What I do
- Review code changes for AI-specific best practices
- Check for common security issues in AI integrations
- Verify proper error handling and API key management
- Ensure documentation meets AI project standards
- Validate testing approaches for AI components
When to use me
Use this skill when reviewing pull requests or code changes that involve:
- AI model integrations
- API calls to AI services
- Configuration changes for AI tools
- New AI agent implementations
Ask clarifying questions if the scope of changes is unclear or if specific security concerns should be prioritized.
Review checklist
Security
- No hardcoded API keys or secrets
- Environment variables used properly
- Input validation for AI responses
Error Handling
- Graceful degradation when AI services fail
- Proper timeout handling
- Retry logic where appropriate
Documentation
- Clear usage examples
- API key requirements documented
- Configuration options explained
Testing
- Mock AI responses in tests
- Test error scenarios
- Validate edge cases
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