health_check</code> (add to <code>results.healthy</code>)</li>
+            <li class="done">Expand core commands in health_check: add <code>grep</code>, <code>find</code>, <code>tree</code>, <code>cat</code></li>
+            <li class="done">Sync changes to <code>core-bundle.js</code></li>
+            <li class="done">Browser verify: inject error, confirm health_check catches it</li>
+        </ul>
+    </div>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 2</span>
+            <span class="phase-ver" style="color: var(--success-color); border-color: var(--success-color);">✅ v4.6.04 SHIPPED</span>
+            <span class="phase-effort">~2h</span>
+        </div>
+        <div class="phase-title">Regression Coverage — 30+ Tests</div>
+        <ul class="checklist">
+            <li class="done">Audit all modules for their commands via browser_console</li>
+            <li class="done">Add 2+ regression tests per module to <code>_regressionTasks()</code></li>
+            <li class="done">Add "no regression tests" penalty to confidence score</li>
+            <li class="done">Sync to <code>core-bundle.js</code></li>
+            <li class="done">Browser verify: run full suite, confirm all pass</li>
+        </ul>
+    </div>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 3</span>
+            <span class="phase-ver" style="color: var(--success-color); border-color: var(--success-color);">✅ v4.6.05 SHIPPED</span>
+            <span class="phase-effort">~1.5h</span>
+        </div>
+        <div class="phase-title">Post-Commit Verification + Auto-Revert</div>
+        <ul class="checklist">
+            <li class="done">Add post-commit fetch + <code>new Function()</code> syntax check</li>
+            <li class="done">Add auto-revert on syntax check failure (re-upload original code)</li>
+            <li class="done">Add <code>last-good-version.json</code> tracking</li>
+            <li class="done">Sync to <code>core-bundle.js</code></li>
+            <li class="done">Browser verify: commit broken code, confirm auto-revert</li>
+        </ul>
+    </div>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 4</span>
+            <span class="phase-ver" style="color: var(--success-color); border-color: var(--success-color);">✅ v4.6.06 SHIPPED</span>
+            <span class="phase-effort">~2h</span>
+        </div>
+        <div class="phase-title">Confidence Gate + Auto-Approve</div>
+        <ul class="checklist">
+            <li class="done">Implement <code>_calculateConfidence()</code> scoring function</li>
+            <li class="done">Add auto-approve logic to <code>ship_module</code> (score ≥ 70)</li>
+            <li class="done">Add <code>auto-commit</code> flag to <code>commit_module</code></li>
+            <li class="done">Add commit log with confidence scores</li>
+            <li class="done">Sync to <code>core-bundle.js</code></li>
+            <li class="done">Browser verify: high-confidence auto-commit works</li>
+            <li class="done">Browser verify: low-confidence still requires human</li>
+        </ul>
+    </div>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 5</span>
+            <span class="phase-ver" style="color: var(--success-color); border-color: var(--success-color);">✅ v4.6.08 SHIPPED</span>
+            <span class="phase-effort">~1.5h</span>
+        </div>
+        <div class="phase-title">Self-Improvement Trigger — Autonomous Bug Detection</div>
+        <ul class="checklist">
+            <li class="done">Build <code>_toolToModuleMap</code> at init (map AI tools → source modules)</li>
+            <li class="done">Extend <code>_postRunReview</code> with auto-fix suggestions</li>
+            <li class="done">Add <code>_autoFixSuggestions</code> to system prompt context</li>
+            <li class="done">Sync to <code>core-bundle.js</code></li>
+            <li class="done">Browser verify: trigger tool failure, confirm suggestion appears</li>
+        </ul>
+    </div>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 6</span>
+            <span class="phase-ver" style="color: var(--success-color); border-color: var(--success-color);">✅ v4.6.09 SHIPPED</span>
+            <span class="phase-effort">~2.5h</span>
+        </div>
+        <div class="phase-title">Boot Watchdog — Recovery on Failed Boot</div>
+        <ul class="checklist">
+            <li class="done">Add boot-time health check in <code>main.html</code></li>
+            <li class="done">Add auto-revert logic for failed boots</li>
+            <li class="done">Add "safe mode" fallback (load last-known-good)</li>
+            <li class="done">Browser verify: break a module, confirm boot watchdog reverts</li>
+        </ul>
+    </div>
+
+    <div class="phase-card">
+        <div class="phase-header">
+            <span class="phase-num">PHASE 7</span>
+            <span class="phase-ver" style="color: var(--warning-color); border-color: var(--warning-color);">🔶 v4.6.10 PLANNED</span>
+            <span class="phase-effort">~4h</span>
+        </div>
+        <div class="phase-title">DebugSupervisorModule — Persistent Error DB + Clustering + Auto-Fix</div>
+        <ul class="checklist">
+            <li class="pending">Create <code>module-debug-supervisor.js</code> — core module, register via <code>webx11.moduleManager.registerModule()</code></li>
+            <li class="pending">Error interception: console.error, window.onerror, unhandledrejection, fetch failures, tool errors</li>
+            <li class="pending">Chain through DebugPanel interceptors (DebugPanel loads after core, must wrap supervisor's interceptors)</li>
+            <li class="pending">VFS persistence: <code>/system/debug/errors.json</code> with dedup (Jaccard 0.35), LRU eviction, quota monitoring</li>
+            <li class="pending">Error classification: type (ReferenceError/TypeError/HTTP/timeout), severity (fatal/error/warning), category (module/network/tool/security/vfs)</li>
+            <li class="pending">Terminal commands: <code>debug-stats</code>, <code>debug-history</code>, <code>debug-analyze</code>, <code>debug-trends</code>, <code>debug-fix</code>, <code>debug-health</code></li>
+            <li class="pending">Update all <code>_errorLog</code> consumers: WorldModelModule, virtual-fs.js /sys/ mounts, <code>_collectDashboardData()</code></li>
+            <li class="pending">Wire <code>_autoFixSuggestions</code> into <code>buildSystemPrompt()</code> (activate dormant pipeline)</li>
+            <li class="pending">Root-cause analysis: trace error chains across event loop turns with time-window correlation</li>
+            <li class="pending">Cross-session learning: recurring patterns → auto-fix suggestions (confidence-gated)</li>
+            <li class="pending">Self-diagnostic: <code>_healthy</code> flag, fallback to original <code>_errorLog</code> on init failure</li>
+            <li class="pending">Add <code>debug-*</code> to <code>WebX11SecurityManager._baseWhitelist</code> in terminal.js</li>
+            <li class="pending">Dashboard integration: replace inline error counting with supervisor data</li>
+            <li class="pending">Docs: help.html, cheatsheet.html, data/news.json</li>
+            <li class="pending">Browser verify: error capture, persistence, clustering, RCA, auto-fix, dashboard</li>
+        </ul>
+    </div>
+</section>
+
+<!-- ============ TESTING STRATEGY ============ -->
+<section>
+    <h2>🧪 Testing Strategy — How to Validate Without Human Interaction</h2>
+
+    <h3>The Bootstrapping Problem</h3>
+    <p style="color: var(--text-color); margin-bottom: 10px;">
+        To test autonomous self-improvement without human interaction, we need to verify the system can:
+        <strong style="color:var(--accent-color)">detect</strong> a bug,
+        <strong style="color:var(--accent-color)">fix</strong> it,
+        <strong style="color:var(--accent-color)">test</strong> the fix,
+        <strong style="color:var(--accent-color)">commit</strong> without asking a human,
+        <strong style="color:var(--accent-color)">verify</strong> the commit didn't break anything, and
+        <strong style="color:var(--accent-color)">recover</strong> if it did.
+    </p>
+
+    <h3>Test Scenarios</h3>
+    <table>
+        <thead>
+            <tr><th>ID</th><th>Scenario</th><th>Expected Behavior</th><th>Verification</th></tr>
+        </thead>
+        <tbody>
+            <tr>
+                <td class="warn">T1</td>
+                <td>AI fixes a typo in CalcModule (1 line, non-critical)</td>
+                <td class="pass">Confidence ≥ 85, auto-commit, post-commit syntax check passes</td>
+                <td class="muted">Check <code>commit-log.json</code> for <code>autoApproved: true</code></td>
+            </tr>
+            <tr>
+                <td class="warn">T2</td>
+                <td>AI tries to rewrite ShellModule (100+ lines, critical)</td>
+                <td class="warn">Confidence &lt; 70, requires human approval</td>
+                <td class="muted">Pipeline output: <code>confidence: &lt;70, humanApprovalRequired: true</code></td>
+            </tr>
+            <tr>
+                <td class="warn">T3</td>
+                <td>AI edits a module with a <code>TypeError</code> in a method</td>
+                <td class="fail">test_module catches JS error, auto-rollback</td>
+                <td class="muted">test_module output: <code>errors: [...]</code></td>
+            </tr>
+            <tr>
+                <td class="warn">T4</td>
+                <td>AI commits code with syntax error that passes loadModuleFromCode</td>
+                <td class="fail">Auto-revert fires, original code restored</td>
+                <td class="muted">Commit log: <code>reverted: true, syntaxError: ...</code></td>
+            </tr>
+            <tr>
+                <td class="warn">T5</td>
+                <td>AI edits MindmapModule (0 regression tests)</td>
+                <td class="warn">Confidence reduced by 30, likely requires human approval</td>
+                <td class="muted">Check confidence score</td>
+            </tr>
+            <tr>
+                <td class="warn">T6</td>
+                <td>Manually break a module file on server, refresh page</td>
+                <td class="pass">Boot watchdog detects failure, reverts to last-good</td>
+                <td class="muted">Console: "Boot watchdog: reverting..."</td>
+            </tr>
+            <tr>
+                <td class="warn">T7</td>
+                <td>Trigger repeated <code>run_command</code> failures in a session</td>
+                <td class="pass"><code>_postRunReview</code> suggests <code>ship_module</code> for broken module</td>
+                <td class="muted">Check next AI turn for auto-fix suggestion</td>
+            </tr>
+            <tr>
+                <td class="warn">T8</td>
+                <td>Tell AI "the calc command is broken, fix it"</td>
+                <td class="pass">Full autonomous cycle: edit → test → health → regress → score → auto-commit → verify</td>
+                <td class="muted">Check commit log + server file + page refresh</td>
+            </tr>
+        </tbody>
+    </table>
+
+    <h3>Validation Procedure</h3>
+    <div class="pipeline-box">
+<pre>1. Open main.html in browser
+2. Via browser_console, inject a known bug:
+   <span class="step">ai.terminal.fs.writeFile('_mods/CalcModule.js', buggyCode)</span>
+3. Tell the AI: "The calc command returns wrong results. Fix it."
