Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search. Use when the user says "recall", "what did we do about", "did we ever", "have we seen", or needs context from past sessions.
90%
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The user wants to recall past context about: $ARGUMENTS
memory_smart_search { "query": "jwt refresh token rotation", "limit": 10 }Expected output:
2 results across 2 sessions.
[importance 8] decision · "Rotate refresh tokens on every use" (session 7f3a9c21)
[importance 5] code · "limit.ts counts per-IP" (session b21d004e)Only surface what the tool returned. Never fabricate an observation, a session id, or an importance score. If nothing comes back, say so.
memory_smart_search with the user's text as query and limit: 10.
Pass project when the user scopes to a specific repo and agentId when
they request one agent's history.
Use targetLayer: "memory" for explicitly saved knowledge, or
targetLayer: "observation" for captured activity. Omit it for mixed search.memory_smart_search with the selected IDs as a
comma-separated expandIds string and the same project, agent, and layer
filters. If expansion fails or the record is no longer available, report
that limitation; a title alone is not the full fact.memory_recall, inspect matched_count, excluded_by_budget, and
content_truncated before treating an empty or shortened response as absent
knowledge. Recover full content with memory_smart_search using expandIds
and the same project, agent, and layer filters. minimum_budget reports the
estimated budget needed for a minimal preview when the budget is too small.WRONG: results are empty, so you write "We probably discussed token expiry last week" from assumption.
RIGHT: "No memories matched that query. Try refresh token, session expiry,
or auth rotation."
remember: the write side; recall retrieves what it stores.recap, handoff, session-history: session-scoped views of the same data.memory-discipline: when to run this search unprompted.See TROUBLESHOOTING.md if memory_smart_search is not available.
rohitg00/agentmemory
70517d2
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