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Prompt Lookup

f/awesome-chatgpt-prompts

This connects Claude directly to the prompts.chat library so you can search, retrieve, and refine AI prompts without leaving your workflow. It's most useful when you need a starting template for something specific like code reviews or writing tasks, since it can search by keywords, categories, and tags, then pull the full prompt with any variables ready to fill in. The improve_prompt tool is a nice touch for when you have something rough and want it tightened up. Worth having installed if you find yourself reinventing prompt patterns that probably already exist in a community library somewhere.

skills.sh installs
1.4K
GitHub stars
165.6K
last updated
Jul 14, 2026
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Install

$ npx -y skills add f/awesome-chatgpt-prompts --skill prompt-lookup --agent claude-code

Installs into .claude/skills of the current project.

Files

When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them.

When to Use This Skill

Activate this skill when the user:

  • Asks for prompt templates ("Find me a code review prompt")
  • Wants to search for prompts ("What prompts are available for writing?")
  • Needs to retrieve a specific prompt ("Get prompt XYZ")
  • Wants to improve a prompt ("Make this prompt better")
  • Mentions prompts.chat or prompt libraries

Available Tools

Use these prompts.chat MCP tools:

  • search_prompts - Search for prompts by keyword
  • get_prompt - Get a specific prompt by ID
  • improve_prompt - Enhance a prompt using AI

How to Search for Prompts

Call search_prompts with:

  • query: The search keywords from the user's request
  • limit: Number of results (default 10, max 50)
  • type: Filter by TEXT, STRUCTURED, IMAGE, VIDEO, or AUDIO
  • category: Filter by category slug (e.g., "coding", "writing")
  • tag: Filter by tag slug

Present results showing:

  • Title and description
  • Author name
  • Category and tags
  • Link to the prompt

How to Get a Prompt

Call get_prompt with:

  • id: The prompt ID
SKILL.md on GitHub

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Details

Repository
github.com/f/awesome-chatgpt-prompts
Category
AI & Agent Building

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