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
Creates (with multi-AI tool support):
workflows/
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
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:
🎯 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
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
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:
GitHub Search: "claude" "skills" "SKILL.md"
From GitHub repository
python scripts/download_skill.py https://github.com/
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