workflow-creator

name

workflow-creator

description

Create complete Claude Code workflow directories with curated skills. Use when user wants to (1) create a new workflow for specific use case (media creator, developer, marketer, etc.), (2) set up a Claude Code project with pre-configured skills, (3) download and organize skills from GitHub repositories, or (4) generate README.md and AGENTS.md documentation for workflows. Triggers on phrases like "create workflow", "new workflow", "set up workflow", "build a xxx-workflow".

Workflow Creator

Create complete workflow directories with curated skills downloaded from GitHub.

Workflow Creation Process

Step 1: Create directory structure

Run scripts/create_workflow.py to initialize:

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/.

Step 2: Select and download skills

1. Use the Skill Sources section below to find relevant skills
2. Download each skill using scripts/download_skill.py:

python scripts/download_skill.py <repo-url> <skill-path> --output workflows/<workflow-name>/.claude/skills/

Examples:

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

# Community skills (root level)
python scripts/download_skill.py https://github.com/gked2121/claude-skills social-repurposer --output ./workflows/media-workflow/.claude/skills/

Step 3: Generate README.md (English)

CRITICAL: Follow the exact format from workflows/marketing-pro-workflow/README.md

Required structure:

<div align="center">

# 📋 Workflow Name

### **Your AI-Powered [Domain] Team**

[← Back to AI Workflow](../../README.md)

[简体中文](./README_cn.md) | English

</div>

---

## 🎯 Who Is This For?
- **Role 1** - Use case
- **Role 2** - Use case

---

## ⚡ Quick Install
[Install commands]

---

## 📦 Skills Included (N)

### 0️⃣ Stage Name
| Skill | What It Does |
|:------|:-------------|
| `skill-name` | Description |

### 1️⃣ Next Stage
...

---

## 🔄 Complete Pipeline (N Stages)
[ASCII tree diagram]

---

## 💡 Example Workflows
[Multiple scenario examples with numbered prompts]

---

## 🔗 Skill Combinations
[Table with Goal → Skill Chain]

---

## 📄 License
MIT © [nicepkg](https://github.com/nicepkg)

Use assets/templates/README.template.md as reference.

Step 4: Generate README_cn.md (Chinese)

Create Chinese version with:

• Same structure as English README
• Professional Chinese terminology
• Link back to ../../README_cn.md

Step 5: Generate 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.

Step 6: Update project 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

---

Skill Sources

A. Skill Aggregators & Directories (for discovering skills)

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

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

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

C. Search Strategy

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

D. Download Commands

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

# Example: Download from alirezarezvani
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
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

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