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OpenExp v2
Complete architecture rework after the 8-month Q-learning experiment (removed — mean Q-value 0.006 across 27k memories; see README «Not a Q-learning memory system»).
Three layers
- Capture — byte-exact raw session archive (SessionEnd hook), permanent source of truth
- Distill — versioned, re-runnable: decision extraction + transcript ingest into Qdrant; nightly launchd pickup
- Recall — hybrid retrieval (semantic + BM25 + recency + importance), SessionStart top-N + per-message context hooks
Also
- Prediction → outcome journal (pure log, corpus for the experience-pack thesis)
- Daily/weekly/monthly retrospectives via launchd
- Experience packs: facts-only schema v3, anonymized trajectories, MCP prediction tools
- Pack catalog: CATALOG.md (5 published packs)
- MCP server: search_memory, add_memory, log_prediction, log_outcome, memory_stats