Use when asked to review, check or diagnose Spring Boot code: a pull request, diff, module or file before it merges; a slow endpoint or query (N+1, unbounded reads, JPA and Hibernate performance); security, JSpecify null-safety, architecture boundaries or Boot 4 migration risks in existing code; or whether the tests would catch real bugs, proving each finding by running it. Not for Kotlin-only code, non-Spring frameworks, or generic review advice without code context.
98%
Does it follow best practices?
Impact
97%
1.15x2 of 3 eval scenarios. Add 1 more for a full score.
Passed
No findings from the security scan
| Run | Type | Date | Status |
|---|---|---|---|
baseline vs usage-spec With / without contextCompleted | With / without context | Completed |
01a17f16-6b2d-702b-94bb-2ad943c325e3
Run
The run is available. Its result stats will appear here when they are ready.
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.