prompts.chat 提示詞查詢 Skill
透過 prompts.chat MCP 搜尋、取得與最佳化提示詞，適合在使用者想找 prompt 範本或改善 prompt 時啟用。
啟用時機
當使用者要找提示詞範本、搜尋 prompts.chat、取得特定 prompt，或希望最佳化手上的 prompt 時啟用。
適合使用情境
- 搜尋 code review、寫作、資料分析等不同用途的 prompt。
- 取得 prompts.chat 上某個 prompt 的完整內容與 metadata。
- 協助使用者把現有 prompt 改得更清楚、更穩定。
Skill 檔案
SKILL.md
工作流程
- 先判斷使用者是要搜尋、取得還是最佳化 prompt。
- 搜尋時呼叫 search_prompts，依 query、type、category 或 tag 篩選。
- 呈現結果時附上標題、描述、作者、分類、標籤與連結。
- 取得 prompt 時呼叫 get_prompt，並處理 prompt 變數。
- 最佳化 prompt 時呼叫 improve_prompt，並說明改善了哪些地方。
使用注意事項
- 先搜尋現有 prompt，再建議使用者自己從零寫。
- 如果 prompt 有變數，要提醒使用者填入必要欄位。
- 最佳化後要說明改了哪些結構，不要只丟出新版 prompt。
來源
原始名稱：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.
software-engineering-prompt-repos/prompts.chat/plugins/claude/prompts.chat/skills/prompt-lookup/SKILL.md
開啟來源這個 Skill 在做什麼
這個 Skill 讓 agent 遇到「我要找 prompt」或「幫我改 prompt」時，不是憑空回答，而是先去 prompts.chat registry 查詢、取得或最佳化既有 prompt。
為什麼值得收錄
它是很典型的 registry lookup Skill：明確定義何時啟用、能用哪些 MCP tools、怎麼呈現結果，以及拿到 prompt 變數時該怎麼處理。
---
name: prompt-lookup
description: 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 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