Skills › AI & Agent Engineering › Skill & prompt authoring
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.
The full skill
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name: prompt-lookup
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.
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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