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Recall

ASecurity

Search agentmemory for past observations, sessions, and learnings about a topic. Use when the user says "recall", "remember", "what did we do", or needs context from past sessions.

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  • Added May 26, 2026
tools

Works with

  • claude code
  • mcp

Security analysis

A100/100

Scanned May 27, 2026

npx -y skills add rohitg00/agentmemory --skill recall --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: recall
description: Search agentmemory for past observations, sessions, and learnings about a topic. Use when the user says "recall", "remember", "what did we do", or needs context from past sessions.
argument-hint: "[search query]"
user-invocable: true
---

The user wants to recall past context about: $ARGUMENTS

Use the `memory_smart_search` MCP tool (provided by the agentmemory server that this plugin wires up automatically via `.mcp.json`) with the user's query as the `query` argument and `limit: 10`. The tool runs hybrid BM25 + vector + graph-expanded search over captured observations and returns ranked results.

Present the returned results to the user in a readable format:
- Group by session
- For each observation show its type, title, and narrative
- Highlight the most important observations (importance >= 7)
- If no results come back, suggest 2-3 alternative search terms the user could try

**Do NOT make up or hallucinate observations.** Only present what the MCP tool actually returned. If `memory_smart_search` isn't available, the stdio MCP shim didn't start — tell the user to:
1. Run `/plugin list` in Claude Code and confirm `agentmemory` shows as enabled.
2. Restart Claude Code (the plugin's `.mcp.json` is only read on startup).
3. Check `/mcp` to see whether the `agentmemory` MCP server is connected.

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