performance-review

Installation
SKILL.md

Performance Review

Review whether changed code does unnecessary or unbounded work under the inputs and usage patterns the project supports.

Scope

1. Repeated work

  • N+1 queries or requests where a batch, join, or prefetch is available
  • repeated parsing, compilation, serialization, or lookup inside a loop
  • recomputation where the surrounding code establishes a cache or memoization boundary

2. Unbounded work and resources

  • loops, recursion, queues, logs, memory, or retries without a project-supported bound
  • loading an entire unbounded input when streaming or pagination is the established pattern
  • work duplicated across requests, renders, jobs, or retries without an explicit reason

3. Hot-path cost

Installs
1
First Seen
Oct 25, 2026
Security Audits