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prompt-lookup

📊 数据与分析
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专注于AI提示词的发现、获取与优化,支持按关键词、类型、领域和标签检索高质量提示模板,可提取指定提示并自动补全变量,还能基于目标输出格式智能增强提示效果,帮助用户高效构建更精准有效的AI交互指令。

简介

专注于AI提示词的发现、获取与优化,支持按关键词、类型、领域和标签检索高质量提示模板,可提取指定提示并自动补全变量,还能基于目标输出格式智能增强提示效果,帮助用户高效构建更精准有效的AI交互指令。

核心能力速览
✓所属分类:📊 数据与分析
✓通过 Agent Skills 协议,将「能力」封装为可复用、可安装的 AI 组件
✓支持按需加载领域知识与工具,让通用模型转变为特定任务的专家
适用场景

适用于「📊 数据与分析」相关场景,可作为可复用的 AI 能力组件,接入支持 Agent Skills 的 AI 客户端(如 Claude、Cursor、Cline 等),按需调用以扩展模型能力。

Skills.MD
nameprompt-lookup
descriptionActivates 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 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
快捷安装

在终端执行以下命令,即可将本 Skill 安装到本地 AI 客户端:

npx skills add f/awesome-chatgpt-prompts

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