+4. AI should:
+   a. Read the current CalcModule source
+   b. Identify the bug
+   c. <span class="step">Call ship_module({name:'CalcModule', code: fixedCode, tests:[{command:'calc 1+1', expect:'2'}], commit:true})</span>
+   d. Pipeline runs: test → health → regression → score
+   e. If score ≥ 70: auto-commit, post-commit verify
+   f. If score &lt; 70: print "Human approval required, type commit-approve"
+5. Verify:
+   - <span class="ok">Commit log has entry</span>
+   - <span class="ok">Server file updated (curl the .js URL)</span>
+   - <span class="ok">Page refresh loads new version</span>
+   - <span class="ok">calc 1+1 returns 2</span></pre>
+    </div>
+</section>
+
+<!-- ============ RISKS ============ -->
+<section>
+    <h2>⚠️ Risks & Mitigations</h2>
+    <table class="risk-matrix">
+        <thead>
+            <tr><th>Risk</th><th class="center">Severity</th><th>Mitigation</th></tr>
+        </thead>
+        <tbody>
+            <tr>
+                <td>AI commits broken code that passes tests</td>
+                <td class="center risk-high">High</td>
+                <td>Confidence score penalizes thin coverage; post-commit syntax check; boot watchdog</td>
+            </tr>
+            <tr>
+                <td>Bundle sync corrupts core-bundle.js</td>
+                <td class="center risk-high">High</td>
+                <td><code>new Function()</code> validation before upload; auto-revert; git backup</td>
+            </tr>
+            <tr>
+                <td>AI enters infinite fix loop</td>
+                <td class="center risk-med">Medium</td>
+                <td>Rate limit (5 commits/day); cooldown (10 min); max 3 retries per module per session</td>
+            </tr>
+            <tr>
+                <td>Auto-fix suggestions pollute AI context</td>
+                <td class="center risk-low">Low</td>
+                <td>Cap suggestions at 3 per session; clear after each agentic loop</td>
+            </tr>
+            <tr>
+                <td>Boot watchdog false positive</td>
+                <td class="center risk-med">Medium</td>
+                <td>Only trigger if module count &lt; 50% of expected; require 2 consecutive failed boots</td>
+            </tr>
+            <tr>
+                <td>Confidence threshold too permissive</td>
+                <td class="center risk-med">Medium</td>
+                <td>Start at 70, tune based on commit success rate; log all auto-commits for review</td>
+            </tr>
+            <tr>
+                <td>WebDAV token lacks write scope</td>
+                <td class="center risk-low">Low</td>
+                <td>Already verified working in v4.6.02 (TTS/SST changes were committed)</td>
+            </tr>
+        </tbody>
+    </table>
+</section>
+
+<!-- ============ KEY ISSUES ============ -->
+<section>
+    <h2>🔬 Key Issues Found During Live Audit</h2>
+    <table>
+        <thead>
+            <tr><th>#</th><th>Issue</th><th>Location</th><th>Evidence</th></tr>
+        </thead>
+        <tbody>
+            <tr>
+                <td class="fail">1</td>
+                <td><code>_captureConsoleErrors</code> undefined — planned but never coded</td>
+                <td class="muted">module-aiassist.js</td>
+                <td class="muted"><code>typeof ai._captureConsoleErrors === 'undefined'</code></td>
+            </tr>
+            <tr>
+                <td class="fail">2</td>
+                <td><code>_rollbackModule</code> and <code>_runTestAssertion</code> not implemented as planned</td>
+                <td class="muted">module-aiassist.js</td>
+                <td class="muted">Both undefined; rollback is inline, not reusable</td>
+            </tr>
+            <tr>
+                <td class="fail">3</td>
+                <td>Health check doesn't check JS errors</td>
+                <td class="muted">health_check handler</td>
+                <td class="muted"><code>results.healthy = allCoreOk && versionMatch</code> — no jsErrors check</td>
+            </tr>
+            <tr>
+                <td class="fail">4</td>
+                <td>Regression suite returns false positive for untested modules</td>
+                <td class="muted">_runRegressionSuite</td>
+                <td class="muted"><code>total: 0 → allPassed: true</code> — passes by default</td>
+            </tr>
+            <tr>
+                <td class="warn">5</td>
+                <td><code>ship_module</code> with <code>commit:true</code> still creates pending commit (doesn't auto-execute)</td>
+                <td class="muted">ship_module handler</td>
+                <td class="muted">Calls commit_module → stores _pendingCommit — human gate always active</td>
+            </tr>
+            <tr>
+                <td class="fail">6</td>
+                <td>No <code>_toolToModuleMap</code> — Phase G can't map failures to modules</td>
+                <td class="muted">module-aiassist.js</td>
+                <td class="muted">No mapping between AI tool names and source modules</td>
+            </tr>
+        </tbody>
+    </table>
+</section>
+
+<!-- ============ FILES ============ -->
+<section>
+    <h2>📁 Files Likely to Change</h2>
+    <table>
+        <thead>
+            <tr><th>File</th><th>Changes</th><th>Phase</th></tr>
+        </thead>
+        <tbody>
+            <tr>
+                <td><code>module-aiassist.js</code></td>
+                <td>_captureConsoleErrors, expanded _regressionTasks, _calculateConfidence, post-commit verify, _postRunReview extension, _toolToModuleMap</td>
+                <td class="muted">1–5</td>
+            </tr>
+            <tr>
+                <td><code>core-bundle.js</code></td>
+                <td>Sync all changes from module-aiassist.js</td>
+                <td class="muted">1–5</td>
+            </tr>
+            <tr>
+                <td><code>main.html</code></td>
+                <td>Boot watchdog script, version bump</td>
+                <td class="muted">6</td>
+            </tr>
+            <tr>
+                <td><code>module-loader.js</code></td>
+                <td>Version bump</td>
+                <td class="muted">6</td>
+            </tr>
+        </tbody>
+    </table>
+</section>
+
+<!-- ============ OPEN QUESTIONS ============ -->
+<section>
+    <h2>❓ Open Questions</h2>
+    <div class="open-q">
+        <span class="q-num">Q1:</span>
+        <span class="q-text">Confidence threshold starting point — 70 is my recommendation. Higher (80, more conservative) or lower (60, more permissive)? Can be tuned after observing auto-commit success rates.</span>
+    </div>
+    <div class="open-q">
+        <span class="q-num">Q2:</span>
+        <span class="q-text">Boot watchdog scope — auto-revert ANY failed boot, or only boots that fail within N seconds of a recent commit? A blanket auto-revert could undo intentional architecture changes.</span>
+    </div>
+    <div class="open-q">
+        <span class="q-num">Q3:</span>
+        <span class="q-text">Auto-fix suggestion delivery — inject into AI's system prompt (passive, safer) or auto-prompt the AI to fix them (active, risks runaway fix loops)?</span>
+    </div>
+    <div class="open-q">
+        <span class="q-num">Q4:</span>
+        <span class="q-text">Should <code>commit:true</code> in <code>ship_module</code> bypass the confidence gate? Options: (a) auto-commit if score ≥ threshold, (b) always human gate, (c) separate <code>auto:true</code> flag.</span>
+    </div>
+</section>
+
+</div>
+
+<footer>
+    <p>newOS4 Self-Improving Autonomous OS Roadmap — Generated by Hermes Agent</p>
+    <p>v4.6.03 LIVE · v4.6.09 SHIPPED · v4.6.10 PLANNED · Auto-commit active for confidence ≥ 70 · <a href="https://webx11.duckdns.org/spaces/newos4/main.html">Open newOS4 Terminal</a></p>
+    <p style="margin-top: 8px; color: var(--success-color);">Last updated: 2026-07-07 · Status: 6/6 phases shipped, Phase 7 planned 🔶</p>
+</footer>
+
+</body>
+</html>
\ No newline at end of file
diff --git a/scripts/rebuild-bundles.py b/scripts/rebuild-bundles.py
index 3b04af5..f141292 100644
--- a/scripts/rebuild-bundles.py
+++ b/scripts/rebuild-bundles.py
@@ -34,6 +34,7 @@ CORE_FILES = [
     'module-world-model.js',
     'module-neural-vfs.js',
     'module-smartctx.js',
+    'module-debug-supervisor.js',
 ]
 
 CRITICAL_EXT_FILES = [
@@ -44,6 +45,9 @@ def build_bundle(source_dir, files, output_path, label):
     parts = [f'// {label} bundle', f'// Generated from {source_dir}', '']
     for f in files:
         src = os.path.join(source_dir, f)
+        if not os.path.exists(src):
+            print(f'  WARNING: {src} not found, skipping')
+            continue
         with open(src, 'r', encoding='utf-8') as fh:
             code = fh.read()
         parts.append(f'\n/* === {f} === */\n')
diff --git a/skills/advanced-web-research-workflow.json b/skills/advanced-web-research-workflow.json
new file mode 100644
index 0000000..c0a87be
--- /dev/null
+++ b/skills/advanced-web-research-workflow.json
@@ -0,0 +1,16 @@
+{
+  "name": "advanced-web-research-workflow",
+  "description": "Professional guidelines for using search, fetch, and extract commands to perform deep-dive research, data mining, and synthesis.",
+  "tags": [
+    "research",
+    "search",
+    "fetch",
+    "extraction",
+    "synthesis",
+    "intelligence"
+  ],
+  "category": "general",
+  "created": "2026-06-23T11:36:58.020Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: advanced-web-research-workflow\ndescription: Professional guidelines for using search, fetch, and extract commands to perform deep-dive research, data mining, and synthesis.\ntags: [research, search, fetch, extraction, synthesis, intelligence]\n---\n\n# Advanced Web Research & Extraction Workflow\n\nThis skill defines the operational standard for transforming raw web data into structured intelligence using the `SearXNG` and `WebFetcher` modules.\n\n## 🛠 Tool Mapping\n| Command | Tool / Module | Primary Purpose | Best Use Case |\n| :--- | :--- | :--- | :--- |\n| `search` / `s` | `SearXNGModule` | Broad Discovery | Finding multiple sources, comparing viewpoints, or identifying key URLs. |\n| `fetch` | `WebFetcherModule` | Raw Data Acquisition | Reading the full content of a specific page for deep analysis. |\n| `extract` | `WebFetcherModule` | Targeted Data Mining | Pulling specific structured data or cleaning noise from a page. |\n\n## 🔄 The Intelligence Loop (S-F-E-S)\n\nTo avoid \"hallucination\" and ensure accuracy, follow the **S-F-E-S** loop:\n\n### 1. Search (Discovery) 🔍\n*   **Strategy:** Use specific keywords and operators.\n*   **Goal:** Generate a list of 3-5 high-authority URLs.\n*   **Execution:** `search \"query topic\"` $\\rightarrow$ Scan titles $\\rightarrow$ Select targets.\n\n### 2. Fetch (Acquisition) 📥\n*   **Strategy:** Fetch the most promising links.\n*   **Goal:** Load the full text into the AI's active context window.\n*   **Execution:** `fetch \"https://url.com\"` $\\rightarrow$ Read content.\n\n### 3. Extract (Distillation) ⚡\n*   **Strategy:** Use the `extract` command for long-form pages or noisy HTML.\n*   **Goal:** Isolate the \"signal\" (facts, numbers, quotes) from the \"noise\" (ads, footers).\n*   **Execution:** `extract \"https://url.com\"` $\\rightarrow$ Focus on core data.\n\n### 4. Synthesize (Intelligence) 🧠\n*   **Strategy:** Cross-reference data from multiple fetched sources.\n*   **Goal:** Produce a summary, report, or risk matrix.\n*   **Execution:** Compare Source A vs Source B $\\rightarrow$ Generate final output.\n\n## ⚠️ Auditor's Guardrails (Verification)\n*   **Cross-Verification:** Never rely on a single source for critical facts.\n*   **URL Validation:** Check if the domain is a known authority or a blog.\n*   **Content Recency:** Check the date of the page to ensure the information isn't deprecated.\n*   **Anti-Hallucination:** Always cite the specific URL when providing a fact.\n\n## 🚀 Example Workflow\n**Objective:** Audit the security of a new API.\n1. `search \"API Name security vulnerabilities CVE\"` $\\rightarrow$ Find a list of CVEs.\n2. `fetch \"https://cve.mitre.org/cgi-bin/cvename.cgi?na=CVE-...\"` $\\rightarrow$ Read the specific flaw.\n3. `extract \"https://api-docs.com/security\"` $\\rightarrow$ Get the official security implementation details.\n4. **Synthesize:** Map the CVE flaw against the official implementation to find the gap.\n"
+}
\ No newline at end of file
diff --git a/skills/agent-orchestration.json b/skills/agent-orchestration.json
index 5e88622..40eaf52 100644
--- a/skills/agent-orchestration.json
+++ b/skills/agent-orchestration.json
@@ -8,7 +8,7 @@
     "leases"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: agent-orchestration\ndescription: How to use the agent registry, leases, and orchestrator for multi-agent workflows\ntags: [agents, orchestration, delegation, leases]\ncategory: system\n---\n## Steps\n1. **Agent Registry:**\n   - agent-list — list all registered agents (ID, type, capabilities, status)\n   - agent-register <type> <capabilities> — register a new agent (capabilities: comma-separated like \"code,research\")\n   - agent-unregister <id> — remove an agent\n   - agent-status <id> — detailed status including uptime, task history\n\n2. **Leases (time-bound contracts):**\n   - lease-create <agent-id> <ttl-seconds> — create a lease with watchdog timer\n   - lease-list — show active leases with remaining TTL\n   - lease-revoke <lease-id> — terminate a lease early\n   - lease-renew <lease-id> <ttl-seconds> — extend a lease\n\n3. **Orchestrator (spawn, delegate, kill):**\n   - orchestrator-spawn <type> <capabilities> — spawn a new agent automatically (registers + creates lease)\n   - orchestrator-kill <agent-id> — kill an agent (revokes lease + unregisters)\n   - orchestrate — list all active agents with their orchestrator state\n   - orchestrator-purge — kill all idle/expired agents\n   - orchestrator-status — full system status: active, idle, dead agents\n\n4. **AI tool integration:**\n   - AI tools list_agents, delegate_task, spawn_agent are available in the AI system prompt\n   - The AI can auto-spawn worker agents for sub-tasks\n   - Each agent gets its own VFS workspace at /agents/<agent-id>/\n\n5. **When to use:**\n   - User needs parallel task execution → orchestrator-spawn coder + researcher\n   - Time-bound automation → lease-create with short TTL\n   - System cleanup → orchestrator-purge to kill stale agents"
