Quick Start
That is the whole loop. Write memory, retrieve memory, inspect memory. The background pipeline handles the rest.
# 1. Initialize/memory-onboard
# 2. Teach it somethinggraph_memory( action="remember", path="preferences/deployment", gist="Always use blue-green deploys for production services", content="Blue-green for prod. Canary for staging. Never direct push.", tags=["preferences", "deployment"], confidence=0.9)
# 3. Recall it next session, or next week/recall deployment strategy
# 4. Check what your agent knows/memory-status
# 5. See the full historygraph_memory(action="history")Remembering
Section titled “Remembering”Teach your agent a durable fact, decision, or pattern with the remember action:
graph_memory( action="remember", path="decisions/auth-strategy", gist="Use Clerk for auth across web and mobile", content="Clerk chosen over Auth0 for its SDK quality and org support...", tags=["decisions", "auth"], confidence=0.9, edges=[{ target: "patterns/auth", type: "supports" }])Recalling
Section titled “Recalling”Retrieve relevant memory with edge traversal:
graph_memory(action="recall", query="deployment strategy", depth=1)You can also run /recall <query> as a slash command in Claude Code.
Next steps
Section titled “Next steps”- Learn how the pipeline maintains memory in the background.
- Browse the full tool reference.
- See where memory lives on your filesystem.