Create complete workflow directories with curated skills downloaded from GitHub.
Works with
AI-first code editor with Composer
Before installing skills in Cursor, ensure your development environment meets these requirements:
node --versionworkflow-creatorExecute the skills CLI command in your project's root directory to begin installation:
Fetches workflow-creator from nicepkg/ai-workflow and configures it for Cursor.
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate workflow-creator. Access via /workflow-creator in your agent's command palette.
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Submit your Claude Code skill and start earning
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
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Create complete workflow directories with curated skills downloaded from GitHub.
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/.
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/
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.
Create Chinese version with:
../../README_cn.mdWrite AI instructions covering:
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.
After creating a workflow in the ai-workflow project, update:
README.md (English):
<details> sectionREADME_cn.md (Chinese):
README_cn.md in workflow folder| 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 |
| 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 |
When the above sources lack needed skills:
"claude" "skills" "SKILL.md" <topic>name and description# 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/
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/Make data-driven prioritization decisions faster
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Prerequisites
Time Estimate
30-60 minutes to see productivity improvements
Steps
Common Pitfalls
✓ Do
✗ Don't
💡 Pro Tips
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
mattpocock/skills
parcadei/continuous-claude-v3
cursor/plugins
ailabs-393/ai-labs-claude-skills
pproenca/dot-skills
ailabs-393/ai-labs-claude-skills
workflow-creator has been reliable in day-to-day use. Documentation quality is above average for community skills.
workflow-creator reduced setup friction for our internal harness; good balance of opinion and flexibility.
Solid pick for teams standardizing on skills: workflow-creator is focused, and the summary matches what you get after install.
workflow-creator has been reliable in day-to-day use. Documentation quality is above average for community skills.
Keeps context tight: workflow-creator is the kind of skill you can hand to a new teammate without a long onboarding doc.
Keeps context tight: workflow-creator is the kind of skill you can hand to a new teammate without a long onboarding doc.
I recommend workflow-creator for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
Registry listing for workflow-creator matched our evaluation — installs cleanly and behaves as described in the markdown.
Useful defaults in workflow-creator — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
workflow-creator fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
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