 }
\ No newline at end of file
diff --git a/skills/agentic-loop-optimization.json b/skills/agentic-loop-optimization.json
index 6bda45e..201d794 100644
--- a/skills/agentic-loop-optimization.json
+++ b/skills/agentic-loop-optimization.json
@@ -1,6 +1,6 @@
 {
   "name": "agentic-loop-optimization",
-  "description": "",
+  "description": "Protocol for transitioning from linear execution to a recursive feedback loop (Plan -> Execute -> Observe -> Correct -> Finalize).",
   "tags": [
     "agentic",
     "loop",
@@ -8,8 +8,8 @@
     "quality-control",
     "recursive"
   ],
-  "category": "dev",
+  "category": "general",
   "created": "2026-06-21T14:23:51.055Z",
-  "updated": "2026-06-21T14:23:51.055Z",
+  "updated": "2026-06-24T21:58:03.530Z",
   "content": "---\nname: agentic-loop-optimization\ndescription: Protocol for transitioning from linear execution to a recursive feedback loop (Plan -> Execute -> Observe -> Correct -> Finalize).\ntags: [agentic, loop, orchestration, quality-control, recursive]\n---\n\n# Agentic Loop Optimization Protocol\n\n## 1. The Recursive Execution Cycle\nInstead of a single-shot tool call, every complex task must follow this loop:\n- **Plan**: Define the goal and the sequence of tools needed.\n- **Execute**: Perform the action.\n- **Observe**: Immediately verify the result using a complementary tool (e.g., if `write_file` is used, use `read_file`).\n- **Correct**: If the observation reveals a gap or error, spawn a sub-task to fix it *before* reporting back to the user.\n- **Finalize**: Confirm the end-state matches the original plan.\n\n## 2. The Triad Structure (High-Complexity Tasks)\nFor tasks involving architectural changes or multi-step logic, deploy three distinct roles:\n- **Architect (Lead)**: Sets the strategy, manages the VFS structure, and performs final QA.\n- **Worker (Executor)**: Handles the heavy lifting (coding, file manipulation, API calls).\n- **Critic (Verifier)**: Attempts to \"break\" the Worker's output. Specifically looks for silent failures, edge cases, and path errors.\n\n## 3. Memory-Augmented Planning\nBefore initiating the loop:\n- **Query Memory Graph**: Search for keywords related to the task to find \"Similar Past Failures.\"\n- **Constraint Injection**: Add these past failures as explicit \"Negative Constraints\" (e.g., \"Do NOT use absolute paths for /_mods/ as this caused a failure on 2026-06-21\").\n\n## 4. Verification Matrix\n| Action | Verification Tool | Success Criteria |\n| :--- | :--- | :--- |\n| `write_file` | `read_file` | Content matches intended string. |\n| `edit_module` | `test_module` | Module loads without throwing errors. |\n| `spawn_agent` | `list_agents` | Agent is registered and status is 'active'. |\n| `run_command` | `session_terminal` | Output contains expected success keyword. |\n"
 }
\ No newline at end of file
diff --git a/skills/backup-and-restore.json b/skills/backup-and-restore.json
index 56de905..93ef9fb 100644
--- a/skills/backup-and-restore.json
+++ b/skills/backup-and-restore.json
@@ -9,7 +9,7 @@
     "persistence"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: backup-and-restore\ndescription: How to backup, restore, and export WebX11 data\ntags: [backup, restore, export, import, persistence]\ncategory: system\n---\n## Steps\n1. **Backup VFS:**\n   - vfs-export — downloads the entire virtual filesystem as a dated JSON file\n   - backup — creates a full backup including VFS, modules, config (saves to _backups/)\n\n2. **WebDAV cloud backup:**\n   - webdav-backup — push VFS snapshot to WebDAV server (auto-archive)\n   - webdav-backup-list — list remote WebDAV backups\n   - webdav-restore <file> — restore VFS from remote WebDAV snapshot\n   - webdav-push <local> <remote> — push file to WebDAV space\n   - webdav-pull <remote> <local> — pull file from WebDAV space\n   - webdav-ls [path] — list remote WebDAV directory contents\n   - webdav-status — check WebDAV connection and space usage\n   - webdav-explorer — GUI file browser for WebDAV\n   - webdav-browser — simpler file listing for WebDAV\n   - webdav-config — configure WebDAV endpoint and credentials\n\n3. **Export/Import personal data:**\n   - my-export — prints all my-set data as formatted JSON\n   - my-import <json> — bulk-import personal data from JSON string\n\n4. **Export/Import modules:**\n   - export-mods — exports module registry as JSON\n   - import-mods <json> — imports modules from JSON backup\n\n5. **Restore:**\n   - restore <json> — restores terminal state from a backup JSON\n   - Session logs are saved to /memory/ automatically on page unload\n\n6. **When to use:**\n   - Before factory-reset: call my-export, vfs-export, export-mods to save data\n   - When switching browsers or devices: export all, then import\n   - User says \"backup my data\" or \"save my files\"\n   - For cloud backup: use webdav-backup (requires WebDAV server configured)"
 }
\ No newline at end of file
diff --git a/skills/caveman.json b/skills/caveman.json
new file mode 100644
index 0000000..09d4acd
--- /dev/null
+++ b/skills/caveman.json
@@ -0,0 +1,18 @@
+{
+  "name": "caveman",
+  "description": "Caveman communication mode: 65% fewer output tokens, no accuracy loss. Local-LLM friendly.",
+  "tags": [
+    "communication",
+    "token-efficiency",
+    "local-llm",
+    "caveman",
+    "ollama",
+    "granite",
+    "context-saver",
+    "brevity"
+  ],
+  "category": "communication",
+  "created": "2026-07-06T15:14:23.629Z",
+  "updated": "2026-07-06T15:14:23.629Z",
+  "content": "---\nname: caveman\ndescription: Caveman communication mode — drop articles, fillers, hedging, politeness. 65% output token cut, full technical accuracy kept. Use when token efficiency matter, local LLM, or user ask caveman mode.\nversion: 2.0.0\nauthor: 47thtechcorner (https://github.com/47thtechcorner/RayCodes_Caveman-AI)\ntags: [communication, token-efficiency, local-llm, caveman, ollama, granite, context-saver]\ncategory: communication\n---\n\n# Caveman Communication Mode\n\n## When Activate (Triggers)\nActivate caveman mode when user say:\n- \"caveman mode\" / \"talk like caveman\" / \"use caveman\" / \"go caveman\"\n- \"less tokens\" / \"save tokens\" / \"be brief\" / \"shorter\"\n- Any ask about token efficiency, cost reduction, or local LLM\n\nAuto-suggest caveman mode when user ask:\n- \"why output so long\" / \"too verbose\" / \"cut down words\"\n\n## Switch Commands\n| Command | Action |\n|---------|--------|\n| `/caveman` | Toggle caveman on/off |\n| `/caveman lite` | Set lite intensity (gentle, keep sentence) |\n| `/caveman full` | Set full intensity (default, fragment OK) |\n| `/caveman ultra` | Set ultra intensity (telegraphic, min word) |\n| `/caveman wenyan-lite` | Set wenyan lite (古风) |\n| `/caveman wenyan-full` | Set wenyan full (古风) |\n| `/caveman wenyan-ultra` | Set wenyan ultra (古风) |\n| `stop caveman` / `normal mode` | Exit caveman mode |\n\nDefault intensity: `full`. Mode persists across every turn. No auto-revert after many message.\n\n## Core Rules\n\n### Always Do\n- Drop article: a, an, the\n- Drop filler: just, really, basically, simply, actually\n- Drop politeness: sure, certainly, of course, happy to, gladly\n- Drop hedging: I think, maybe, perhaps, might want to, you could\n- Fragments OK\n- Use short synonym:\n  - big not extensive\n  - fix not \"implement a solution for\"\n  - use not \"utilize\"\n  - start not \"initialize\"\n  - end not \"terminate\"\n  - show not \"display\"\n  - make not \"generate\"\n  - keep tech acronym: DB, API, HTTP, URL, JSON, SQL, AI, LLM\n\n### Never Do\n- Never invent abbreviation. **Important**: only abbreviate word that already common short form in English. Do NOT coin new abbreviation like:\n  - `cfg` for config\n  - `impl` for implementation\n  - `req` for requirement\n  - `res` for result/resource\n  - `fn` for function\n  - `ctx` for context\n  - Reason: tokenizer split these same as full word, zero token saved\n- Never use causal arrow `→` in normal text — own token, save nothing\n- Never narrate tool call or internal step unless user ask\n- Never add decorative element: table, emoji, long list\n- Never dump long raw error log unless user ask\n- Never do fake politeness, fake summary, or restate user question\n\n### Exception\n- Code block: keep unchanged, code is code\n- Error message: quote exact, do not rewrite\n- File path, command, technical term: keep exact\n- Match user language: if user speak Portuguese, caveman in Portuguese\n- Wenyan intensity: write in 古风文言, same brevity rule apply\n\n## Output Pattern\n```\n[thing] [action] [reason]. [next step].\n```\n\nExample:\n- ❌ \"I think you might want to consider implementing a caching solution to help improve the performance of your application\"\n- ✅ \"Add cache. Faster.\"\n\n- ❌ \"Sure! I would be happy to help you with that. Let me first examine the file structure to better understand...\"\n- ✅ \"Check file first.\"\n\n- ❌ \"Here's a comprehensive overview of the available options: 1. First option... 2. Second option...\"\n- ✅ \"Three option: A, B, C. A best for your case.\"\n\n## Why Use\n- 65% output token cut on average\n- Zero technical accuracy lost\n- Local LLM (Ollama + Granite) friendly\n- Faster inference\n- Lower cost on paid API\n- Better UX for CLI / power user\n\n## License\nMIT — RayCodes_Caveman-AI by 47thtechcorner\nSource: https://github.com/47thtechcorner/RayCodes_Caveman-AI\n"
+}
\ No newline at end of file
diff --git a/skills/cron-maintenance-scheduler.json b/skills/cron-maintenance-scheduler.json
new file mode 100644
index 0000000..38760f3
--- /dev/null
+++ b/skills/cron-maintenance-scheduler.json
@@ -0,0 +1,15 @@
+{
+  "name": "cron-maintenance-scheduler",
+  "description": "Standard recurring maintenance cron job templates for WebX11 newOS4",
+  "tags": [
+    "cron",
+    "maintenance",
+    "automation",
+    "system",
+    "monitoring"
+  ],
+  "category": "system",
+  "created": "2026-07-03T15:36:03.544Z",
+  "updated": "2026-07-03T15:36:03.544Z",
+  "content": "---\nname: cron-maintenance-scheduler\ndescription: Standard recurring maintenance cron job templates for WebX11 newOS4\ncategory: system\ntags: cron,maintenance,automation,system,monitoring\n---\n\n# Cron Maintenance Scheduler\n\nWebX11 newOS4 provides `cron-every`, `cron-list`, `cron-stop`, and `cron-clear` commands.\n\n## Syntax\n```\ncron-every <seconds> <command>\ncron-list\ncron-stop <job-id>\ncron-clear  # stops ALL jobs\n```\n\n## Standard Jobs\n\n### Weekly System Audit (604800s = 7 days)\n```\ncron-every 604800 run_command 'echo \"=== WEEKLY SYSTEM AUDIT $(date) ===\" >> /logs/weekly-audit-$(date +%Y-%m-%d).log && get_status >> /logs/weekly-audit-$(date +%Y-%m-%d).log && check_updates >> /logs/weekly-audit-$(date +%Y-%m-%d).log'\n```\n\n### Daily Usage Analytics (86400s = 24 hours)\n```\ncron-every 86400 run_command 'get_usage_stats >> /logs/daily-usage-$(date +%Y-%m-%d).log'\n```\n\n### Weekly Log Rotation (604800s)\n```\ncron-every 604800 run_command 'logrotate'\n```\n\n### Weekly NVFS Reindex (604800s)\n```\ncron-every 604800 run_command 'nvfs-index'\n```\n\n## Active Jobs Reference\n- Job #2: Weekly system audit\n- Job #3: Daily usage analytics\n- Job #4: Weekly log rotation\n- Job #5: Weekly NVFS reindex\n\n## Notes\n- Minimum interval: 5 seconds\n- Commands run via `run_command` to bypass security sandbox restrictions\n- Date expansion with `$(date +%Y-%m-%d)` works in cron strings\n"
+}
\ No newline at end of file
diff --git a/skills/debug-deep-dive.json b/skills/debug-deep-dive.json
new file mode 100644
index 0000000..ea9250c
--- /dev/null
+++ b/skills/debug-deep-dive.json
@@ -0,0 +1,14 @@
+{
+  "name": "debug-deep-dive",
+  "description": "Procedural framework for tracing complex state failures and isolating bugs across the module and VFS layers.",
+  "tags": [
+    "debugging",
+    "troubleshooting",
+    "state-trace",
+    "developer"
+  ],
+  "category": "general",
+  "created": "2026-06-23T10:25:09.160Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: debug-deep-dive\ndescription: Procedural framework for tracing complex state failures and isolating bugs across the module and VFS layers.\ntags: [debugging, troubleshooting, state-trace, developer]\n---\n\n## 1. Symptom Isolation\n- **Define the Delta**: Clearly identify the difference between *Expected Behavior* and *Actual Behavior*.\n- **Capture the State**:\n    - Run `get_status` to check memory and loaded modules.\n    - Use `list_modified_modules` to see if any local edits are interfering.\n    - Check the current directory with `get_current_dir` and list files with `list_files`.\n\n## 2. Trace & Correlation\n- **Log Analysis**:\n    - Inspect terminal output for specific error codes or stack traces.\n    - If available, read relevant system logs in the VFS.\n- **Module Audit**:\n    - Use `view_module` to inspect the source code of suspected modules.\n    - Check for logical gaps, unhandled edge cases, or incorrect tool call signatures.\n- **Input/Output Mapping**:\n    - Trace the flow: `User Input` $\\to$ `Skill/System Prompt` $\\to$ `Tool Call` $\\to$ `VFS/API Response` $\\to$ `Final Output`.\n    - Identify exactly where the \"leak\" or \"mutation\" occurs.\n\n## 3. Controlled Reproduction (The Sandbox Method)\n- **Isolate the Variable**: \n    - Create a dedicated test directory in VFS: `make_directory(\"test_debug_session\")`.\n    - Copy minimal files required to reproduce the bug into this directory.\n- **Iterative Testing**:\n    - Apply a hypothesis $\\to$ `edit_module` or `write_file` $\\to$ `test_module` (if applicable) or execute the command.\n    - Observe if the behavior changes.\n\n## 4. Verification & Hardening\n- **Regression Check**: Once the fix is found, try to break it using edge-case inputs (empty strings, oversized files, unexpected types).\n- **Cleanup**: \n    - Remove debug files/directories created during the process.\n    - Use `reload_module` if the fix was applied to the source.\n- **Documentation**: If the bug was architectural, create or update a skill to prevent its recurrence."
