Review Perf

Cross-Platform AI Agent Skill This skill works with any AI agent platform that supports the skills.sh standard.

Performance Review

Comprehensive performance analysis targeting database query inefficiencies, algorithmic complexity issues, frontend bottlenecks, and resource leaks. This skill performs analysis only - it identifies performance problems, explains findings, and suggests optimization approaches without making code changes.

Anti-Hallucination Guidelines

CRITICAL: Performance reviews must be based on ACTUAL code analysis and VERIFIED patterns:

1. Read before claiming - Never report performance issues in code that has not been read
2. Evidence-based findings - Every finding must reference specific file paths and line numbers
3. Pattern matching - Use Grep to find actual anti-patterns, not hypothetical ones
4. No invented metrics - Only report measurable or verifiable performance concerns
5. Quantifiable results - Count actual instances, do not estimate
6. No false positives - Verify each finding matches documented performance anti-patterns
7. Scope verification - Only scan files within specified scope (PR/commit/all)