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Peek

  • 65 installs
  • 62.5k repo stars
  • Updated August 5, 2026
  • mem0ai/mem0

Helps with ai & agent building tasks during AI-assisted development.

About

peek is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.

  • peek
  • AI & Agent Building
  • AI-coding skill

Peek by the numbers

  • 65 all-time installs (skills.sh)
  • +12 installs in the week ending Aug 4, 2026 (Skillselion tracking)
  • Ranked #6,085 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
npx skills add https://github.com/mem0ai/mem0 --skill peek

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Listed on Skillselion
Installs65
repo stars62.5k
Last updatedAugust 5, 2026
Repositorymem0ai/mem0

What it does

Helps with ai & agent building tasks during AI-assisted development.

Files

SKILL.mdMarkdownGitHub ↗

Mem0 Peek

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

Execution

Step 1: Parse query

The user provides a search query: /mem0:peek 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

Step 2: Search

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 peek: "<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>.

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