- Deep extraction every 5 turns: reads last 5 exchanges for debugging
insights, workarounds, architectural patterns, and operational knowledge
- Single-turn extraction on every other turn (cheap, corrections/prefs only)
- State tracking per session: turn counter, content hashes for dedup
- Writes to both memory API/SQLite AND auto-memory markdown files
- Expanded judge prompt: now catches debugging (error→cause→fix),
workarounds, and operational knowledge — not just corrections/facts
- Auto-cleanup of state files older than 24 hours
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