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