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workflow-creator

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🇺🇸

Original

English
🇨🇳

Translation

Chinese

Workflow Creator

工作流创建器

Create complete workflow directories with curated skills downloaded from GitHub.
创建包含从GitHub下载的精选Skill的完整工作流目录。

Workflow Creation Process

工作流创建流程

Step 1: Create directory structure

步骤1：创建目录结构

Run 
scripts/create_workflow.py
to initialize:
bash
python scripts/create_workflow.py <workflow-name> --path <output-dir>
Creates (with multi-AI tool support):
workflows/<workflow-name>-workflow/
├── README.md          # User documentation (English)
├── README_cn.md       # User documentation (Chinese)
├── AGENTS.md          # AI context (auto-loaded)
├── .claude/
│   ├── settings.json
│   └── skills/        # Skills go here (primary storage)
├── .codex/
│   └── skills -> ../.claude/skills
├── .cursor/
│   └── skills -> ../.claude/skills
├── .opencode/
│   └── skill -> ../.claude/skills
├── .agents/
│   └── skills -> ../.claude/skills
├── .kilocode/
│   └── skills -> ../.claude/skills
├── .roo/
│   └── skills -> ../.claude/skills
├── .goose/
│   └── skills -> ../.claude/skills
├── .gemini/
│   └── skills -> ../.claude/skills
├── .agent/
│   └── skills -> ../.claude/skills
├── .github/
│   └── skills -> ../.claude/skills
├── skills -> .claude/skills
├── .factory/
│   └── skills -> ../.claude/skills
└── .windsurf/
    └── skills -> ../.claude/skills
Symlinks enable all AI tools to use the same skills from .claude/skills/.
运行
scripts/create_workflow.py
进行初始化：
bash
python scripts/create_workflow.py <workflow-name> --path <output-dir>
创建（支持多AI工具）：
workflows/<workflow-name>-workflow/
├── README.md          # 用户文档（英文）
├── README_cn.md       # 用户文档（中文）
├── AGENTS.md          # AI上下文（自动加载）
├── .claude/
│   ├── settings.json
│   └── skills/        # Skill存储目录（主位置）
├── .codex/
│   └── skills -> ../.claude/skills
├── .cursor/
│   └── skills -> ../.claude/skills
├── .opencode/
│   └── skill -> ../.claude/skills
├── .agents/
│   └── skills -> ../.claude/skills
├── .kilocode/
│   └── skills -> ../.claude/skills
├── .roo/
│   └── skills -> ../.claude/skills
├── .goose/
│   └── skills -> ../.claude/skills
├── .gemini/
│   └── skills -> ../.claude/skills
├── .agent/
│   └── skills -> ../.claude/skills
├── .github/
│   └── skills -> ../.claude/skills
├── skills -> .claude/skills
├── .factory/
│   └── skills -> ../.claude/skills
└── .windsurf/
    └── skills -> ../.claude/skills
符号链接可让所有AI工具共用
.claude/skills/
中的同一批Skill。

Step 2: Select and download skills

步骤2：选择并下载Skill

  1. Use the Skill Sources section below to find relevant skills
  2. Download each skill using 
    scripts/download_skill.py
    :
bash
python scripts/download_skill.py <repo-url> <skill-path> --output workflows/<workflow-name>/.claude/skills/
Examples:
bash
undefined
  1. 使用下方的Skill来源部分查找相关Skill
  2. 使用
    scripts/download_skill.py
    下载每个Skill：
bash
python scripts/download_skill.py <repo-url> <skill-path> --output workflows/<workflow-name>/.claude/skills/
示例：
bash
undefined

Official Anthropic skills

官方Anthropic Skill

python scripts/download_skill.py https://github.com/anthropics/skills skills/docx --output ./workflows/media-workflow/.claude/skills/
python scripts/download_skill.py https://github.com/anthropics/skills skills/docx --output ./workflows/media-workflow/.claude/skills/

Community skills (root level)

社区Skill（根目录级）

python scripts/download_skill.py https://github.com/gked2121/claude-skills social-repurposer --output ./workflows/media-workflow/.claude/skills/
undefined
python scripts/download_skill.py https://github.com/gked2121/claude-skills social-repurposer --output ./workflows/media-workflow/.claude/skills/
undefined

Step 3: Generate README.md (English)

步骤3：生成README.md（英文）

CRITICAL: Follow the exact format from 
workflows/marketing-pro-workflow/README.md
Required structure:
markdown
<div align="center">
重要提示：严格遵循
workflows/marketing-pro-workflow/README.md
的格式
必填结构：
markdown
<div align="center">

📋 Workflow Name

📋 工作流名称

Your AI-Powered [Domain] Team

你的AI驱动[领域]团队

← Back to AI Workflow
简体中文 | English
</div>
← 返回AI工作流
简体中文 | English
</div>

🎯 Who Is This For?

