CrabPath Memory Graph (auto-installed)

**Query** (before answering questions about prior work, context, decisions, corrections, lessons): ```bash python3 ~/crabpath/examples/openclaw_adapter/query_brain.py ~/.crabpath/AGENT/state.json '<summary of user message>' --chat-id '<chat_id from inbound metadata>' --json ``` Always pass `--chat-id` so fired nodes are logged for later corrections.