Prompt lookup

Skill foryourhealth111-pixel/Vibe-Skills/bundled/skills/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.From its SKILL.md

Install

npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill prompt-lookup

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

2.1 KB, 440 tokens by cl100k_base, as published. Nobody here has run it

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

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Gives 0 of the 12 instructions most prompt engineering skills give in 440 tokens

Counted across 542 of the 575 authors here whose files we hold, read 2026-09-06

Provide few-shot examples for complex tasksin 17 of 542, across 16 files
Ask clarifying questions if information is ambiguousin 16 of 542, across 14 files
Output a complete optimized prompt for the userin 15 of 542, across 9 files
Validate structured outputs against schemasin 15 of 542, across 13 files
Analyze the draft prompt for intent and gapsin 14 of 542, across 8 files
Detect project tech stack from local filesin 14 of 542, across 8 files
Recommend a model based on task scopein 13 of 542, across 7 files
Present results in the specified output formatin 13 of 542, across 7 files
Match intent and scope to ECC componentsin 13 of 542, across 7 files
Ask one question at a timein 13 of 542, across 12 files
Respond in the same language as the user inputin 12 of 542, across 6 files
Ask up to three clarification questions if context is missingin 11 of 542, across 5 files

Said here and by no other author read

Search for existing prompts before creating new ones
Present search results with titles and descriptions
Include author names and tags in results
Provide links to retrieved prompts
Prompt users to fill in required variables
Suggest categories and tags when saving prompts

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.