performance-testing-review-ai-review - Review code for security, performance, and architecture
Analyze code changes with static analysis and AI assistance to identify security, performance, architecture, maintainability, testing, and AI/ML issues.
Tags
Updated: 2026-09-30Typical Inputs
What this skill does
- Parse code diffs
- Classify change types
- Run static analysis
- Detect security vulnerabilities
- Assess architectural coherence
- Identify performance regressions
- Review maintainability issues
- Evaluate test coverage
- Generate review comments
- Recommend actionable fixes
Inputs
- Pull request
- Code diff
- Repository files
- Project architecture summary
- Static analysis results
- Baseline performance metrics
- Review constraints
Outputs
- Review comments
- Issue severity classifications
- Code fix examples
- Documentation references
- Performance regression reports
- Actionable recommendations
- Verification steps
Requirements
- AI-capable language model
- Access to code repository
- Static analysis tools
- CI/CD integration
- Permission to inspect pull requests
