Persistent knowledge system for AI agents. Use proactively to build expertise across sessions: capture insights, decisions, bug fixes, and patterns; recall what was learned before answering ("what do we already know about X", "have we seen this before", "remember this"); detect contradictions and track open questions. Works through Local Memory's MCP tools, CLI (`local-memory`), or REST API (localhost:3002). Trigger whenever durable knowledge should be stored or retrieved rather than re-derived.
2026-07-05