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.
Best use case
prompt-lookup is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
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.
Teams using prompt-lookup should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/prompt-lookup/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How prompt-lookup Compares
| Feature / Agent | prompt-lookup | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
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.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
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 promptsRelated Skills
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