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**Implementation Plan:** `.hermes/plans/2026-06-02_phase3-cognitive-os.md`
+### Phase 4 — Agent Safety Security Layer ✅ RELEASED
+
+**Goal:** Three layered protections preventing AI misbehavior — proactive guardrails, confidence-based escalation, and sandboxed execution preview.
+
+**Built:**
+- ✅ **Guardrail Layer** — Pre-execution policy engine (8 rules) intercepts AI tool calls matching dangerous patterns (`rm -rf`, `curl|bash`, `chmod 777`, `eval`, mass-delete, sensitive metadata deletion, external downloads, env overwrites). Each rule has `deny` or `warn` severity. Policy stored in localStorage, editable via `guardrail-add` / `guardrail-remove`.
+- ✅ **Confidence Escalation** — AI must declare `Confidence: N%` in its reasoning before executing destructive actions. Below 90% → manual approval required. No confidence declared → manual approval required by default.
+- ✅ **Shadow VFS** — `shadow <command>` snapshots the entire VFS state, runs the command, then diffs all filesystem changes (created/modified/deleted). User can `shadow-commit` or `shadow-rollback`. AI's `run_command` tool auto-snapshots and appends a shadow diff to every result.
+
---
## 6. Failure Modes & Risk Mitigation