Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
72
66%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/springboot-patterns/SKILL.mdREST API layered architecture
Controller annotations
50%
100%
Constructor injection
100%
100%
201 Created for POST
100%
100%
Paginated list response
100%
100%
Pagination query params
100%
100%
JpaRepository extension
100%
100%
@Transactional on writes
100%
100%
@Transactional readOnly for reads
100%
100%
Java records for DTOs
0%
100%
Bean Validation on DTO fields
100%
100%
@Valid on request body
100%
100%
@ControllerAdvice handler
100%
100%
MethodArgumentNotValidException handler
100%
100%
Caching, async processing, and logging
@EnableCaching on config
100%
100%
@Cacheable with value and key
100%
100%
@CacheEvict on delete
100%
100%
@EnableAsync on config
100%
100%
@Async on notification method
100%
100%
CompletableFuture return type
0%
100%
SLF4J logger declaration
100%
100%
Structured key=value log format
100%
100%
Exception logged with stack trace
100%
100%
Rate limiting and observability
Request logging filter type
100%
100%
Logged request fields
100%
100%
Rate limit filter present
100%
100%
Bucket4j token bucket
100%
100%
ConcurrentHashMap bucket store
0%
100%
Uses getRemoteAddr() for IP
100%
100%
No direct X-Forwarded-For read
100%
100%
429 status on rate limit
100%
100%
Logback JSON encoder
50%
100%
Micrometer dependency
100%
100%
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