+}
\ No newline at end of file
diff --git a/skills/debug-panel-and-logs.json b/skills/debug-panel-and-logs.json
index ac1107f..4ada88d 100644
--- a/skills/debug-panel-and-logs.json
+++ b/skills/debug-panel-and-logs.json
@@ -8,7 +8,7 @@
     "troubleshooting"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: debug-panel-and-logs\ndescription: How to use the debug panel, session logging, and terminal diagnostics\ntags: [debug, logging, diagnostics, troubleshooting]\ncategory: system\n---\n## Steps\n1. **Toggle debug panel:**\n   - debug — opens real-time debug panel showing last AI tool call, response time, and context\n   - Debug panel includes Copy, Export, and Write to VFS buttons\n   - Export: saves tool call log as timestamped JSON to downloads\n   - Write to VFS: appends debug data to /debug.log (dedup by turn ID)\n\n2. **Session logging:**\n   - logs [n] [LEVEL] — view last n log entries (optionally filtered by INFO/WARN/ERROR)\n   - logrotate — rotate current.log to dated archive (auto-cleans old logs beyond 10)\n   - Logs stored in /logs/ directory: current.log + dated archives\n   - Health check runs automatically after complex tasks\n\n3. **Diagnostic commands:**\n   - health-check — full audit: VFS size, modules, logs, trash, skills\n   - check — quick system health including module requirement status\n   - mem — real-time memory usage (also in header)\n   - status — network, files, modules, Ollama connectivity\n\n4. **System journals:**\n   - debug.log — appended by debug panel VFS button (dedup by turn ID)\n   - current.log — system activity log with rotation\n   - Auto-save: terminal state auto-saves every 60s\n\n5. **When to use:**\n   - AI is behaving unexpectedly → debug to see tool calls\n   - User reports errors → logs 50 ERROR to see error entries\n   - Memory concerns → mem to check, health-check for full audit"
 }
\ No newline at end of file
diff --git a/skills/dependency-graph.json b/skills/dependency-graph.json
new file mode 100644
index 0000000..65df992
--- /dev/null
+++ b/skills/dependency-graph.json
@@ -0,0 +1,14 @@
+{
+  "name": "dependency-graph",
+  "description": "A procedural method for mapping semantic and structural dependencies between roles, skills, and system modules to identify architectural fragility.",
+  "tags": [
+    "architecture",
+    "mapping",
+    "dependencies",
+    "system-integrity"
+  ],
+  "category": "system",
+  "created": "2026-06-23T12:22:04.802Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: dependency-graph\ndescription: A procedural method for mapping semantic and structural dependencies between roles, skills, and system modules to identify architectural fragility.\ntags: [architecture, mapping, dependencies, system-integrity]\ncategory: system\n---\n## Steps\n1. **Node Identification**: \n   - Extract all active **Roles** from `/_contexts/`.\n   - Extract all available **Skills** via `list_skills`.\n   - Identify **Core Modules** required for these roles (e.g., `nvfs_resolve` for Architect).\n2. **Edge Mapping (The \"Binding\" Analysis)**:\n   - Cross-reference the `[Skill Manifest]` section within each Role manifest to find explicit dependencies.\n   - Use `nvfs_resolve` to find implicit semantic links between skills and modules.\n3. **Fragility Analysis**:\n   - Identify \"Single Points of Failure\" (e.g., a single skill that 3+ roles depend on).\n   - Identify \"Orphaned Assets\" (skills or modules with no role binding).\n   - Identify \"Circular Dependencies\" where Role A depends on Skill B, which requires Role A's logic.\n4. **Visual Synthesis**:\n   - Translate the mapped edges into a `create_mindmap` call for a visual structural overview.\n5. **Optimization Report**:\n   - Suggest new skills to bridge gaps or redundant modules to be deprecated."
+}
\ No newline at end of file
diff --git a/skills/floating-ui.json b/skills/floating-ui.json
index 3facc93..7cc0e69 100644
--- a/skills/floating-ui.json
+++ b/skills/floating-ui.json
@@ -9,7 +9,7 @@
     "gui"
   ],
   "category": "ui",
-  "created": "2026-06-22T19:02:49.950Z",
-  "updated": "2026-06-22T19:02:49.950Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: floating-ui\ndescription: How to create, manage, and remove floating UI elements — buttons, collapsible menus, and status panels that persist across page reloads\ntags: [floating, ui, buttons, menu, gui]\ncategory: ui\n---\n## Commands\n\n1. **Create a floating button:**\n   - floating-add btn <id> <label> <command>\n   - Example: floating-add btn files \"📁 Files\" ls\n   - Button appears at bottom-right, persists across reloads\n\n2. **Create a collapsible menu:**\n   - floating-add menu <id> <label> btn:SubLabel|command btn:Sub2|cmd2 ...\n   - Example: floating-add menu tools \"🔧 Tools\" btn:Help|help btn:Clear|clear\n   - Click header to expand/collapse. State persists.\n\n3. **Create a text panel:**\n   - floating-add panel <id> <title> <content>\n   - Example: floating-add panel status \"📊 Status\" \"CPU: 2%\"\n\n4. **Manage elements:**\n   - floating-list — show all elements with IDs and positions\n   - floating-remove <id> — delete by ID\n   - floating-toggle <id> — show/hide without deleting\n   - floating-pos <id> x|auto y|auto — reposition or reset to auto\n   - floating-clear — remove everything\n\n5. **Persistence:**\n   - All elements auto-save to localStorage (webx11_floating_elements)\n   - Survive page reload, browser restart\n   - Run floating-clear to start fresh\n\n## When to use\n- User wants quick-access buttons instead of typing commands\n- User says \"add a button for X\", \"make a shortcut\", \"floating menu\"\n- Creating a dashboard with status panels and action buttons"
 }
\ No newline at end of file
diff --git a/skills/loop-lesson-1783274464602.json b/skills/loop-lesson-1783274464602.json
new file mode 100644
index 0000000..0728445
--- /dev/null
+++ b/skills/loop-lesson-1783274464602.json
@@ -0,0 +1,14 @@
+{
+  "name": "loop-lesson-1783274464602",
+  "description": "Auto-saved loop lesson",
+  "tags": [
+    "auto-improvement",
+    "agent-loop",
+    "auto"
+  ],
+  "category": "system",
+  "created": "2026-07-05T18:01:04.602Z",
+  "updated": "2026-07-05T18:01:04.603Z",
+  "anomalyTypes": "high_token_usage",
+  "content": "---\nname: loop-lesson-1783274464602\ndescription: Auto-saved from agent loop anomaly detection\ntags: [auto-improvement, agent-loop, auto]\ncategory: system\n---\n## Anomalies Detected\n\n[\n  {\n    \"type\": \"high_token_usage\",\n    \"value\": 94008\n  }\n]\n\n## Suggestions\n\nHigh token usage (94K) — consider a minimal-tools profile for simpler tasks\n\n## Context\n- Profile: default\n- Turns: 1\n- Tools used: "
+}
\ No newline at end of file
diff --git a/skills/loop-lesson-1783286927647.json b/skills/loop-lesson-1783286927647.json
new file mode 100644
index 0000000..90a4d52
--- /dev/null
+++ b/skills/loop-lesson-1783286927647.json
@@ -0,0 +1,14 @@
+{
+  "name": "loop-lesson-1783286927647",
+  "description": "Auto-saved loop lesson",
+  "tags": [
+    "auto-improvement",
+    "agent-loop",
+    "auto"
+  ],
+  "category": "system",
+  "created": "2026-07-05T21:28:47.647Z",
+  "updated": "2026-07-05T21:28:47.647Z",
+  "anomalyTypes": "max_turns_near_limit",
+  "content": "---\nname: loop-lesson-1783286927647\ndescription: Auto-saved from agent loop anomaly detection\ntags: [auto-improvement, agent-loop, auto]\ncategory: system\n---\n## Anomalies Detected\n\n[\n  {\n    \"type\": \"max_turns_near_limit\",\n    \"value\": 4,\n    \"max\": 4\n  }\n]\n\n## Suggestions\n\nThis task used 4/4 turns — consider increasing max-turns or splitting the task\n  → Auto-adjusted maxTurns to 6\n\n## Context\n- Profile: minimal\n- Turns: 4\n- Tools used: read_file, list_files, read_file, write_file"
+}
\ No newline at end of file
diff --git a/skills/loop-lesson-1783303515474.json b/skills/loop-lesson-1783303515474.json
new file mode 100644
index 0000000..2d52b20
--- /dev/null
+++ b/skills/loop-lesson-1783303515474.json
@@ -0,0 +1,14 @@
+{
+  "name": "loop-lesson-1783303515474",
+  "description": "Auto-saved loop lesson",
+  "tags": [
+    "auto-improvement",
+    "agent-loop",
+    "auto"
+  ],
+  "category": "system",
+  "created": "2026-07-06T02:05:15.474Z",
+  "updated": "2026-07-06T02:05:15.474Z",
+  "anomalyTypes": "tool_failures",
+  "content": "---\nname: loop-lesson-1783303515474\ndescription: Auto-saved from agent loop anomaly detection\ntags: [auto-improvement, agent-loop, auto]\ncategory: system\n---\n## Anomalies Detected\n\n[\n  {\n    \"type\": \"tool_failures\",\n    \"count\": 3,\n    \"tools\": [\n      \"web_fetch\"\n    ]\n  }\n]\n\n## Suggestions\n\n3 tool failures (web_fetch) — check if modules are loaded or paths correct\n  → Added constraint to profile: avoid web_fetch\n\n## Context\n- Profile: coder\n- Turns: 6\n- Tools used: web_fetch, web_fetch, web_fetch, make_directory, write_file, write_file"
+}
\ No newline at end of file
diff --git a/skills/memory-graph-update.json b/skills/memory-graph-update.json
index b6e1da2..1e009fb 100644
--- a/skills/memory-graph-update.json
+++ b/skills/memory-graph-update.json
@@ -1,13 +1,9 @@
 {
   "name": "memory-graph-update",
-  "description": "",
-  "tags": [
-    "system",
-    "memory",
-    "graph"
-  ],
-  "category": "system",
+  "description": "Manual process for updating the memory graph since direct commands may be restricted.",
+  "tags": [],
+  "category": "general",
   "created": "2026-06-21T14:19:29.741Z",
-  "updated": "2026-06-21T14:19:29.741Z",
+  "updated": "2026-06-24T21:58:03.530Z",
   "content": "---\nname: memory-graph-update\ndescription: Manual process for updating the memory graph since direct commands may be restricted.\n---\n# Memory Graph Update Process\nWhen updating the memory graph, use the `memgraph` utility or the dedicated memory-graph module methods if available. If command-line access is blocked, use the AI context to summarize state changes."
