human_ai_local

Reconcile active docs versus historical docs in this repo. Use for docs cleanup, moving superseded files into docs/archive, fixing stale links, simplifying docs/README, and keeping current documentation aligned with README.md and phase3.md.

Turn the memory and personality roadmap into concrete implementation slices. Use for planning phased work from docs/memory_personality_roadmap.md and docs/memory_personality_architecture.md, defining sequence, boundaries, tests, and migration steps for memory, retrieval, self-model, and response-policy changes.

Audit a phase plan, roadmap, or checklist against the actual repository. Use for examining whether phase docs were really implemented, mapping claims to code/tests, identifying drift between docs and runtime, and recommending precise follow-up fixes.