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prompt-lookup

Find and retrieve AI prompt templates through prompts.chat, filtering by keywords, categories, tags, or media type. Improve existing prompts for text, image, video, or sound tasks, with an explanation of the changes.

OriginalShow the original description

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.

f/prompts.chat175,470 stars(GitHub 175,470 + cccskills 0)

Run score Not tested

See how to install

Good for

  • Find prompt templates for code reviews
  • Browse prompts for writing tasks
  • Retrieve a specific prompt by ID
  • Improve an existing prompt and review the changes

Overview

What it does

Search prompts.chat for AI prompts and retrieve their contents, or improve a prompt you already have. Narrow searches by keyword, category, tag, or output type, including text, image, video, and audio. Results include titles, descriptions, authors, categories, tags, and links so you can review the options.

When it helps

Use it when you need a starting prompt for asking AI to review code or help with writing. It can also retrieve a prompt when you know its ID, or revise a prompt you already use. For an improved prompt, you also receive an explanation of the changes.

Example requests

  • “Find a prompt for code reviews.”
  • “Search for prompts in the writing category.”
  • “Improve this prompt for image generation and explain the changes.”

Notes

A connection to the prompts.chat MCP server is required. Searching, retrieving, and improving use search_prompts, get_prompt, and improve_prompt, respectively. When a retrieved prompt has variables, those without defaults require input; variables with defaults are optional.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Document check

AI checked the SKILL.md for operations that need care and for setup requirements. The score comes only from actually running the skill (hands-on test).

SafetyAre sending data, deleting files, and running commands disclosed?
AGoodThe described operations are search, retrieval, and prompt improvement.
Easy setupDoes it need few tools or API keys, and are they documented?
BPartly lackingA prompts.chat MCP connection is required; setup steps are not provided.

Not counted in the score. Rated by AI (OpenAI Codex) as of Nov 1, 2026. Treat it as a guide and read the original before installing.

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Files included (1)

  • SKILL.md2.1 KB

SKILL.md (original)

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