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skill-sop-creator

Guide for creating Standard Operating Procedures and SOPs and composite workflows by combining atomic Agent Skills. Use when users want to design, structure, or implement multi-step workflows that orchestrate multiple skills for complex business goals. Transforms loose tool collections into reliable, repeatable business processes.

skill-sop-creator

Guide for creating Standard Operating Procedures (SOPs) and composite workflows by combining atomic Agent Skills. Use this skill when users want to design, structure, or implement multi-step workflows (SOPs) that orchestrate multiple skills to achieve complex business goals. This skill transforms loose collections of tools into reliable, repeatable business processes.

Parameters

| Name | Type | Required | Description | |----------|--------|----------|-------------| | action | string | true | The action to perform. One of search_skills, draft_sop, validate_sop. | | context | string | false | Context for the action (e.g. business goal for drafting, search query for searching). |

Actions

1. Search Atomic Skills

Finds available atomic skills to include in your SOP.

  • Command: skill-sop-creator(action="search_skills", context="pdf processing")
  • Output: List of relevant atomic skills (e.g., pdf-split, pdf-merge, ocr-extract) that can be steps in your SOP.

2. Draft SOP Structure

Generates a draft SKILL.md for a composite skill (SOP) based on a business goal.

  • Command: skill-sop-creator(action="draft_sop", context="Daily Competitor Analysis Report")
  • Output: A structured markdown template defining the workflow steps, required atomic skills, and decision logic.

3. Validate SOP

Checks if a proposed SOP structure is valid and if referenced skills exist.

  • Command: skill-sop-creator(action="validate_sop", context="<sop_content>")
  • Behavior: Verifies that steps are logical and dependencies are met.

SOP Design Principles

  1. Atomic Foundation: SOPs should rely on small, single-purpose skills (e.g., pencil-draw-rect not draw-entire-ui).
  2. Deterministic Flow: Define clear steps: Step 1 -> Step 2 -> Decision -> Step 3.
  3. Human-in-the-loop: Include checkpoints where the Agent should ask for user confirmation.

Example SOP Structure

# Daily Competitor Analysis SOP

## 1. Information Gathering
- **Skill**: `web-search`
- **Action**: Search for "competitor name" + "news"
- **Output**: List of URLs

## 2. Content Extraction
- **Skill**: `web-scraper`
- **Input**: URLs from Step 1
- **Output**: Raw text

## 3. Analysis
- **Skill**: `llm-summarize`
- **Input**: Raw text
- **Prompt**: "Identify key pricing changes and feature launches."

## 4. Reporting
- **Skill**: `pdf-generator`
- **Input**: Summary
- **Output**: PDF Report

Notes

  • An SOP is essentially a "Composite Skill" that acts as a conductor for other "Atomic Skills".
  • This skill helps you design that conductor.

国内适配

  • 支持中文文档和中文注释
  • 示例代码兼容国内开发环境
  • 提供中文 FAQ 和常见问题解答

能力边界

✅ 适用场景

  • 当你需要使用此技能对应的技术栈时
  • 当项目需要遵循最佳实践时
  • 当需要快速上手或深入理解核心概念时

⚠️ 需要注意

  • 复杂业务逻辑需要结合具体场景调整
  • 性能优化需要根据实际数据量评估

❌ 不适用场景

  • 不相关的技术栈或框架
  • 需要完全自定义的特殊场景