oc-memory

Converts episodic memory (corrections, lessons) into procedural memory (behavioral rules) by synthesizing them via LLM and injecting into SOUL.md or CLAUDE.md. This is the "learning loop" — past mistakes become standing rules.

Prepopulate agent context with high-salience oc-memory cells by auto-generating a Memory Digest section in MEMORY.md or CLAUDE.md. Use when setting up oc-memory for the first time, wiring memory into a new agent workspace, or when the agent should have top memories pre-loaded at session start without running manual searches.

Search and retrieve memories from oc-memory (SQLite/FTS5) and markdown memory files. Use when the user asks about prior work, decisions, past conversations, people, preferences, dates, todos, or any question that requires recalling stored context. Also triggers on single-word or short-phrase lookups that imply "what do you know about X."