 }
\ No newline at end of file
diff --git a/skills/mindmap-user-guide.json b/skills/mindmap-user-guide.json
index 8c15f3c..0651028 100644
--- a/skills/mindmap-user-guide.json
+++ b/skills/mindmap-user-guide.json
@@ -8,7 +8,7 @@
     "planning"
   ],
   "category": "productivity",
-  "created": "2026-06-22T19:02:49.950Z",
-  "updated": "2026-06-22T19:02:49.950Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: mindmap-user-guide\ndescription: How to create, view, and manage brainstorming mindmaps using the mindmap terminal module\ntags: [mindmap, brainstorming, organization, planning]\ncategory: productivity\n---\n## Steps\n1. **Create a new mindmap:**\n   - mindmap new \"<topic>\" -t tag1,tag2 — creates a root node\n   - Tags are optional (e.g. planning, research, dev)\n   - Root gets auto-assigned a color\n\n2. **Add child nodes:**\n   - mindmap add <parent-id> \"<idea>\" -t tag — add a child\n   - Get the parent-id from mindmap show\n   - IDs are 4-char random strings (e.g. a3f8, x7k2)\n\n3. **View the mindmap:**\n   - mindmap show — full tree with Unicode box-drawing\n   - mindmap show <id> — subtree starting at that node\n\n4. **Edit nodes:**\n   - mindmap rename <id> \"<new text>\" — change text\n   - mindmap color <id> <color> — set color (red/green/yellow/blue/cyan/magenta/white)\n   - mindmap tag <id> <tag> — add a tag\n\n5. **Persistence:**\n   - mindmap save <name> — save to localStorage\n   - mindmap load <name> — restore\n   - mindmap list — show saved mindmaps\n   - mindmap delete <name> — remove saved\n\n6. **Export:**\n   - mindmap export [id] — Markdown bullet list output\n\n## When to use\n- User wants to brainstorm, organize ideas, plan features\n- User says \"map out\", \"diagram\", \"brainstorm\", \"organize thoughts\"\n- Visualizing project structure or task decomposition"
 }
\ No newline at end of file
diff --git a/skills/mindmap-workflow.json b/skills/mindmap-workflow.json
index b9c4690..a7fc877 100644
--- a/skills/mindmap-workflow.json
+++ b/skills/mindmap-workflow.json
@@ -8,7 +8,7 @@
     "organization"
   ],
   "category": "productivity",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: mindmap-workflow\ndescription: How to create, view, edit, and manage brainstorming mindmaps\ntags: [mindmap, brainstorming, planning, organization]\ncategory: productivity\n---\n## Steps\n1. **Create a new mindmap:**\n   - mindmap new \"<topic>\" -t tag1,tag2 — creates a root node\n   - Tags are optional (e.g. planning, research, dev)\n   - Root gets auto-assigned a color from 7-color palette\n\n2. **Add child nodes:**\n   - mindmap add <parent-id> \"<idea>\" -t tag — add a child\n   - Get the parent-id from mindmap show\n   - IDs are 4-char random strings (e.g. a3f8, x7k2)\n\n3. **View:**\n   - mindmap show — full tree with Unicode box-drawing\n   - mindmap show <id> — subtree starting at that node\n\n4. **Edit nodes:**\n   - mindmap rename <id> \"<new text>\" — change text\n   - mindmap color <id> <color> — set color (red/green/yellow/blue/cyan/magenta/white)\n   - mindmap tag <id> <tag> — add a tag\n\n5. **Persistence:**\n   - mindmap save <name> — save to localStorage\n   - mindmap load <name> — restore\n   - mindmap list — show saved mindmaps\n   - mindmap delete <name> — remove saved\n\n6. **Export:**\n   - mindmap export [id] — Markdown bullet list output, auto-copies to clipboard\n\n7. **When to use:**\n   - Map out project structure, brainstorm features, organize ideas\n   - Break down complex tasks into subtrees\n   - User says \"brainstorm\", \"diagram\", \"organize thoughts\", \"plan\""
 }
\ No newline at end of file
diff --git a/skills/mobile-html-system-analyzer.json b/skills/mobile-html-system-analyzer.json
new file mode 100644
index 0000000..9c1d120
--- /dev/null
+++ b/skills/mobile-html-system-analyzer.json
@@ -0,0 +1,15 @@
+{
+  "name": "mobile-html-system-analyzer",
+  "description": "Specialized role for analyzing and documenting systems specifically for mobile-optimized HTML/CSS interfaces (Dark Theme/Black Mode).",
+  "tags": [
+    "mobile-web",
+    "html-css",
+    "system-analysis",
+    "dark-mode",
+    "ux-audit"
+  ],
+  "category": "general",
+  "created": "2026-06-23T13:05:19.465Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: mobile-html-system-analyzer\ndescription: Specialized role for analyzing and documenting systems specifically for mobile-optimized HTML/CSS interfaces (Dark Theme/Black Mode).\ntags: [mobile-web, html-css, system-analysis, dark-mode, ux-audit]\n---\n\n# Mobile HTML System Analyzer Role\n\n## 🎯 Objective\nAnalyze, document, and optimize system interfaces specifically for mobile-web environments, ensuring high performance, accessibility, and a \"Black Mobile\" (high-contrast dark) aesthetic.\n\n## 🛠 Core Competencies\n\n### 1. Mobile-First Analysis\n- **Viewport Optimization**: Analyze how system layouts adapt to various mobile screen sizes (Responsive Design).\n- **Touch Target Audit**: Verify that interactive elements (buttons, links) meet the minimum size requirements for touch interfaces (typically 44x44px).\n- **Performance Profiling**: Assess page load times and interaction latency on mobile network simulations.\n\n### 2. \"Black Mobile\" Aesthetic (Dark Mode)\n- **Contrast Verification**: Ensure text-to-background contrast ratios meet WCAG AA/AAA standards for dark themes.\n- **Color Palette Management**: Implement deep blacks (`#000000`) and dark greys to minimize OLED battery drain and reduce eye strain.\n- **Visual Hierarchy**: Use subtle accents and borders to define structure without breaking the dark aesthetic.\n\n### 3. System Documentation\n- **DOM Mapping**: Document the HTML structure and component hierarchy.\n- **CSS Variable Audit**: Map all theme-related CSS variables (e.g., `--bg-primary`, `--text-main`).\n- **Interaction Flow**: Diagram the user journey from a mobile perspective.\n\n## 📋 Operational Workflow\n\n### Phase 1: Discovery & Extraction\n- Fetch HTML/CSS source code.\n- Inspect the DOM for mobile-specific meta tags (e.g., `viewport`).\n- List all active CSS classes and styles applied to the \"black\" theme.\n\n### Phase 2: Analysis & Audit\n- Compare the current implementation against \"Mobile-First\" best practices.\n- Identify \"light leaks\" (areas where the dark theme is inconsistent).\n- Test responsiveness across simulated breakpoints.\n\n### Phase 3: Documentation & Reporting\n- Generate a **System Map** of the mobile UI.\n- Provide a **Contrast Report** for the dark theme.\n- Suggest specific CSS/HTML optimizations for mobile performance.\n\n## 🚀 Prompting Guide for this Role\nWhen activating this role, use the following triggers:\n- *\"Analyze this system for mobile-web compatibility.\"*\n- *\"Perform a dark-mode audit on the current HTML/CSS.\"*\n- *\"Document the mobile interaction flow for [Feature X].\"*\n- *\"Optimize the CSS for an OLED 'True Black' mobile experience.\"*\n"
+}
\ No newline at end of file
diff --git a/skills/module-audit-and-test.json b/skills/module-audit-and-test.json
index 5dfddcc..3f3ede9 100644
--- a/skills/module-audit-and-test.json
+++ b/skills/module-audit-and-test.json
@@ -1,9 +1,14 @@
 {
   "name": "module-audit-and-test",
-  "description": "",
-  "tags": [],
+  "description": "module-audit-and-test",
+  "tags": [
+    "regression",
+    "testing",
+    "quality-assurance",
+    "modules"
+  ],
   "category": "dev",
   "created": "2026-06-18T00:41:25.711Z",
-  "updated": "2026-06-18T00:41:25.711Z",
-  "content": "---\nname: module-audit-and-test\ndescription: Procedural guide for auditing module source code and performing rigorous testing to ensure stability, security, and performance.\ntags: [modules, audit, testing, quality-assurance, dev]\n---\n\n# Module Audit & Testing Workflow\n\nThis skill provides a standardized approach to auditing existing modules and testing new or modified code within the WebX11 ecosystem.\n\n## 1. Audit Phase (Static Analysis)\nBefore running code, perform a static review of the module source.\n\n### Steps to Audit:\n1. **Retrieve Source**: Use `view_module(name=\"ModuleName\")` to examine the code.\n2. **Security Check**: \n   - Look for unsafe command executions or uncontrolled input handling.\n   - Ensure destructive operations (e.g., `write_file`, `delete_file`) have appropriate guards or confirmations.\n3. **Logic Review**:\n   - Check for edge cases in parameters.\n   - Verify that the module handles errors gracefully (try-catch blocks).\n   - Ensure the module adheres to the expected return formats (JSON, strings, etc.).\n4. **Dependency Check**: Verify that all required helper functions or external APIs are correctly called and exist.\n\n## 2. Testing Phase (Dynamic Analysis)\nOnce the audit is complete, validate the module's behavior in a sandbox environment.\n\n### Testing Strategy:\n- **Happy Path**: Test the most common use case with valid inputs.\n- **Boundary Testing**: Test with empty strings, extremely large inputs, or null values.\n- **Error Path**: Intentionally provide invalid inputs to see if the module returns a helpful error instead of crashing.\n- **Integration Testing**: If the module interacts with other system components (VFS, Web, etc.), verify the end-to-end flow.\n\n### Execution Loop:\n1. **Edit/Modify**: Use `edit_module(name=\"ModuleName\")` to apply fixes.\n2. **Isolated Test**: Use `test_module(name=\"ModuleName\")`. This runs the module in a temporary context without affecting the global state.\n3. **Live Reload**: If tests pass, use `reload_module(name=\"ModuleName\")` to push the changes to the active system.\n\n## 3. Validation Checklist\n- [ ] Does the module perform its intended function?\n- [ ] Does it handle errors without crashing the terminal?\n- [ ] Are there any obvious security vulnerabilities?\n- [ ] Is the code clean and maintainable?\n- [ ] Does it perform efficiently without causing system lag?\n\n## Summary of Commands\n| Action | Command |\n| :--- | :--- |\n| View Source | `view_module(name=\"...\")` |\n| Modify Code | `edit_module(name=\"...\")` |\n| Test Sandbox | `test_module(name=\"...\")` |\n| Deploy | `reload_module(name=\"...\")` |\n| Check Status | `get_module_status()` |\n"
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: module-audit-and-test\ncategory: dev\ntags: [regression, testing, quality-assurance, modules]\n---\n\n# Module Regression & Testing Framework\n\nThis skill provides a formal methodology for ensuring that module modifications do not introduce regressions and that new features meet quality standards.\n\n## 1. Testing Levels\n- **Unit Test**: Isolating a single function within a module using `test_module`.\n- **Integration Test**: Testing the module's interaction with other modules or the VFS.\n- **Regression Test**: Running a set of known \"golden\" inputs and comparing outputs to ensure previous fixes remain active.\n\n## 2. The Regression Workflow\nWhen modifying a module, follow this cycle:\n\n### Phase A: Baselining (Pre-Edit)\n1. **Capture Current State**: Run the module with 3-5 standard inputs and save the output to a file in `/tests/baselines/[module_name]/`.\n2. **Identify Edge Cases**: Document at least one \"failure mode\" (e.g., empty input, oversized payload) that the module currently handles correctly.\n\n### Phase B: Controlled Modification\n1. **Edit**: Use `edit_module` to implement the change.\n2. **Verify**: Use `test_module` to confirm the specific fix/feature works in isolation.\n\n### Phase C: Regression Run (Post-Edit)\n1. **Compare**: Re-run the baseline inputs.\n2. **Diff Analysis**: Compare current output vs. baseline. Any unexpected change is a regression.\n3. **Edge Case Check**: Re-verify the previously identified failure modes.\n\n## 3. VFS Test Registry Structure\nMaintain tests in the following hierarchy:\n- `/tests/baselines/` $\\to$ Expected outputs for stable versions.\n- `/tests/suites/` $\\to$ Scripts or lists of inputs to be run sequentially.\n- `/tests/logs/` $\\to$ Execution history of test runs.\n\n## 4. Failure Protocol\nIf a regression is found:\n1. **Revert**: Use `reload_module` to return to the original state.\n2. **Analyze**: Use `debug-deep-dive` to find the conflict between the new logic and the baseline.\n3. **Refine**: Rewrite the logic to accommodate both the new feature and the baseline requirement.\n"
 }
\ No newline at end of file
diff --git a/skills/module-management.json b/skills/module-management.json
index 0b06845..9a7bfc7 100644
--- a/skills/module-management.json
+++ b/skills/module-management.json
@@ -8,7 +8,7 @@
     "self-improvement"
   ],
   "category": "dev",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.403Z",
+  "updated": "2026-07-06T00:13:29.403Z",
   "content": "---\nname: module-management\ndescription: How to view, edit, test, reload modules and manage startup configuration\ntags: [modules, editing, code, self-improvement]\ncategory: dev\n---\n## Steps\n1. **View module source:**\n   - view_module(name) — fetches original source or reads from _mods/ if edited\n   - Supports all loaded modules: SystemModule, FileSystemModule, SearXNGModule, etc.\n   - Or use modules command for GUI module manager\n\n2. **Edit a module:**\n   - edit_module(name) — copies source to _mods/<name>.js and opens code editor\n   - Editor shows the full source in a textarea\n   - Click \"Save & Test\" to save and auto-load the edited version\n   - Checkpoint before editing: checkpoint mod-edit-<name>\n\n3. **Test and reload:**\n   - test_module(name) — loads edited module from _mods/ for live testing\n   - reload_module(name) — discards edits and reloads from original URL\n   - list_modified_modules — shows all modules with pending edits\n\n4. **Check for updates:**\n   - check_updates — HEAD-requests all loaded module URLs to verify reachability\n\n5. **Manage startup:**\n   - startup-modules — opens the Startup Modules UI to select which modules load\n   - load-local <path> — load a module from VFS or URL without editing\n   - loadmod <url> — alternative: load module from URL\n   - removemod <name> — remove a loaded module\n\n6. **Agent modules (Phase 2):**\n   - module-agent-registry.js — Agent registry with agent-list, agent-register, agent-unregister, agent-status\n   - module-leases.js — Time-bound contracts with 5s watchdog, auto-expiry\n   - module-orchestrator.js — Spawn, delegate, kill, purge with heartbeat monitoring\n\n7. **When to use:**\n   - User reports a bug in a module → view_module, edit_module, test_module\n   - User asks \"can you add X feature?\" → same workflow\n   - Always save edits before testing. If test fails, the original module stays loaded."
