spring-boot-reviewer

Dependency injection auditing evaluates whether your Spring Boot services use constructor injection instead of field injection, improving testability and immutability. This Skill analyzes @Autowired usage and promotes constructor-based patterns with @RequiredArgsConstructor to surface anti-patterns and provide remediation guidance.

Spring Boot security review identifies missing security annotations, improper CSRF and actuator exposure, and weak security policies. This Skill scans your security configuration to surface exposure risks and provide actionable recommendations for hardening REST endpoints and protecting sensitive endpoints.

JPA analysis identifies N+1 query patterns and improper entity relationship loading that degrades database performance. This Skill reviews transaction boundaries and JPA usage to flag inefficient queries and recommend eager loading or query optimization strategies.

REST API design review ensures clean boundaries between controllers and services, validates DTO usage, and identifies controller-layer violations. This Skill analyzes your Spring Boot endpoints to surface architectural anti-patterns and guide proper separation of concerns.

Transaction management review highlights @Transactional annotation patterns and boundaries in your services. This Skill evaluates whether transaction demarcation follows best practices and provides recommendations for proper transaction scope and propagation behavior.

Yes, this Skill targets Spring Boot projects with spring-boot-starter-* dependencies and an @SpringBootApplication class. It analyzes DI, transaction, REST, security, and JPA patterns to deliver prioritized recommendations applicable to standard Spring Boot project structures.