- add external retrieval and confirmation-gated writeback tools across MCP surfaces
- port direct-search-first retrieval support and supporting ranking/query updates
- update MCP docs and skills to treat agent memory files as optional reinforcement
Generated with Claude Code
- Switch rah_search_nodes and rah_search_content from LIKE to FTS5 with word-split LIKE fallback
- Rebuild nodes_fts and chunks_fts indexes on server startup
- Cap chunk field at 10K chars in rah_get_nodes (adds chunk_truncated, chunk_length)
- Multi-word queries now work ("Tesla manufacturing" finds both words anywhere)
- Relevance-ranked results when FTS available
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
All 3 doc files now describe the propose-a-node pattern, guide system,
and updated orientation flow.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Adds full guide system to MCP standalone server. System guides (schema,
creating-nodes, edges, dimensions, extract) are bundled and immutable.
Users can create up to 10 custom guides via rah_write_guide. Syncs guide
infrastructure from main repo to OS repo app code.
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
All 3 doc files now list all 12 tools including rah_get_context and
rah_update_edge. Fixed local dev path (was stdio-server.js, now index.js).
Added "What to Expect" sections explaining proactive behavior.
Removed "run app first" requirement since DB auto-creates.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Added apps/mcp-server-standalone/ with direct SQLite access
- Works without RA-OS app running
- Install via: npx ra-h-mcp-server
- Updated docs/8_mcp.md with setup instructions
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
“BeeRad”