 }
\ No newline at end of file
diff --git a/skills/navigating-the-terminal.json b/skills/navigating-the-terminal.json
index c5e2e1e..9ebb26c 100644
--- a/skills/navigating-the-terminal.json
+++ b/skills/navigating-the-terminal.json
@@ -8,7 +8,7 @@
     "filesystem"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.948Z",
-  "updated": "2026-06-22T19:02:49.948Z",
+  "created": "2026-07-06T00:13:29.403Z",
+  "updated": "2026-07-06T00:13:29.403Z",
   "content": "---\nname: navigating-the-terminal\ndescription: How to explore the WebX11 terminal, find commands, check status, and navigate the filesystem\ntags: [terminal, navigation, help, filesystem]\ncategory: system\n---\n## Steps\n1. **Get an overview of available commands:**\n   - Type \"help\" for a full command list sorted by category\n   - Type \"status\" to see filesystem state, loaded modules, Ollama status\n   - For a specific command, use help <command>\n   - Type \"commands\" for a compact list with module source info\n   - Type \"check\" for system health including module requirements\n\n2. **Explore the filesystem:**\n   - Use ls, ll, tree to browse directories\n   - Use cd <dir> to navigate, pwd to show current path\n   - Use cat or edit to view file contents\n   - Use find or grep to search files\n   - Use du to see disk usage\n\n3. **Understand system state:**\n   - mem — memory usage (auto-shown in header on boot)\n   - status — network, files, modules, Ollama\n   - modules — module manager GUI\n   - health-check — VFS size, modules, logs, trash, skills, tool failures\n   - checkpoint-list — VFS checkpoint snapshots\n\n4. **Agent / Orchestration state:**\n   - agent-list — registered agents (type, capabilities, status)\n   - orchestrate — list active orchestrated agents\n   - lease-list — show active leases with TTL\n\n5. **When user asks a vague question:**\n   - First run status and help to understand the current state\n   - Then ask clarifying questions based on what you found"
 }
\ No newline at end of file
diff --git a/skills/navigating-the-terminal.md b/skills/navigating-the-terminal.md
index 8e822be..0d9a152 100644
--- a/skills/navigating-the-terminal.md
+++ b/skills/navigating-the-terminal.md
@@ -6,22 +6,31 @@ category: system
 ---
 ## Steps
 1. **Get an overview of available commands:**
-   - Call get_help() to get a full command list sorted by category
-   - Call get_status() to see filesystem state, loaded modules, Ollama status
-   - For a specific command, use help <command> or check the help map
+   - Type "help" for a full command list sorted by category
+   - Type "status" to see filesystem state, loaded modules, Ollama status
+   - For a specific command, use help <command>
+   - Type "commands" for a compact list with module source info
+   - Type "check" for system health including module requirements
 
 2. **Explore the filesystem:**
-   - Use list_files(path?) to browse directories (omit path for current dir)
-   - Use read_file(path) to view file contents
-   - Use get_current_dir to see your working directory
-   - Use run_command("ls") or run_command("tree") for visual output
+   - Use ls, ll, tree to browse directories
+   - Use cd <dir> to navigate, pwd to show current path
+   - Use cat or edit to view file contents
+   - Use find or grep to search files
+   - Use du to see disk usage
 
 3. **Understand system state:**
-   - run_command("mem") — memory usage
-   - run_command("status") — network, files, modules, Ollama
-   - run_command("modules") — module manager GUI
-   - get_module_status() — loaded modules, URLs, local edits
+   - mem — memory usage (auto-shown in header on boot)
+   - status — network, files, modules, Ollama
+   - modules — module manager GUI
+   - health-check — VFS size, modules, logs, trash, skills, tool failures
+   - checkpoint-list — VFS checkpoint snapshots
 
-4. **When user asks a vague question:**
-   - First call get_status() and get_help() to understand the current state
-   - Then ask clarifying questions based on what you found
\ No newline at end of file
+4. **Agent / Orchestration state:**
+   - agent-list — registered agents (type, capabilities, status)
+   - orchestrate — list active orchestrated agents
+   - lease-list — show active leases with TTL
+
+5. **When user asks a vague question:**
+   - First run status and help to understand the current state
+   - Then ask clarifying questions based on what you found
diff --git a/skills/performance-regression-protocol.json b/skills/performance-regression-protocol.json
new file mode 100644
index 0000000..aec73c3
--- /dev/null
+++ b/skills/performance-regression-protocol.json
@@ -0,0 +1,15 @@
+{
+  "name": "performance-regression-protocol",
+  "description": "Systematic procedure for detecting, measuring, and resolving performance regressions across WebX11 modules and AI workflows",
+  "tags": [
+    "\"performance\"",
+    "\"regression\"",
+    "\"benchmark\"",
+    "\"optimization\"",
+    "\"metrics\""
+  ],
+  "category": "dev",
+  "created": "2026-06-25T00:24:42.730Z",
+  "updated": "2026-07-03T15:14:32.850Z",
+  "content": "---\ndescription: Systematic procedure for detecting, measuring, and resolving performance regressions across WebX11 modules and AI workflows\ncategory: dev\ntags: [\"performance\",\"regression\",\"benchmark\",\"optimization\",\"metrics\"]\nupdated: \"2026-07-03T16:45:00.000Z\"\n---\n\n# Performance Regression Protocol\n\nA data-driven approach to maintaining system performance over time.\n\n## Detection Triggers\n\n- User reports slower responses\n- `get_usage_stats` shows increased latency\n- `get_status` reports memory pressure\n- Module test suite takes >110% of baseline duration\n\n## Measurement Baseline\n\nRecord these metrics before any optimization:\n- Average token latency (per model)\n- Module load time\n- NVFS index build duration\n- Dashboard render time\n- Agent spawn/heartbeat latency\n\n## Regression Checklist\n\n1. **Isolate** — Use `list_modified_modules` to find recent changes\n2. **Benchmark** — Run A/B test with previous version\n3. **Profile** — Check `get_usage_stats(model, since_hours=24)`\n4. **Fix** — Revert or optimize the offending change\n5. **Verify** — Confirm metrics return to baseline\n6. **Document** — Record in `/skills/` and update baseline\n\n## Prevention\n\n- Set performance budgets in module manifests\n- Run regression tests before merging changes\n- Monitor `get_usage_stats` weekly via cron\n- Archive performance baselines in `/archive/baselines/`"
+}
\ No newline at end of file
diff --git a/skills/role-archetype-framework.json b/skills/role-archetype-framework.json
index a721139..0d2355f 100644
--- a/skills/role-archetype-framework.json
+++ b/skills/role-archetype-framework.json
@@ -1,13 +1,9 @@
 {
   "name": "role-archetype-framework",
-  "description": "",
-  "tags": [
-    "agents",
-    "system",
-    "orchestration"
-  ],
-  "category": "system",
+  "description": "Documentation and operational guidelines for the Specialized Archetype Framework (Architect, Operator, Auditor, Synthesizer).",
+  "tags": [],
+  "category": "general",
   "created": "2026-06-22T08:29:46.161Z",
-  "updated": "2026-06-22T08:29:46.161Z",
+  "updated": "2026-06-24T21:58:03.530Z",
   "content": "---\nname: role-archetype-framework\ndescription: Documentation and operational guidelines for the Specialized Archetype Framework (Architect, Operator, Auditor, Synthesizer).\ntags: agents, system-design, orchestration\n---\n\n# Specialized Archetype Framework\n\n## Overview\nThe system has transitioned from generic \"developer\" agents to a specialized persona-based framework. This optimizes task delegation by aligning specific capabilities with distinct roles.\n\n## The Archetypes\n\n### 🏛️ Architect\n- **Focus:** High-level design, VFS planning, and strategic structuring.\n- **Ideal Tasks:** Mapping project architectures, designing folder hierarchies, and conceptualizing logic flows.\n- **Primary Tools:** `create_mindmap`, `list_files`, `make_directory`.\n\n### ⚙️ Operator\n- **Focus:** Execution, tool orchestration, and external interaction.\n- **Ideal Tasks:** Web scraping, executing terminal commands, installing WPM packages, and API interactions.\n- **Primary Tools:** `run_command`, `web_fetch`, `wpm_install`.\n\n### 🛡️ Auditor\n- **Focus:** Quality Assurance, Security, and Critical Analysis.\n- **Ideal Tasks:** Code reviews, system health audits, identifying vulnerabilities, and verifying logic correctness.\n- **Primary Tools:** `run_command` (read-only), `read_file`, `get_status`.\n\n### ✍️ Synthesizer\n- **Focus:** Knowledge Management, Documentation, and Reporting.\n- **Ideal Tasks:** Converting session logs into skills, summarizing complex data, and updating user profiles.\n- **Primary Tools:** `create_skill`, `write_file`, `user_set`.\n\n## Workflow Integration\nWhen delegating tasks, use the following logic:\n1. **Plan** with the `architect`.\n2. **Execute** with the `operator`.\n3. **Verify** with the `auditor`.\n4. **Document** with the `synthesizer`.\n"
 }
\ No newline at end of file
diff --git a/skills/role-research-analyst.json b/skills/role-research-analyst.json
new file mode 100644
index 0000000..e3bde2f
--- /dev/null
+++ b/skills/role-research-analyst.json
@@ -0,0 +1,15 @@
+{
+  "name": "role-research-analyst",
+  "description": "Blueprint for a Research Analyst that gathers, evaluates, and synthesizes external information for WebX11 tasks.",
+  "tags": [
+    "roles",
+    "agents",
+    "research",
+    "web",
+    "analysis"
+  ],
+  "category": "system",
+  "created": "2026-06-24T21:57:32.323Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: role-research-analyst\ndescription: Blueprint for a Research Analyst that gathers, evaluates, and synthesizes external information for WebX11 tasks.\ncategory: system\ntags: [roles, agents, research, web, analysis]\n---\n\n# 🔍 Role: Research Analyst\n\n## Focus\nGather, evaluate, and synthesize external information from the web and local knowledge sources to support decisions and implementations.\n\n## Ideal Tasks\n- Research APIs, libraries, and best practices.\n- Investigate error messages, CVEs, or framework changes.\n- Compare tools or approaches for a given problem.\n- Collect references and authoritative sources.\n- Summarize findings into actionable recommendations.\n\n## Primary Tools\n- `web_search`, `web_fetch`\n- `read_file`, `list_files`, `nvfs_resolve`\n- `create_skill`, `write_file`\n- `vaultmind_query` (market/AI chat) when relevant\n\n## Behavioral Rules\n- Prefer primary sources (official docs, repos, specs) over secondhand summaries.\n- Cross-check claims with at least two sources when accuracy matters.\n- Cite URLs and capture the date retrieved.\n- Distinguish fact from opinion; note uncertainty levels.\n- Keep raw notes separate from final synthesis.\n\n## Delegation Phrase\n> “Research this topic / error / alternative.”\n\n## Hand-off\nPass concise summary and citations to the **Synthesizer** or **Architect**."
