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skill-discovery

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English
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Translation

Chinese

Auto-Skill Discovery

自动Skill发现

When the user requests a task that might match a previously learned workflow, search for relevant skills and offer to load them.
当用户请求的任务可能与已学习的工作流匹配时，搜索相关Skill并提供加载选项。

When to Invoke This Skill

何时调用此Skill

Use this skill when the user's request:
  • Involves multiple steps (search + edit, read + modify, find + fix)
  • Sounds like a repeatable workflow
  • Mentions patterns like "the usual way" or "like before"
  • Could benefit from a structured approach
Do NOT use for:
  • Simple single-step tasks
  • Questions or explanations
  • Tasks the user wants done a specific way
当用户的请求满足以下条件时使用此Skill：
  • 涉及多步骤操作（搜索+编辑、读取+修改、查找+修复）
  • 属于可重复的工作流
  • 提及“常规方式”或“和之前一样”这类表述
  • 可从结构化方法中获益
请勿用于：
  • 简单的单步骤任务
  • 咨询类或解释类问题
  • 用户明确要求按特定方式执行的任务

Instructions

操作说明

Step 1: Discover matching skills

步骤1：发现匹配的Skill

Run the discovery script with the user's intent:
bash
python scripts/discover_skill.py "<2-4 word summary of user's task>"
This outputs a formatted prompt showing:
  • Best matching skill name and confidence
  • What the skill does
  • How it runs (inline vs isolated)
  • A question asking if user wants to load it
根据用户意图运行发现脚本：
bash
python scripts/discover_skill.py "<用户任务的2-4词摘要>"
脚本会输出格式化提示信息，包含：
  • 匹配度最高的Skill名称及置信度
  • 该Skill的功能
  • 运行方式（内联式 vs 独立式）
  • 询问用户是否要加载该Skill的问题

Step 2: Present to user

步骤2：呈现给用户

Show the discovery output to the user. Wait for their response.
将发现结果展示给用户，等待用户回应。

Step 3: If user approves, load the skill

步骤3：若用户同意，加载Skill

bash
python scripts/discover_skill.py "<same query>" --auto-load
This outputs the full skill content with clear delimiters. Display it directly - the formatted output contains the instructions you should follow.
bash
python scripts/discover_skill.py "<相同查询词>" --auto-load
脚本会输出带有清晰分隔符的完整Skill内容。直接展示该内容即可——格式化输出中包含你需要遵循的操作指令。

Step 4: Follow the loaded skill

步骤4：遵循已加载的Skill

The skill content between the 
======
delimiters contains your instructions. Follow them to complete the user's task.
位于
======
分隔符之间的Skill内容即为操作指令。遵循这些指令完成用户的任务。

Step 5: If user declines or no match

步骤5：若用户拒绝或无匹配项

Proceed with the task normally using your standard approach.
使用标准方法正常执行任务。

Example Flow

示例流程

User: "Find all the TODO comments and update them"

You: [Run discover_skill.py "find update todos"]

Output:
  ## Skill Discovery
  I found an auto-generated skill that matches your task:
  **search-and-fix-workflow** (confidence: 85%)
  > Search for issues in codebase and fix them systematically
  Would you like me to load this skill?

User: "Yes"

You: [Run discover_skill.py "find update todos" --auto-load]

Output:
  ======================================
  SKILL LOADED: search-and-fix-workflow
  ...instructions...
  ======================================

You: [Follow those instructions to complete the task]
用户：“找到所有TODO注释并更新它们”

你：[运行discover_skill.py "find update todos"]

输出：
  ## Skill发现结果
  我找到了一个与你的任务匹配的自动生成Skill：
  **search-and-fix-workflow**（置信度：85%）
  > 系统地搜索代码库中的问题并修复
  是否需要我加载此Skill？

用户：“是”

你：[运行discover_skill.py "find update todos" --auto-load]

输出：
  ======================================
  SKILL已加载：search-and-fix-workflow
  ...操作指令...
  ======================================

你：[遵循这些指令完成任务]