🎯 适用人群

  • Role 1 - Use case
  • Role 2 - Use case
  • 角色1 - 使用场景
  • 角色2 - 使用场景

⚡ Quick Install

⚡ 快速安装

[Install commands]
[安装命令]

📦 Skills Included (N)

📦 包含的Skill（数量）

0️⃣ Stage Name

0️⃣ 阶段名称

SkillWhat It Does
skill-name
Description
Skill功能说明
skill-name
描述

1️⃣ Next Stage

1️⃣ 下一阶段

...
...

🔄 Complete Pipeline (N Stages)

🔄 完整流程（N个阶段）

[ASCII tree diagram]
[ASCII树形图]

💡 Example Workflows

💡 工作流示例

[Multiple scenario examples with numbered prompts]
[带编号提示的多个场景示例]

🔗 Skill Combinations

🔗 Skill组合

[Table with Goal → Skill Chain]
[目标→Skill链对照表]

📄 License

📄 许可证

MIT © nicepkg

Use `assets/templates/README.template.md` as reference.
MIT © nicepkg

可参考`assets/templates/README.template.md`。

Step 4: Generate README_cn.md (Chinese)

步骤4：生成README_cn.md（中文）

Create Chinese version with:
  • Same structure as English README
  • Professional Chinese terminology
  • Link back to 
    ../../README_cn.md
创建中文版本需满足：
  • 与英文README结构一致
  • 使用专业中文术语
  • 链接指向
    ../../README_cn.md

Step 5: Generate AGENTS.md

步骤5：生成AGENTS.md

Write AI instructions covering:
  • Workflow overview with pipeline diagram
  • Available skills grouped by stage
  • Skill usage guidelines (when to use each)
  • Recommended sequences for common tasks
  • Output standards
  • Quality gates between phases
Important: AGENTS.md is auto-loaded by Claude Code. Keep it concise (<500 lines) and focused on actionable instructions.
Use 
assets/templates/AGENTS.template.md
as reference.
撰写AI说明文档，内容包括：
  • 工作流概述及流程示意图
  • 按阶段分组的可用Skill
  • Skill使用指南（何时使用每个Skill）
  • 常见任务的推荐执行顺序
  • 输出标准
  • 各阶段之间的质量检查要求
注意： AGENTS.md会被Claude Code自动加载。请保持内容简洁（少于500行），并聚焦于可操作的说明。
可参考
assets/templates/AGENTS.template.md
。

Step 6: Update project README

步骤6：更新项目README

After creating a workflow in the ai-workflow project, update:
  1. README.md (English):
    • Add new workflow to the workflow table
    • Add skills list under 
      <details>
      section
    • Update skill count (e.g., "150+ skills")
  2. README_cn.md (Chinese):
    • Same updates in Chinese
    • Link to 
      README_cn.md
      in workflow folder
在ai-workflow项目中创建工作流后，更新以下内容：
  1. README.md（英文）：
    • 在工作流表格中添加新工作流
    • 在
      <details>
      部分下添加Skill列表
    • 更新Skill数量（例如："150+ skills"）
  2. README_cn.md（中文）：
    • 用中文完成相同更新
    • 链接到工作流文件夹中的
      README_cn.md

