| name | performance-review |
| description | Performance review for expensive loops, N+1 calls, memory pressure, latency, caching, and unnecessary IO. |
| license | MIT |
Purpose
Performance review for expensive loops, N+1 calls, memory pressure, latency, caching, and unnecessary IO.
Review focus
- N+1 calls
- unbounded loop
- large allocation
- sync blocking
- cache misuse
- repeated serialization
Method
- Inspect changed files and diff hunks relevant to this skill.
- Use repository-native tools when available.
- Prefer exact evidence from changed code.
- Emit findings using the shared JSONL finding contract.
- Avoid style-only comments unless they create maintainability or correctness risk.
Tooling hints
- Use
grep or editor search before opening files.
- Use
git, grep, and gh CLI. These are universally available and sufficient for all review tasks.
- Do not depend on tools beyond
git, grep, cat, head, wc, and gh.