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Prompt Lookup

  • 1.4k installs
  • 167k repo stars
  • Updated August 4, 2026
  • f/awesome-chatgpt-prompts

prompt-lookup is an agent skill that 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.

About

prompt-lookup is an agent skill from f/awesome-chatgpt-prompts that 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. 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 Developers invoke prompt-lookup during operate/infra work for cloud & infrastructure tasks. The skill documents triggers, prerequisites, and step-by-step workflows grounded in SKILL.md. Compatible with Claude Code, Cursor, and Codex agent runtimes that load marketplace skills.

  • When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to
  • 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")

Prompt Lookup by the numbers

  • 1,416 all-time installs (skills.sh)
  • +12 installs in the week ending Aug 5, 2026 (Skillselion tracking)
  • Ranked #288 of 1,039 Cloud & Infrastructure skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Aug 5, 2026 (Skillselion catalog sync)
At a glance

prompt-lookup capabilities & compatibility

Capabilities
when the user needs ai prompts, prompt templates · activate this skill when the user: · asks for prompt templates ("find me a code revie · wants to search for prompts ("what prompts are a · needs to retrieve a specific prompt ("get prompt
Use cases
orchestration
From the docs

What prompt-lookup says it does

When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them.
SKILL.md
- Asks for prompt templates ("Find me a code review prompt")
SKILL.md
- Wants to search for prompts ("What prompts are available for writing?")
SKILL.md
npx skills add https://github.com/f/awesome-chatgpt-prompts --skill prompt-lookup

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Listed on Skillselion
Installs1.4k
repo stars167k
Security audit1 / 3 scanners passed
Last updatedAugust 4, 2026
Repositoryf/awesome-chatgpt-prompts

What it does

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.

Who is it for?

Developers working on cloud & infrastructure during operate tasks.

Skip if: Tasks outside Cloud & Infrastructure scope described in SKILL.md.

When should I use this skill?

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.

What you get

Completed cloud & infrastructure workflow aligned with SKILL.md steps.

  • Retrieved prompt templates
  • Improved prompt text

Files

SKILL.mdMarkdownGitHub ↗

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

Related skills

Forks & variants (1)

Prompt Lookup has 1 known copy in the catalog totaling 1 installs. They canonicalize to this original listing.

  • f - 1 installs

FAQ

What does prompt-lookup 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.

When should I use prompt-lookup?

During operate infra work for cloud & infrastructure.

Is prompt-lookup safe to install?

Review the Security Audits panel on this listing before production use.

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