Skill Sources

Skill来源

A. Skill Aggregators & Directories (for discovering skills)

A. Skill聚合器与目录（用于发现Skill）

NameTypeScaleBest For
Skillhub Awesome SkillsGitHub curated list1000+ skillsTop skills by category, well-organized
Skillhub.clubOnline directory1000+Web UI for browsing by category
SkillsMPMarketplace63,000+Mass search with filters (category/popularity/author)
agent-skills.mdOnline directoryLargeInstall commands included (
pnpm dlx add-skill ...
)
Claude Skills HubOnline directoryMediumProduct-style browsing, good for inspiration
MCP Market SkillsOnline storeMediumProduct pages with About/FAQ, content creator friendly
Skills DirectoryOnline directoryMediumCopy SKILL.md directly, good structure
Smithery SkillsSkill directoryMediumIncludes expected_output.json, tool-oriented
Awesome Claude Skills (ComposioHQ)GitHub awesome listHigh starsEcosystem resources, comprehensive
Awesome Claude Skills (travisvn)GitHub awesome list5k+ starsSecond perspective, prevents single-source bias
Awesome Agent SkillsGitHub multi-agent list1k+ starsCovers Claude/Codex/Copilot/VSCode
名称类型规模适用场景
Skillhub Awesome SkillsGitHub精选列表1000+个Skill按分类整理的优质Skill，结构清晰
Skillhub.club在线目录1000+个支持按分类浏览的Web界面
SkillsMP市场平台63,000+个支持多维度筛选（分类/热度/作者）的海量搜索
agent-skills.md在线目录大量包含安装命令（
pnpm dlx add-skill ...
）
Claude Skills Hub在线目录中等规模产品化浏览体验，适合获取灵感
MCP Market Skills在线商店中等规模包含详情/FAQ的产品页面，适合内容创作者
Skills Directory在线目录中等规模可直接复制SKILL.md，结构规范
Smithery SkillsSkill目录中等规模包含expected_output.json，工具导向
Awesome Claude Skills (ComposioHQ)GitHub精选列表高星项目生态系统资源，内容全面
Awesome Claude Skills (travisvn)GitHub精选列表5k+星提供不同视角，避免单一来源偏见
Awesome Agent SkillsGitHub多Agent列表1k+星覆盖Claude/Codex/Copilot/VSCode

B. Production-Ready Skill Repositories (for bulk import)

B. 生产级Skill仓库（用于批量导入）

RepositoryFocusBest For
alirezarezvani/claude-skillsMulti-role skill packsContent Creator suite (brand voice, SEO, platform frameworks)
gked2121/claude-skillsProduction workflowsClear workflow examples (Podcast→Content→Social→SEO)
sickn33/antigravity-awesome-skillsSkill registryOrganized by role (
skills/content-creator
)
Microck/ordinary-claude-skills600+ skills collectionskill-navigator, SEO clustering, email optimization
synapz-org/marketing-ops-hubMarketing orchestrationMulti-skill coordination patterns
m2ai-portfolio/claude-skillsCreator/Growth suiteIG caption, YouTube script, tweet thread, blog outline
pluginagentmarketplace/custom-plugin-product-managerProduct Manager suiteuser-research, roadmap, requirements, analytics
lyndonkl/claudeDecision frameworksprioritization, forecasting, stakeholder mapping
jamesrochabrun/skillsMixed professionalprd-generator, technical-launch-planner
britt/claude-code-skillsWriting & specswriting-product-specs, writing-user-stories
troykelly/codex-skillsWorkflow managementwork-intake, milestone-management
escarti/agentDevPromptsFeature lifecyclefeature-planning, feature-implementing
aj-geddes/useful-ai-promptsSprint & agileagile-sprint-planning, requirements-gathering
daffy0208/ai-dev-standardsMulti-role standardscustomer-feedback-analyzer, go-to-market-planner
仓库专注领域适用场景
alirezarezvani/claude-skills多角色Skill包内容创作者套件（品牌调性、SEO、平台框架）
gked2121/claude-skills生产级工作流清晰的工作流示例（播客→内容→社交→SEO）
sickn33/antigravity-awesome-skillsSkill注册中心按角色组织（
skills/content-creator
）
Microck/ordinary-claude-skills600+个Skill集合Skill导航、SEO聚类、邮件优化
synapz-org/marketing-ops-hub营销编排多Skill协同模式
m2ai-portfolio/claude-skills创作者/增长套件IG文案、YouTube脚本、推文线程、博客大纲
pluginagentmarketplace/custom-plugin-product-manager产品经理套件用户研究、路线图、需求分析、数据分析
lyndonkl/claude决策框架优先级排序、预测、利益相关者映射
jamesrochabrun/skills混合专业SkillPRD生成器、技术发布规划器
britt/claude-code-skills写作与规范产品规格撰写、用户故事撰写
troykelly/codex-skills工作流管理工作接收、里程碑管理
escarti/agentDevPrompts功能生命周期功能规划、功能实现
aj-geddes/useful-ai-prompts敏捷与迭代敏捷迭代规划、需求收集
daffy0208/ai-dev-standards多角色标准客户反馈分析、上市规划

