Self-improving memory for Claude Code. Observes hooks (tool use, edits, errors, guard blocks), distills recurring patterns into durable rules, and surfaces relevant approved lessons before each task. No LLM in the loop, no self-report, purely behavioral. Local SQLite, zero dependencies, no telemetry.