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+# 2026-03-02 Session Notes
+
+## Documentation Audit & Update Plan for signetai
+
+Nicholai provided a comprehensive plan to bring documentation in sync with the active signetai codebase (v0.14.5). Prior audit work identified ~40K lines of existing docs that lag behind implementation by ~25 new API endpoints, several new packages, new pipeline stages, and configuration options.
+
+The plan prescribes a 5-agent parallel strategy to audit source code and update documentation without blocking:
+
+- **Agent A** (Core Infrastructure): CLAUDE.md endpoint/package tables, docs/API.md, docs/ARCHITECTURE.md
+- **Agent B** (Pipeline & Config): docs/PIPELINE.md, docs/CONFIGURATION.md with new stages and config keys
+- **Agent C** (Features): docs/MCP.md, docs/SCHEDULING.md, docs/CONNECTORS.md expansion
+- **Agent D** (Surface): docs/SDK.md, docs/HARNESSES.md, docs/TRAY.md, docs/DASHBOARD.md
+- **Agent E** (Release): docs/CONTRIBUTING.md, root CONTRIBUTING.md, release workflow docs
+
+Key gap areas: ~25 missing API endpoints (checkpoints, features, telemetry, analytics, repair actions), 5 missing packages (opencode-plugin, tray, predictor, harness, signet-memory-openclaw), 6 missing pipeline stages, thin/incomplete feature documentation.
+
+All changes confined to `docs/` and `CLAUDE.md`. Verification via grep and typecheck planned.
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