Prompt Lookup

f/prompts.chat/plugins/claude/prompts.chat/skills/prompt-lookup

by f7d3f248962d1No license172K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 5 days ago

Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.

Instructions onlyAI & Agents
AI-generated overview

Finds, retrieves and improves AI prompts through the prompts.chat MCP server.

What it does
This skill guides an agent in using the prompts.chat MCP server to search a prompt library, fetch a specific prompt by ID, and enhance an existing prompt with AI. It describes the search filters (query, limit, type, category, tag), how to present results with title, author, category, tags and link, and how to handle prompts containing variables. It also covers returning the improved prompt and explaining what was enhanced.
When to use it
Use it when the user asks for prompt templates, wants to search for available prompts, needs a specific prompt retrieved, or wants an existing prompt improved. It also applies when the user mentions prompts.chat or prompt libraries.
Requirements
Requires the prompts.chat MCP server with its search_prompts, get_prompt and improve_prompt tools, plus network access to that service. Ships no scripts; instructions only.

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

If the prompt contains variables (${variable} or ${variable:default}):

  • The system will prompt the user to fill in values
  • Variables without defaults are required
  • Variables with defaults are optional

How to Improve a Prompt

Call improve_prompt with:

  • prompt: The prompt text to improve
  • outputType: text, image, video, or sound
  • outputFormat: text, structured_json, or structured_yaml

Return the enhanced prompt to the user.

Guidelines

  • Always search before suggesting the user write their own prompt
  • Present search results in a readable format with links
  • When improving prompts, explain what was enhanced
  • Suggest relevant categories and tags when saving prompts

Source and attribution

Source:f/prompts.chatinplugins/claude/prompts.chat/skills/prompt-lookupat commit7d3f248

License: No license

Content belongs to its original authors. SourceWeft indexes it from a public repository.

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