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