C. Search Strategy

C. 搜索策略

When the above sources lack needed skills:
  1. GitHub Search: 
    "claude" "skills" "SKILL.md" <topic>
  2. agent-skills.md Search: Browse by tags at https://agent-skills.md/tags
  3. SkillsMP Search: Filter by category at https://skillsmp.com
  4. Validate: Check SKILL.md has valid YAML frontmatter with 
    name
    and 
    description
当上述来源缺少所需Skill时：
  1. GitHub搜索：
    "claude" "skills" "SKILL.md" <主题>
  2. agent-skills.md搜索：在https://agent-skills.md/tags按标签浏览
  3. SkillsMP搜索：在https://skillsmp.com按分类筛选
  4. 验证：检查SKILL.md是否包含带有
    name
    和
    description
    的有效YAML前置内容

D. Download Commands

D. 下载命令

bash
undefined
bash
undefined

From GitHub repository

从GitHub仓库下载

python scripts/download_skill.py https://github.com/<owner>/<repo> <skill-path> --output workflows/<workflow-name>/.claude/skills/
python scripts/download_skill.py https://github.com/<owner>/<repo> <skill-path> --output workflows/<workflow-name>/.claude/skills/

Example: Download from alirezarezvani

示例：从alirezarezvani下载

python scripts/download_skill.py https://github.com/alirezarezvani/claude-skills skills/content-creator --output ./workflows/content-creator-workflow/.claude/skills/
python scripts/download_skill.py https://github.com/alirezarezvani/claude-skills skills/content-creator --output ./workflows/content-creator-workflow/.claude/skills/

Example: Download from pluginagentmarketplace

示例：从pluginagentmarketplace下载

python scripts/download_skill.py https://github.com/pluginagentmarketplace/custom-plugin-product-manager skills/user-research --output ./workflows/product-manager-workflow/.claude/skills/

---
python scripts/download_skill.py https://github.com/pluginagentmarketplace/custom-plugin-product-manager skills/user-research --output ./workflows/product-manager-workflow/.claude/skills/

---

Output Checklist

输出检查清单

After workflow creation, verify:
  • .claude/skills/
    contains downloaded skill folders
  • Each skill folder has 
    SKILL.md
  • All symlinks work (
    .codex/skills
    , 
    .cursor/skills
    , 
    .opencode/skill
    , 
    .agents/skills
    , 
    .kilocode/skills
    , 
    .roo/skills
    , 
    .goose/skills
    , 
    .gemini/skills
    , 
    .agent/skills
    , 
    .github/skills
    , 
    skills
    , 
    .factory/skills
    , 
    .windsurf/skills
    )
  • README.md
    follows standard format with all sections
  • README_cn.md
    created with Chinese translation
  • AGENTS.md
    provides clear AI instructions (<500 lines)
  • settings.json
    exists in 
    .claude/
  • Project README.md updated with new workflow
  • Project README_cn.md updated with new workflow
  • Skill counts updated in both README files
创建工作流后，验证以下内容：
  • .claude/skills/
    包含下载的Skill文件夹
  • 每个Skill文件夹都有
    SKILL.md
  • 所有符号链接正常工作（
    .codex/skills
    , 
    .cursor/skills
    , 
    .opencode/skill
    , 
    .agents/skills
    , 
    .kilocode/skills
    , 
    .roo/skills
    , 
    .goose/skills
    , 
    .gemini/skills
    , 
    .agent/skills
    , 
    .github/skills
    , 
    skills
    , 
    .factory/skills
    , 
    .windsurf/skills
    ）
  • README.md
    遵循标准格式，包含所有必要章节
  • 已创建中文版本
    README_cn.md
  • AGENTS.md
    提供清晰的AI说明（少于500行）
  • .claude/
    目录下存在
    settings.json
  • 项目README.md已添加新工作流
  • 项目README_cn.md已添加新工作流
  • 两个README文件中的Skill数量已更新