recall
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.
How do I install this agent skill?
npx skills add https://github.com/rohitg00/agentmemory --skill recallIs this agent skill safe to install?
- Gen Agent Trust Hubpass
This skill retrieves historical session data and observations from an internal memory store. It is vulnerable to prompt injection because user input is directly interpolated into the instruction, and it is susceptible to indirect prompt injection as it processes previously stored data without isolation markers.
- Socketpass
No alerts
- Snykfail
Risk: HIGH · 1 issue
- ZeroLeakspass
Score: 93/100 · 2 sections analyzed
What does this agent skill do?
The user wants to recall past context about: $ARGUMENTS
Quick start
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)
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
- Call
memory_smart_searchwith the user's text asqueryandlimit: 10. Passprojectwhen the user scopes to a specific repo. - Group results by session.
- For each observation show its type, title, and narrative.
- Lead with the high-signal observations (importance >= 7).
- 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.
Troubleshooting
See ../_shared/TROUBLESHOOTING.md if memory_smart_search is not available.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/rohitg00/agentmemory/recall">View recall on skillZs</a>