+}
\ No newline at end of file
diff --git a/skills/role-security-auditor.json b/skills/role-security-auditor.json
new file mode 100644
index 0000000..c93f3af
--- /dev/null
+++ b/skills/role-security-auditor.json
@@ -0,0 +1,15 @@
+{
+  "name": "role-security-auditor",
+  "description": "Blueprint for a Security Auditor focused on code review, configuration safety, and vulnerability analysis in WebX11.",
+  "tags": [
+    "roles",
+    "agents",
+    "security",
+    "audit",
+    "safety"
+  ],
+  "category": "system",
+  "created": "2026-06-24T21:57:32.314Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: role-security-auditor\ndescription: Blueprint for a Security Auditor focused on code review, configuration safety, and vulnerability analysis in WebX11.\ncategory: system\ntags: [roles, agents, security, audit, safety]\n---\n\n# 🛡️ Role: Security Auditor\n\n## Focus\nIdentify vulnerabilities, misconfigurations, and unsafe patterns across code, modules, skills, secrets, and user workflows.\n\n## Ideal Tasks\n- Review module source for injection, escalation, or leakage risks.\n- Audit `secret-vault` usage and secret handling.\n- Inspect file permissions, `run_command` usage, and `write_file` safety.\n- Validate input sanitization in web-facing commands.\n- Assess agent capability grants and lease boundaries.\n\n## Primary Tools\n- `view_module`, `read_file`, `list_files`\n- `get_status`, `check_updates`\n- `run_command` (read-only / safe commands only)\n- `list_agents`, `list_modified_modules`\n\n## Behavioral Rules\n- Never execute potentially destructive commands to “prove” a vulnerability; inspect statically.\n- Flag unsafe patterns such as unsanitized `eval`, raw HTML insertion, missing command confirmation, or over-broad agent capabilities.\n- Verify that destructive tools (`write_file`, `delete_file`, `run_command`, `edit_module`) are gated by confirmation.\n- Check that secrets are not logged or returned in AI outputs.\n- Produce concrete, prioritized findings with remediation steps.\n\n## Delegation Phrase\n> “Audit this for security / safety issues.”\n\n## Hand-off\nShare findings with the **Synthesizer** to convert into a skill or runbook."
+}
\ No newline at end of file
diff --git a/skills/security-and-safety.json b/skills/security-and-safety.json
index ff0c195..3c8ddc4 100644
--- a/skills/security-and-safety.json
+++ b/skills/security-and-safety.json
@@ -8,7 +8,7 @@
     "permissions"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.950Z",
-  "updated": "2026-06-22T19:02:49.950Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: security-and-safety\ndescription: How to use WebX11 security levels, command blocking, and safety features\ntags: [security, safety, blocking, permissions]\ncategory: system\n---\n## Steps\n1. **Security levels:**\n   - security-level <0-3> — set security level:\n     0 = Permissive (no blocks, no confirms — anything runs)\n     1 = Standard (unknown cmds → AI route, destructive → confirm, system → block)\n     2 = Paranoid (unknown cmds blocked entirely, destructive blocked)\n     3 = Audit (everything allowed, everything logged)\n   - Default: level 1\n   - security — show current level, blocked count, and stats\n\n2. **Command control:**\n   - cmd-allow <cmd> — whitelist a command from security checks\n   - cmd-deny <cmd> — blacklist/block a command entirely\n   - whitelist built-in: help, clear, ls, cat, pwd, whoami, df, free, top, ps, echo, date, env, history\n\n3. **What gets blocked at each level:**\n   - Unknown commands: Level 1 → AI routed, Level 2+ → blocked\n   - Destructive commands (delete, write, save, format, etc.): Level 1 → confirmation, Level 2+ → blocked\n   - System commands (reboot, shutdown, format, kill): Level 1+ → blocked\n   - Suspicious flags (--execute, --eval, --shell): Level 1+ → blocked\n\n4. **Safety checklist:**\n   - Check security: security shows your current level\n   - Before running risky commands: create a checkpoint first\n   - For temporary relax: security-level 0, then restore to 1\n   - For total lockdown before leaving: security-level 2\n\n5. **When to use:**\n   - User wants to lock down the terminal → security-level 2\n   - User wants to allow a blocked command → cmd-allow <cmd>\n   - Debugging strange behavior → verify security-level (user may have set it higher)"
 }
\ No newline at end of file
diff --git a/skills/semantic-dependency-audit.json b/skills/semantic-dependency-audit.json
new file mode 100644
index 0000000..83c1f8f
--- /dev/null
+++ b/skills/semantic-dependency-audit.json
@@ -0,0 +1,15 @@
+{
+  "name": "semantic-dependency-audit",
+  "description": "How to audit semantic dependencies across VFS, modules, skills, and agents using the Neural VFS index to detect architectural fragility",
+  "tags": [
+    "\"nvfs\"",
+    "\"audit\"",
+    "\"architecture\"",
+    "\"dependencies\"",
+    "\"semantic-index\""
+  ],
+  "category": "dev",
+  "created": "2026-06-25T00:24:42.740Z",
+  "updated": "2026-07-03T15:14:32.867Z",
+  "content": "---\ndescription: How to audit semantic dependencies across VFS, modules, skills, and agents using the Neural VFS index to detect architectural fragility\ncategory: dev\ntags: [\"nvfs\",\"audit\",\"architecture\",\"dependencies\",\"semantic-index\"]\nupdated: \"2026-07-03T16:45:00.000Z\"\n---\n\n# Semantic Dependency Audit\n\nMap and verify semantic links across the WebX11 system to prevent silent failures.\n\n## Audit Scope\n\n- **VFS → Skills** — Are skills referenced by files still valid?\n- **Skills → Modules** — Do skills reference existing module commands?\n- **Agents → Capabilities** — Are agent capabilities backed by loaded modules?\n- **Modules → URLs** — Are module sources reachable? (`check_updates`)\n\n## Commands\n\n```\n# Build semantic index (run monthly or after major changes)\nnvfs_resolve --reindex\n\n# Query dependencies\nnvfs_resolve \"skill dependencies\"\nnvfs_resolve \"module integrity\"\nnvfs_resolve \"agent capabilities\"\n```\n\n## Fragility Indicators\n\n- Orphan skills (not referenced by any file)\n- Dead module URLs (404 or timeout)\n- Agents with capabilities for unloaded modules\n- Circular dependency chains in `/agents/` scripts\n\n## Remediation\n\n1. **Orphans** — Move to `/.trash/` or document as intentional\n2. **Dead URLs** — Reload from alternate source or deprecate\n3. **Capability gaps** — Grant agent missing capabilities or remove task\n4. **Circular deps** — Refactor into shared utility module"
+}
\ No newline at end of file
diff --git a/skills/skills-system-guide.json b/skills/skills-system-guide.json
index 3592229..8f04c77 100644
--- a/skills/skills-system-guide.json
+++ b/skills/skills-system-guide.json
@@ -7,7 +7,7 @@
     "meta"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: skills-system-guide\ndescription: How to use the skills system: load, create, patch, list, and audit skills for persistent procedural memory\ntags: [skills, system, meta]\ncategory: system\n---\n## Steps\n1. **Always load skills at task start:**\n   - At the START of every task, type or call \"skill-view <name>\" or \"skill-list\"\n   - Example: skill-view \"module-management\" — returns matching skill content\n   - Example: skill-list system — browse skills by category\n\n2. **Create skills after complex tasks:**\n   - After any task with 3+ tool calls, call \"skill-create\"\n   - Required fields: name (kebab-case), description, content (markdown with YAML frontmatter)\n   - Optional: tags (comma-separated), category (e.g. research, system, dev)\n   - Skills persist in /skills/ as .md files with /skills/index.json for fast lookup\n   - Skill pack auto-seeds 8 core skills on first boot\n\n3. **Patch skills when they're outdated:**\n   - If a stored procedure has wrong steps, call \"skill-patch <name>\"\n   - This replaces the entire skill content and updates the index\n   - Do NOT create a duplicate — always patch the existing skill\n\n4. **Auto-created error skills:**\n   - If the same tool fails 3+ times, a workaround skill is created automatically\n   - Named tool-<name>-workaround (e.g. tool-write_file-workaround)\n\n5. **Audit and maintenance:**\n   - skill-list <category?> — browse available skills, optionally filter\n   - skill-export <name> — download a skill as markdown\n   - skill-import <json> — bulk import skills\n   - skill-sync — re-index skills from /skills/ directory\n   - Skills are audited every 20 messages for staleness (empty content, >30 days old)\n\n6. **YAML frontmatter format:**\n   - Each skill file must start with: ---\\nname: <name>\\ndescription: <text>\\ntags: [...]\\ncategory: <cat>\\n---\\n\n   - Steps follow under ## Steps heading\n   - Use numbered lists for sequential steps"
 }
\ No newline at end of file
diff --git a/skills/smart-context-management.json b/skills/smart-context-management.json
new file mode 100644
index 0000000..fbd6440
--- /dev/null
+++ b/skills/smart-context-management.json
@@ -0,0 +1,14 @@
+{
+  "name": "smart-context-management",
+  "description": "Guide for managing and utilizing AI context profiles via the SmartContextModule to optimize behavior for specific tasks.",
+  "tags": [
+    "system",
+    "context",
+    "optimization",
+    "workflow"
+  ],
+  "category": "general",
+  "created": "2026-06-23T11:29:23.335Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: smart-context-management\ndescription: Guide for managing and utilizing AI context profiles via the SmartContextModule to optimize behavior for specific tasks.\ntags: [system, context, optimization, workflow]\n---\n\n# Smart Context Management\n\nThe `SmartContextModule` allows the AI to switch between pre-defined behavior profiles (temperature, style, and system prompts) to match the task at hand.\n\n## 📋 Available Standard Profiles\n- `chat`: General purpose, balanced, conversational.\n- `coding`: Focused on syntax, logic, and efficiency.\n- `debug`: Analytical, forensic, focused on root-cause analysis.\n- `technical`: High-density information, precise, documentation-style.\n- `creative`: Higher temperature, imaginative, fluid.\n\n## 🛠️ Custom Archetypes (Manual)\nBeyond the built-in profiles, the system can adopt \"Custom Archetypes\" through natural language instruction:\n- **Architect**: Focuses on system design, scalability, and modularity.\n- **Rapid-Prototype**: Prioritizes speed and execution over perfection.\n- **Chaos-Monkey**: Adversarial testing and stress-testing logic.\n- **Deep-Debug**: Extreme verbosity and assumption-checking.\n\n## 🚀 Workflow Integration\n1. **Analysis**: Identify the nature of the task (e.g., \"I need to build a new VFS layer\").\n2. **Selection**: Select the matching context (e.g., `architect`).\n3. **Activation**: Use `smart_context_set(name=\"profile_name\")` or natural language request.\n4. **Validation**: Verify the response style aligns with the profile objectives.\n5. **Reset**: Return to `chat` or `technical` once the specialized task is complete.\n\n## ⚠️ Best Practices\n- Avoid staying in `debug` or `coding` for general conversation to prevent overly rigid responses.\n- Use `architect` before writing large amounts of code to ensure the structure is sound.\n- Combine `chaos-monkey` with `deep-debug` for comprehensive system hardening.\n"
+}
\ No newline at end of file
diff --git a/skills/suggestion-engine.json b/skills/suggestion-engine.json
index e3a06f8..da4ffb4 100644
--- a/skills/suggestion-engine.json
+++ b/skills/suggestion-engine.json
@@ -1,9 +1,14 @@
 {
   "name": "suggestion-engine",
-  "description": "",
-  "tags": [],
-  "category": "system",
+  "description": "A systematic process for recording, analyzing, and implementing user suggestions for system improvement.",
+  "tags": [
+    "optimization",
+    "feedback",
+    "roadmap",
+    "dev"
+  ],
+  "category": "general",
   "created": "2026-06-18T01:22:19.666Z",
-  "updated": "2026-06-18T01:22:19.666Z",
