What problem does it solve?
This Skill reviews code for performance optimization, identifying issues such as inefficient queries, scalability bottlenecks, and potential security vulnerabilities.
Core Features & Use Cases
- Efficiency Analysis: Identify N+1 queries, unnecessary computations, and missing indexes.
- Scalability Assessment: Spot collection endpoints without pagination, per-request database connections, and other issues that may degrade performance as data grows.
- Reliability Check: Unhandled failure paths, missing timeouts, non-idempotent writes, and unchecked return values are flagged.
- Security Auditing: Detect vulnerabilities like string-interpolated SQL, late authentication checks, and unsanitized user content.
- Use Case: Use this Skill after a codebase update to ensure new features do not introduce performance or security issues.
Quick Start
Review the code changes from the last commit in the 'main' branch for efficiency and scalability issues.