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
Use the Skill Sources section below to find relevant skills
Download each skill using scripts/download_skill.py:
python scripts/download_skill.py <repo-url> <skill-path> --output workflows/<workflow-name>/.claude/skills/
Examples:
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/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:
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
Skill Sources
A. Skill Aggregators & Directories (for discovering skills)
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:
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
D. Download Commands
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/alirezarezvani/claude-skills skills/content-creator --output ./workflows/content-creator-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
After workflow creation, verify:
.claude/skills/ contains downloaded skill foldersSKILL.md.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 sectionsREADME_cn.md created with Chinese translationAGENTS.md provides clear AI instructions (<500 lines)settings.json exists in .claude/ 