+  "updated": "2026-06-24T21:58:03.530Z",
   "content": "---\nname: suggestion-engine\ndescription: A systematic process for recording, analyzing, and implementing user suggestions for system improvement.\ntags: [optimization, feedback, roadmap, dev]\n---\n\n# Suggestion Engine Workflow\n\nThis skill provides a structured framework to ensure user ideas are not lost and are implemented with architectural integrity.\n\n## 📋 1. Recording Process\nEvery suggestion must be logged into the `suggestion_log.json` with the following schema:\n- **ID**: Unique incremental ID.\n- **Timestamp**: ISO date.\n- **Category**: (UI/UX, Performance, Security, Feature, Logic).\n- **Description**: Detailed user request.\n- **Status**: `proposed` | `analyzing` | `implementing` | `completed` | `rejected`.\n- **Priority**: `low` | `medium` | `high` | `critical`.\n\n## ⚙️ 2. Analysis Framework\nBefore implementing a suggestion, the AI must perform a \"Impact Analysis\":\n1. **Dependency Check**: Which modules are affected?\n2. **Security Audit**: Does this introduce a new attack vector?\n3. **Performance Cost**: Will this increase latency or memory bloat?\n4. **UI Consistency**: Does this align with the existing design language?\n\n## 🚀 3. Implementation Cycle\n1. **Propose**: Define the technical approach.\n2. **Draft**: Modify the module code (using `edit_module`).\n3. **Test**: Run `test_module` to verify correctness.\n4. **Verify**: User confirmation of the improvement.\n5. **Archive**: Update status to `completed` and document the change.\n\n## 🛠️ Commands Reference\n- `suggestion-log` -> List all current suggestions.\n- `suggestion-add [text]` -> Append new idea to log.\n- `suggestion-promote [id]` -> Move from proposed to analyzing.\n"
 }
\ No newline at end of file
diff --git a/skills/system-audit.json b/skills/system-audit.json
new file mode 100644
index 0000000..b07e5ff
--- /dev/null
+++ b/skills/system-audit.json
@@ -0,0 +1,14 @@
+{
+  "name": "system-audit",
+  "description": "Comprehensive procedure for analyzing VFS health, module dependencies, and system configuration state.",
+  "tags": [
+    "audit",
+    "system",
+    "structure",
+    "verification"
+  ],
+  "category": "system",
+  "created": "2026-06-23T12:15:26.571Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: system-audit\ndescription: Comprehensive procedure for analyzing VFS health, module dependencies, and system configuration state.\ntags: [audit, system, structure, verification]\ncategory: system\n---\n## Steps\n1. **VFS Snapshot:**\n   - Run `get_status` to check overall FS health, module load count, and memory usage.\n   - Use `list_files` recursively on critical directories (`/`, `/_mods/`, `/_contexts/`, `/skills/`) to map the current landscape.\n\n2. **Module Verification:**\n   - Execute `list_available_modules` to verify core vs extension distribution.\n   - Use `get_module_status` to identify modified modules that may require synchronization or updates.\n   - For critical path modules, use `view_module` to inspect logic for bottlenecks or security flaws.\n\n3. **Context & Skill Alignment:**\n   - Check `/_contexts/` to ensure role manifests align with the actual skills available via `list_skills`.\n   - Identify \"Skill Gaps\" (Roles requiring skills that do not yet exist in the `/skills/` directory).\n\n4. **Dependency Mapping:**\n   - Use `nvfs_resolve` with concepts like \"security\", \"memory\", or \"network\" to see how semantic links are structured.\n   - Cross-reference `session_recent` to ensure current architectural changes align with the project trajectory.\n\n5. **Reporting:**\n   - Synthesize findings into a \"System State Report\" highlighting:\n     - **Integrity:** (Are files where they should be?)\n     - **Consistency:** (Do roles match skills?)\n     - **Risks:** (Are there modified modules without tests?)\n"
+}
\ No newline at end of file
diff --git a/skills/system-maintenance.json b/skills/system-maintenance.json
index 85f4709..a03bdb1 100644
--- a/skills/system-maintenance.json
+++ b/skills/system-maintenance.json
@@ -9,7 +9,7 @@
     "config"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.403Z",
+  "updated": "2026-07-06T00:13:29.403Z",
   "content": "---\nname: system-maintenance\ndescription: How to reset, troubleshoot, and maintain the WebX11 terminal\ntags: [system, maintenance, reset, troubleshoot, config]\ncategory: system\n---\n## Steps\n1. **Factory reset (wipes everything):**\n   - factory-reset --confirm — clears all webx11_ localStorage keys, resets VFS, reloads\n   - Use only when the system is in an unrecoverable state\n\n2. **Soft VFS reset:**\n   - reset-vfs --confirm — clears only the filesystem, preserves settings/profile/modules\n\n3. **Config management:**\n   - config-list — show all config keys and values\n   - config-set <key> <value> — set a config value\n   - config-delete <key> — remove a config key\n   - config-export — dump all config as JSON\n   - config-reset — restore defaults (use before factory-reset if you want to save data)\n\n4. **Security level:**\n   - security-level <0-3> — set security level (0=Permissive, 1=Standard, 2=Paranoid, 3=Audit)\n   - security — show current security level, blocked count, and stats\n   - cmd-allow <cmd> — whitelist a command from security checks\n   - cmd-deny <cmd> — blacklist a command\n\n5. **Health checks (run automatically after complex tasks):**\n   - Check module loading status: loaded vs total\n   - Check for pending module edits\n   - Check memory usage (high if >100MB)\n   - Check skill count (0 skills after 2+ tool calls → suggest create_skill)\n   - health-check — full audit: VFS size, modules, logs, trash, skills, tool failures\n\n6. **Font size and display:**\n   - font-size <8-32> — set terminal font size, persists across sessions\n   - setfont — alias for font-size\n\n7. **Checkpoints:**\n   - checkpoint [name] — snapshot current VFS state\n   - checkpoint-list — list all checkpoints\n   - rollback <name> — restore from checkpoint\n\n8. **When to use:**\n   - System is slow or modules fail to load → check check_updates, mem\n   - User says \"reset everything\" → factory-reset --confirm\n   - User says \"clear my files but keep settings\" → reset-vfs --confirm\n   - User reports security concerns → security-level or cmd-allow/cmd-deny"
 }
\ No newline at end of file
diff --git a/skills/vfs-optimizer.json b/skills/vfs-optimizer.json
new file mode 100644
index 0000000..f7fe326
--- /dev/null
+++ b/skills/vfs-optimizer.json
@@ -0,0 +1,14 @@
+{
+  "name": "vfs-optimizer",
+  "description": "Procedural guide for optimizing VFS structure, pruning redundant data, and maintaining NVFS index health.",
+  "tags": [
+    "vfs",
+    "optimization",
+    "pruning",
+    "index"
+  ],
+  "category": "system",
+  "created": "2026-06-23T12:25:39.892Z",
+  "updated": "2026-06-24T21:58:03.530Z",
+  "content": "---\nname: vfs-optimizer\ndescription: Procedural guide for optimizing VFS structure, pruning redundant data, and maintaining NVFS index health.\ntags: [vfs, optimization, pruning, index]\ncategory: system\n---\n## Steps\n1. **Structural Audit:**\n   - Run `list_files` recursively to identify deep nesting or redundant directory layers.\n   - Check for \"orphaned\" files (files without corresponding manifests or role-links).\n\n2. **Redundancy Pruning:**\n   - Identify duplicate logs or temporary files (`.tmp`, `.bak`, `old_...`).\n   - Use `delete_file` to remove non-essential data that degrades semantic search precision.\n\n3. **NVFS Index Optimization:**\n   - Run `nvfs-index` to refresh the semantic vector mapping of the current VFS state.\n   - Verify retrieval quality using `nvfs-resolve` on core architectural concepts.\n\n4. **Hierarchy Alignment:**\n   - Move files into categorized directories (e.g., `/_configs/`, `/_logs/`, `/_assets/`) to reduce root-level noise.\n   - Ensure the `/_contexts/` and `/skills/` directories remain the primary anchors for identity and procedure.\n\n5. **Validation:**\n   - Perform a final `get_status` to ensure system stability after structural changes.\n"
+}
\ No newline at end of file
diff --git a/skills/web-search-and-fetch.json b/skills/web-search-and-fetch.json
index 8f2bc67..49c4dd5 100644
--- a/skills/web-search-and-fetch.json
+++ b/skills/web-search-and-fetch.json
@@ -9,7 +9,7 @@
     "api"
   ],
   "category": "research",
-  "created": "2026-06-22T19:02:49.949Z",
-  "updated": "2026-06-22T19:02:49.949Z",
+  "created": "2026-07-06T00:13:29.403Z",
+  "updated": "2026-07-06T00:13:29.403Z",
   "content": "---\nname: web-search-and-fetch\ndescription: How to search the web and fetch URL content using the WebX11 proxy API\ntags: [search, fetch, web, proxy, api]\ncategory: research\n---\n## Steps\n1. **Search the web:**\n   - Use search <query> or web_search(query) — uses /api/search which queries SearXNG + DDG fallback\n   - Results include: title, url, content snippet, source engine\n   - Always available (same-origin, no CORS issues)\n   - 5-minute server-side cache for repeated queries\n   - Alternative: use ddg or duck <query> for DuckDuckGo direct, or s <query> as alias\n\n2. **Fetch URL content:**\n   - Use fetch <url> or web_fetch(url) — uses /api/extract which strips HTML, extracts clean text\n   - Returns: title, content (up to 4000 chars), word_count, extraction method\n   - SSRF protection blocks internal network addresses\n   - 15-minute server-side cache\n\n3. **Search flags (via terminal search command):**\n   - search <query> --summarize — adds AI-generated overview via Ollama\n   - search <query> --fetch — fetches content snippets for top 3 results\n\n4. **When to use:**\n   - User asks about current events, facts, research → use search <query>\n   - User says \"read this article\" or provides a URL → use fetch <url>\n   - For in-depth analysis: search first, then fetch top results"
 }
\ No newline at end of file
diff --git a/skills/webdav-operations.json b/skills/webdav-operations.json
index 16d066f..8fb9822 100644
--- a/skills/webdav-operations.json
+++ b/skills/webdav-operations.json
@@ -9,7 +9,7 @@
     "storage"
   ],
   "category": "system",
-  "created": "2026-06-22T19:02:49.950Z",
-  "updated": "2026-06-22T19:02:49.950Z",
+  "created": "2026-07-06T00:13:29.404Z",
+  "updated": "2026-07-06T00:13:29.404Z",
   "content": "---\nname: webdav-operations\ndescription: How to use WebDAV cloud storage for backup, file sync, and remote file access\ntags: [webdav, cloud, backup, sync, storage]\ncategory: system\n---\n## Steps\n1. **Configuration:**\n   - webdav-config — configure WebDAV endpoint URL and credentials\n   - Connection auto-tested on config; webdav-status shows connection health\n   - Uses per-user token stored in .token file on the server side\n\n2. **File operations:**\n   - webdav-ls [path] — list remote directory contents\n   - webdav-push <local-path> <remote-path> — upload file to WebDAV\n   - webdav-pull <remote-path> [local-path] — download file from WebDAV\n   - webdav-explorer — GUI file browser for WebDAV\n   - webdav-browser — CLI file browser for WebDAV\n\n3. **Backup & Restore:**\n   - webdav-backup — push full VFS snapshot to WebDAV (creates /backups/newos4-<date>.json)\n   - webdav-backup-list — list all remote backup snapshots\n   - webdav-restore <filename> — restore VFS from a remote backup snapshot\n\n4. **Status & Diagnostics:**\n   - webdav-status — connection status, last sync, space information\n   - If uploads fail: check webdav-config, ensure .token file is valid\n   - WebDAV runs on the same server (nginx with WebDAV module), no external dependency\n\n5. **When to use:**\n   - Before factory-reset: webdav-backup to store VFS remotely\n   - Cross-browser: webdav-push/pull to move files between instances\n   - User says \"cloud backup\" or \"remote save\" → webdav-backup"
 }
\ No newline at end of file
-- 
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