Agent skill

workflow-creator

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".

View SKILL.md on GitHub Repository
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Install this agent skill to your Project

npx add-skill https://github.com/nicepkg/ai-workflow/tree/main/.claude/skills/workflow-creator

SKILL.md

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:

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/.

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

Examples:

bash
# 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:

markdown
<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

bash
# 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

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