Agent skill · writing content · f
prompt-lookup
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.
Why this skill is useful
Provides specific commands and workflows for searching and improving AI prompts that the AI wouldn't reliably generate on its own.
What it needs
Requires prompts.chat account access. About 1k tokens when loaded. Last updated 2026-08-06. 166,822 stars on the source repository.
What this skill does
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: searchprompts - Search for prompts by keyword getprompt - Get a specific prompt by ID improveprompt - Enhance a prompt using AI How to Search for Prompts Call searchprompts 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 getprompt 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 improveprompt with: prompt: The prompt text to improve outputType: text, image, video, or sound outputFormat: text, structuredjson, or structuredyaml 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
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills f/prompt-lookup