rohitg00/agentmemory

recall

Search agentmemory for past observations, sessions, and learnings about a topic using hybrid BM25 plus vector plus graph search.

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仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

The user wants to recall past context about: $ARGUMENTS

Quick start

json
memory_smart_search { "query": "jwt refresh token rotation", "limit": 10 }

Expected output:

text
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)

Why

Only surface what the tool returned. Never fabricate an observation, a session id, or an importance score. If nothing comes back, say so.

Workflow

  1. Call memory_smart_search with the user's text as query and limit: 10.

Pass project when the user scopes to a specific repo.

  1. Group results by session. Records carry a provenance channel (user, agent,

tool, import, shared); when results conflict, prefer user over agent inference, and flag shared records as another teammate's write.

  1. For each observation show its type, title, and narrative.
  2. Lead with the high-signal observations (importance >= 7).
  3. If zero results, suggest 2-3 alternative search terms and stop. Do not guess.

Anti-patterns

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."

Checklist

  • Every observation shown came from the tool response.
  • Results grouped by session, high-importance first.
  • Empty results trigger alternative-term suggestions, not invention.
  • No session id or score was paraphrased or rounded.

See also

  • 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.

Troubleshooting

See ../shared/TROUBLESHOOTING.md if `memorysmart_search` is not available.

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