Prompt Lookup

researched 2026-05-25· 0 sources · 6 concepts · skill prompt-lookup

When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them.

Overview

When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them. [source]

When to Use This Skill

Activate this skill when the user: [source]
Asks for prompt templates ("Find me a code review prompt") [source]
Wants to search for prompts ("What prompts are available for writing?") [source]
Needs to retrieve a specific prompt ("Get prompt XYZ") [source]
Wants to improve a prompt ("Make this prompt better") [source]
Mentions prompts.chat or prompt libraries [source]

Available Tools

Use these prompts.chat MCP tools: [source]
search_prompts - Search for prompts by keyword [source]
get_prompt - Get a specific prompt by ID [source]
improve_prompt - Enhance a prompt using AI [source]

How to Search for Prompts

Call search_prompts with: [source]
query: The search keywords from the user's request [source]
limit: Number of results (default 10, max 50) [source]
type: Filter by TEXT, STRUCTURED, IMAGE, VIDEO, or AUDIO [source]
category: Filter by category slug (e.g., "coding", "writing") [source]
tag: Filter by tag slug [source]
Present results showing: [source]
Title and description [source]
Author name [source]
Category and tags [source]
Link to the prompt [source]

How to Get a Prompt

Call get_prompt with: [source]
id: The prompt ID [source]
If the prompt contains variables (${variable} or ${variable:default}): [source]
The system will prompt the user to fill in values [source]
Variables without defaults are required [source]
Variables with defaults are optional [source]

How to Improve a Prompt

Call improve_prompt with: [source]
prompt: The prompt text to improve [source]
outputType: text, image, video, or sound [source]
outputFormat: text, structured_json, or structured_yaml [source]
Return the enhanced prompt to the user. [source]

Guidelines

Always search before suggesting the user write their own prompt [source]
Present search results in a readable format with links [source]
When improving prompts, explain what was enhanced [source]
Suggest relevant categories and tags when saving prompts [source]

Children

Prompt Template Discovery (frontier)
Prompt Search and Retrieval (frontier)
Prompt Improvement (frontier)

Frontier under this node: Prompt Improvement, Prompt Search and Retrieval, Prompt Template Discovery

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