Setup and context
One of the most powerful features of Antigravity (Claude Code & Cowork) is skills.sh, an open skill marketplace for shared AI agent capabilities. This guide teaches you how to install, customize, and leverage skills.sh to automate your development workflows.
What is skills.sh?
skills.sh is an open-source AI agent skill marketplace where developers share reusable automation tasks. Key features include:
- Open Source Management: Community-created skills published and versioned
- Broad Functionality: Frontend design, SEO audits, PDF processing, data analysis, and more
- Reusable Components: Build on existing skills or customize for your needs
- Explicit Versioning: Clear dependency management and version tracking
Skill Structure
Each skill consists of:
- SKILL.md: Metadata and description
- Execution Scripts: Python, JavaScript, Bash, etc.
- Dependency Files: requirements.txt, package.json, etc.
- Test Cases: Verification and validation tests
Installation Methods
Basic Installation
claude install skills.sh/skill-nameFor example, to install the frontend-design skill:
claude install skills.sh/frontend-designCheck Installed Skills
claude skills listInstall Specific Version
claude install skills.sh/skill-name@1.2.3Popular Skills and Use Cases
1. frontend-design Skill
Purpose: UI/UX design generation, responsive layout analysis
claude install skills.sh/frontend-designUse Cases:
- Auto-generate responsive design proposals
- Accessibility compliance checking
- Color scheme optimization
2. seo-audit Skill
Purpose: SEO analysis, keyword research, meta tag optimization
claude install skills.sh/seo-auditUse Cases:
- Calculate SEO scores for blog posts
- Competitive site analysis
- Internal link structure improvements
3. pdf Skill
Purpose: PDF generation, parsing, and manipulation
claude install skills.sh/pdfUse Cases:
- Merge Markdown files into PDF
- Auto-generate reports
- Extract and organize text from PDFs
4. xlsx Skill
Purpose: Excel file generation and analysis
claude install skills.sh/xlsxUse Cases:
- Auto-generate data analysis reports
- Convert and format CSV to Excel
- Create multi-sheet workbooks
5. skill-creator Skill
Purpose: Scaffold new skills from templates
claude install skills.sh/skill-creatorUse Cases:
- Accelerate team-specific skill development
- Generate consistent skill scaffolding
- Automate documentation creation
Creating Custom Skills
Step 1: Generate Skill Scaffolding
claude invoke skill-creator --name "my-custom-skill" --language "python"Generated structure:
my-custom-skill/
├── SKILL.md # Skill description
├── main.py # Main script
├── requirements.txt # Python dependencies
├── tests/
│ └── test_main.py # Test cases
└── README.md # Usage documentation
Step 2: Implement Skill Logic
Edit main.py:
def execute(input_data):
"""Main skill execution"""
result = process_input(input_data)
return {
"status": "success",
"output": result
}
def process_input(data):
# Custom processing
return data.upper()Step 3: Specify Dependencies
Update requirements.txt:
requests>=2.28.0
beautifulsoup4>=4.11.0
Step 4: Local Testing
cd my-custom-skill
pytest tests/Step 5: Publish to skills.sh
claude publish my-custom-skill --registry skills.shWorkflow Automation with Skill Composition
Combine multiple skills to create powerful automation pipelines.
Example 1: Blog Article Pipeline
- content-generator creates initial article
- seo-audit optimizes for search
- pdf generates report
claude workflow create blog-pipeline \
--steps "content-generator,seo-audit,pdf"Example 2: Data Analysis Pipeline
- data-import loads CSV files
- analytics performs analysis
- xlsx exports formatted results
claude workflow create analytics-pipeline \
--steps "data-import,analytics,xlsx"Run Workflow
claude workflow run blog-pipeline --input "topic=Python development"Team Skill Sharing and Management
Create Private Skill Registry
claude config set skill-registry https://internal.skills.company.comManage Skill Permissions
claude skill grant --name "analytics-skill" \
--team "data-team" --permission "execute"Version Locking
# Pin specific version as default
claude skill pin "analytics-skill@2.1.0" --team "data-team"Team Documentation
Include team-specific setup in README:
## Team Configuration
### Required Environment Variables
- API_KEY: Analytics API key
- DATABASE_URL: Database connection string
### Usage Example
```bash
claude invoke analytics-skill --param "mode=production"
## Troubleshooting
### Version Incompatibility
**Symptom**: `Incompatible skill version`
**Solution**:
```bash
# Check installed version
claude skill info skill-name
# Upgrade
claude upgrade skill-name
Missing Dependencies
Symptom: Missing required dependency
Solution:
# Reinstall with dependencies
claude install skill-name --reinstall-deps
# Or manually install
pip install -r requirements.txtSkill Execution Errors
Symptom: Errors during skill execution
Debug Steps:
- Check skill logs:
claude logs skill-name- Validate skill:
claude skill validate skill-name- Run tests:
cd skill-name
pytest tests/ -vPermission Errors
Symptom: Permission denied
Solution:
# Check skill directory permissions
ls -la ~/.claude/skills/skill-name/
# Fix permissions
chmod +x ~/.claude/skills/skill-name/main.pyBest Practices
Skill Development
- Clear Input/Output: Document expected formats thoroughly
- Error Handling: Handle unexpected inputs gracefully
- Test Coverage: Aim for 80%+ code coverage
- Performance: Measure and optimize execution time
Skill Usage
- Version Locking: Lock versions in production
- Dry Runs: Test before production runs
- Audit Logging: Track all skill executions
- Update Strategy: Regularly check for new versions
Summary
Leveraging skills.sh enables:
- Significant improvement in development efficiency
- Simplified implementation of complex workflows
- Knowledge sharing across teams
- Robust automation in production environments
Start exploring the Antigravity ecosystem today!