performance-testing-review-ai-review - AI-powered code review for security and performance
Analyzes code changes for security, performance, architecture, maintainability, testing, and AI/ML concerns, then generates actionable review comments.
Tags
Updated: 2026-09-30Capabilities
What this skill does
- Parse pull request diffs
- Classify change types
- Run static analysis
- Detect security vulnerabilities
- Review architectural coherence
- Identify performance regressions
- Assess test coverage gaps
- Generate structured review comments
Inputs
- Pull request diff
- Project type and language
- Architecture summary
- Static analysis findings
- Baseline performance metrics
- Review scope
Outputs
- Line-referenced review comments
- Severity classifications
- Code fix examples
- Actionable recommendations
- Performance regression reports
- Review routing decisions
Requirements
- AI model access
- Static analysis tool access
- Repository or pull request access
- CI/CD pipeline integration
