mem0-search

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

Install
npx skills add 'https://github.com/mem0ai/mem0/tree/main/integrations/opencode-plugin/opencode-skills/mem0-search'
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main · 0df3e4bScanned 2026-09-17

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SKILL.md

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Mem0 Search

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

Execution

Step 1: Parse query

The user provides a search query: /mem0-search auth middleware

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

Memory ID detection: If the query matches any of these patterns, treat it as a direct memory ID lookup instead of a search:

  • Bare hex: ^[a-f0-9]{8}$ (short ID) or ^[a-f0-9]{8}-[a-f0-9-]+$ (full UUID)
  • Citation ref: [mem0:<hex>] — extract the hex portion

When an ID is detected:

  1. Call get_memory(<id>) directly (if short ID, try as prefix of full UUID)
  2. If found, skip to Step 3 and display the single result
  3. If not found, fall through to search using the ID as query text

Run 2 parallel search_memories calls:

  1. Broad: query=<user's query>, filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}]}, top_k=10, rerank=true
  2. Targeted: query=<user's query>, filters={"AND": [{"user_id": "<id>"}, {"app_id": "<pid>"}, {"metadata": {"type": "decision"}}]}, top_k=5, rerank=true

Step 3: Display

Deduplicate by ID, then show compact results:

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

1. [decision] Auth module uses JWT with RS256 keys (2025-05-15) [mem0:a3f8b2c1]
2. [anti_pattern] Don't use symmetric HS256 — leaked in env (2025-05-10) [mem0:7e2d9f4a]
3. [convention] All middleware in src/middleware/ (2025-05-08) [mem0:c4d5e6f7]

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

If no results:

No memories matching "<query>" for project <project_id>.

Output formatting

IMPORTANT: Do NOT use markdown in your output. OpenCode TUI renders text verbatim — markdown like bold, ## headers, and | table | syntax appears as raw characters. Use plain text with indentation for structure. Use dashes for lists. Use spaces to align columns instead of markdown tables.

Discovery context

Discovered by repository scan. No exact path reference found in the snapshot’s root AGENTS.md.