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peek

Searches mem0 memories and displays compact one-line results or single memory lookups by ID.

Updated Jun 29, 2026
Search Tags:#semantic search#decision records#mem0#memory search#citation resolution#memory lookup
One-click install
npx skills add https://github.com/nhatnguyen1122/Agent-Memory-Eval --skill peek-nhatnguyen1122
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: peek
Source: https://github.com/nhatnguyen1122/Agent-Memory-Eval/tree/main/mem0/integrations/mem0-plugin/skills/peek
Command: npx skills add https://github.com/nhatnguyen1122/Agent-Memory-Eval --skill peek-nhatnguyen1122

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? When working with a mem0 memory store, you often need a fast answer—was a decision recorded, what does a [mem0:id] citation refer to—without loading full category detail. This Skill provides lightweight memory lookups with compact output. ## Core Features & Use Cases - Quick Memory Search: Runs parallel broad and decision-targeted searches against mem0, returning deduplicated one-line results with type, date, and short ID. - Direct ID Lookup: Detects bare hex IDs, UUIDs, and [mem0:id] citation references and fetches the specific memory directly via get_memory. - Use Case: While reviewing code, you encounter a [mem0:a3f8b2c1] citation. Run the peek command with that ID to instantly see the recorded decision without browsing the full memory store. ## Quick Start Ask the assistant to peek at mem0 memories for a topic like "auth middleware" or to look up a specific memory ID such as a3f8b2c1.

Frequently Asked Questions about peek

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search mem0 memories quickly?▼

Provide a search query to the peek command, which runs parallel broad and decision-targeted search_memories calls with reranking. Results are deduplicated and shown as compact one-liners with type, date, and short memory ID.

How do I look up a mem0 memory by ID?▼

Pass a bare hex short ID, full UUID, or a [mem0:id] citation reference as the query. The skill detects the ID pattern and calls get_memory directly, falling back to text search if the ID is not found.

What is the difference between peek and a full memory tour?▼

Peek returns compact one-line results for fast lookups, while the tour command provides full category detail. Use peek for quick checks and citation resolution, and tour when you need complete memory context.

Why does my mem0 peek search return no results?▼

No results appear when no memories match the query for the given user_id and app_id filters. Try broadening the query terms or verifying the correct project and user identifiers are configured.

Can peek filter memories by type like decisions?▼

Yes, peek automatically runs a targeted search filtered to metadata type "decision" alongside the broad search. Both result sets are merged and deduplicated by memory ID before display.

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