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

Use the Skill Sources section below to find relevant skills
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

使用下方的Skill来源部分查找相关Skill
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/

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

Skill	What 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:

README.md (English):
- Add new workflow to the workflow table
- Add skills list under
```
<details>
```
  section
- Update skill count (e.g., "150+ skills")
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：

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"）
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）

Name	Type	Scale	Best For
Skillhub Awesome Skills	GitHub curated list	1000+ skills	Top skills by category, well-organized
Skillhub.club	Online directory	1000+	Web UI for browsing by category
SkillsMP	Marketplace	63,000+	Mass search with filters (category/popularity/author)
agent-skills.md	Online directory	Large	Install commands included ( `pnpm dlx add-skill ...` )
Claude Skills Hub	Online directory	Medium	Product-style browsing, good for inspiration
MCP Market Skills	Online store	Medium	Product pages with About/FAQ, content creator friendly
Skills Directory	Online directory	Medium	Copy SKILL.md directly, good structure
Smithery Skills	Skill directory	Medium	Includes expected_output.json, tool-oriented
Awesome Claude Skills (ComposioHQ)	GitHub awesome list	High stars	Ecosystem resources, comprehensive
Awesome Claude Skills (travisvn)	GitHub awesome list	5k+ stars	Second perspective, prevents single-source bias
Awesome Agent Skills	GitHub multi-agent list	1k+ stars	Covers Claude/Codex/Copilot/VSCode

名称	类型	规模	适用场景
Skillhub Awesome Skills	GitHub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 Skills	Skill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 Skills	GitHub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）

Repository	Focus	Best For
alirezarezvani/claude-skills	Multi-role skill packs	Content Creator suite (brand voice, SEO, platform frameworks)
gked2121/claude-skills	Production workflows	Clear workflow examples (Podcast→Content→Social→SEO)
sickn33/antigravity-awesome-skills	Skill registry	Organized by role ( `skills/content-creator` )
Microck/ordinary-claude-skills	600+ skills collection	skill-navigator, SEO clustering, email optimization
synapz-org/marketing-ops-hub	Marketing orchestration	Multi-skill coordination patterns
m2ai-portfolio/claude-skills	Creator/Growth suite	IG caption, YouTube script, tweet thread, blog outline
pluginagentmarketplace/custom-plugin-product-manager	Product Manager suite	user-research, roadmap, requirements, analytics
lyndonkl/claude	Decision frameworks	prioritization, forecasting, stakeholder mapping
jamesrochabrun/skills	Mixed professional	prd-generator, technical-launch-planner
britt/claude-code-skills	Writing & specs	writing-product-specs, writing-user-stories
troykelly/codex-skills	Workflow management	work-intake, milestone-management
escarti/agentDevPrompts	Feature lifecycle	feature-planning, feature-implementing
aj-geddes/useful-ai-prompts	Sprint & agile	agile-sprint-planning, requirements-gathering
daffy0208/ai-dev-standards	Multi-role standards	customer-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-skills	Skill注册中心	按角色组织（ `skills/content-creator` ）
Microck/ordinary-claude-skills	600+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Skill	PRD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:

GitHub Search:
```
"claude" "skills" "SKILL.md" <topic>
```
agent-skills.md Search: Browse by tags at https://agent-skills.md/tags
SkillsMP Search: Filter by category at https://skillsmp.com
Validate: Check SKILL.md has valid YAML frontmatter with
```
name
```
and
```
description
```

当上述来源缺少所需Skill时：

GitHub搜索：
```
"claude" "skills" "SKILL.md" <主题>
```
agent-skills.md搜索：在https://agent-skills.md/tags按标签浏览
SkillsMP搜索：在https://skillsmp.com按分类筛选
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/

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/

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