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v2.0.0 — capture → distill → recall

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@anthroos anthroos released this 19 Sep 02:01

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