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/search

Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if something was recorded, resolving [mem0:id] citations, or browsing memories without full category detail.

From plugin
mem0
63k32 skills1 MCP
Install
$ npx -y skills add mem0ai/mem0 --skill search --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/search

Context preview

The summary Claude sees to decide when to auto-load this skill.

Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if something was recorded, resolving [mem0:id] citations, or browsing memories without full category detail.

SKILL.md

search.SKILL.md
name: search
description: Searches memories and displays compact one-liner results, or looks up a specific memory by ID. Use for quick memory lookups, checking if something was recorded, resolving [mem0:id] citations, or browsing memories without full category detail.

Search / Peek

Quick semantic search with compact output. Lighter than `/mem0-tour`.

Execution

Step 1: Parse query

The user provides a search query: `/mem0-search favorite restaurants`

If no query provided, ask: "What should I search for?"

**Memory ID detection:** If the query matches a UUID pattern (`^[a-f0-9-]{20,}$`), treat it as a direct memory lookup instead of a search.

Step 2: Search

Use `mem0_memory` tool with `action="search"`, `query=<user's query>`.

Step 3: Display

Show compact results:

## mem0 search: "<query>" (<N> results)

1. [preferences] Prefers window seats on flights (2026-05-15) [mem0:a3f8b2c1]
2. [goals] Wants to visit Japan in 2027 (2026-05-10) [mem0:7e2d9f4a]
3. [identity] Lives in San Francisco (2026-05-08) [mem0:c4d5e6f7]

Format: `<number>. [<category>] <content, 80 chars> (<date>) [mem0:<short_id>]`

If no results:

No memories matching "<query>".
Ships withmem0

Mem0 ("mem-zero") enhances AI assistants and agents with an intelligent memory layer, enabling personalized AI interactions.

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Python
Language
Apache-2.0
License
2d ago
Last commit
3y ago
Created

Repo: mem0ai/mem0

Other skills on mem0.