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prompt-lookup

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

1|Updated Feb 2, 2026
Search Tags:#prompt-templates#prompts.chat#discover-prompts#improve-prompt#get-prompt#search-prompts
One-click install
npx skills add https://github.com/Noogear/my-agent --skill prompt-lookup
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-lookup
Source: https://github.com/Noogear/my-agent/tree/main/skills/prompt-lookup
Command: npx skills add https://github.com/Noogear/my-agent --skill prompt-lookup

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users quickly locate, retrieve, and refine AI prompts from the prompts.chat MCP server, eliminating the need to craft prompts from scratch and ensuring consistency across projects.

Core Features & Use Cases

  • Discover prompts by keyword using search_prompts
  • Retrieve a specific prompt by ID with get_prompt
  • Improve and adapt prompts with improve_prompt
  • Use-case examples include selecting a ready-to-use code generation prompt, retrieving a writing prompt, or refining a prompt for a specific context

Quick Start

Use the prompt-lookup skill to search for prompts by keywords, then fetch or refine a selected prompt using the prompts.chat tools: search_prompts, get_prompt, and improve_prompt.

Frequently Asked Questions about prompt-lookup

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

FAQPage Schema
How do I find ready-to-use AI prompts instead of writing them from scratch?▼

You can find ready-to-use AI prompts by searching the prompts.chat MCP server with keywords. This eliminates the need to craft prompts from scratch and ensures consistency across your projects.

Can I retrieve a specific prompt by its ID from prompts.chat?▼

Yes, you can retrieve a specific prompt by its ID from prompts.chat. The get_prompt operation fetches exact prompt details, allowing you to access predefined templates for code generation or writing tasks.

How do I improve or adapt an existing AI prompt for a specific context?▼

You can improve and adapt an existing AI prompt for a specific context using the improve_prompt operation. This refines retrieved prompts to fit your exact user needs across different categories.

What is the best way to search for AI prompt templates by keyword?▼

The best way to search for AI prompt templates by keyword is using the search_prompts operation. It queries the prompts.chat API to discover relevant prompts across categories based on your search terms.

Do I need any external dependencies to use the prompt-lookup skill?▼

No external dependencies are required to use the prompt-lookup skill. It relies directly on the prompts.chat API and optional prompt templates to perform search, get, and improve operations.

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