prompt-lookup

Search, retrieve, and improve AI prompts via the prompts.chat MCP server.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/rawhit-r/ai-files --skill prompt-lookup-rawhit-r
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-lookup
Source: https://github.com/rawhit-r/ai-files/tree/main/.gemini/prompt-lookup
Command: npx skills add https://github.com/rawhit-r/ai-files --skill prompt-lookup-rawhit-r

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables quick discovery, retrieval, and refinement of AI prompts by leveraging a centralized prompt library and the prompts.chat MCP tools.

Core Features & Use Cases

  • Discover prompts by keyword using search_prompts
  • Retrieve specific prompts with get_prompt
  • Improve or tailor prompts with improve_prompt for better task alignment
  • Use cases: selecting templates for coding challenges or content generation, retrieving prompts by ID, and refining prompts for domain-specific needs.

Quick Start

Ask prompts.chat to search prompts, get a specific prompt by ID, or improve a prompt for your task.

Frequently Asked Questions about prompt-lookup

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

FAQPage Schema
How do I find and retrieve AI prompt templates for specific tasks?

You can find and retrieve AI prompt templates by searching a centralized prompt library with specific keywords. The search_prompts tool discovers relevant templates across various tasks and domains, returning matching prompts for immediate use.

Can I improve an existing AI prompt for better task alignment?

Yes, you can improve an existing AI prompt for better task alignment using the improve_prompt tool. This refines and tailors your prompt to meet domain-specific needs, ensuring it generates more accurate and relevant outputs for your target task.

What is the best way to get a specific prompt by its ID?

The best way to get a specific prompt by its ID is using the get_prompt tool. This retrieves the exact prompt template directly from the prompts.chat library, ensuring you access the precise template needed without relying on keyword searches.

Does prompts.chat work for discovering templates across different domains?

Yes, prompts.chat works for discovering templates across different domains. It enables prompt discovery, retrieval, and refinement across various tasks and domains, allowing you to select appropriate templates for coding challenges, content generation, or domain-specific needs.

Do I need to install any dependencies to search prompts on demand?

No, you do not need to install any dependencies to search prompts on demand. The skill operates independently without external dependencies, relying solely on the prompts.chat MCP server tools to fetch and refine templates directly.