java-junit
JUnit 5 best practices for standard and data-driven unit testing with practical patterns.
spring-boot-engineer
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints. Use when building Spring Boot 3.x applications, microservices, or reactive Java applications; invoke for Spring Data JPA, Spring Security 6, WebFlux, Spring Cloud integration, Java REST API design, or Microservices Java architecture.
Full skill instructions
./mvnw test (or ./gradlew test) and confirm all pass before proceeding. If tests fail: review the stack trace, isolate the failing assertion or component, fix the issue, and re-run the full suite/actuator/health returns UP. If health is DOWN: check the components detail in the response, resolve the failing component (e.g., datasource, broker), and re-validateLoad detailed guidance based on context:
| Topic | Reference | Load When |
|---|---|---|
| Web Layer | references/web.md | Controllers, REST APIs, validation, exception handling |
| Data Access | references/data.md | Spring Data JPA, repositories, transactions, projections |
| Security | references/security.md | Spring Security 6, OAuth2, JWT, method security |
| Cloud Native | references/cloud.md | Spring Cloud, Config, Discovery, Gateway, resilience |
| Testing | references/testing.md | @SpringBootTest, MockMvc, Testcontainers, test slices |
A standard Spring Boot feature consists of these layers. Use these as copy-paste starting points.
@Entity
@Table(name = "products")
public class Product {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@NotBlank
private String name;
@DecimalMin("0.0")
private BigDecimal price;
// getters / setters or use @Data (Lombok)
}
public interface ProductRepository extends JpaRepository<Product, Long> {
List<Product> findByNameContainingIgnoreCase(String name);
}
@Service
public class ProductService {
private final ProductRepository repo;
public ProductService(ProductRepository repo) { // constructor injection — no @Autowired
this.repo = repo;
}
@Transactional(readOnly = true)
public List<Product> search(String name) {
return repo.findByNameContainingIgnoreCase(name);
}
@Transactional
public Product create(ProductRequest request) {
var product = new Product();
product.setName(request.name());
product.setPrice(request.price());
return repo.save(product);
}
}
@RestController
@RequestMapping("/api/v1/products")
@Validated
public class ProductController {
private final ProductService service;
public ProductController(ProductService service) {
this.service = service;
}
@GetMapping
public List<Product> search(@RequestParam(defaultValue = "") String name) {
return service.search(name);
}
@PostMapping
@ResponseStatus(HttpStatus.CREATED)
public Product create(@Valid @RequestBody ProductRequest request) {
return service.create(request);
}
}
public record ProductRequest(
@NotBlank String name,
@DecimalMin("0.0") BigDecimal price
) {}
@RestControllerAdvice
public class GlobalExceptionHandler {
@ExceptionHandler(MethodArgumentNotValidException.class)
@ResponseStatus(HttpStatus.BAD_REQUEST)
public Map<String, String> handleValidation(MethodArgumentNotValidException ex) {
return ex.getBindingResult().getFieldErrors().stream()
.collect(Collectors.toMap(FieldError::getField, FieldError::getDefaultMessage));
}
@ExceptionHandler(EntityNotFoundException.class)
@ResponseStatus(HttpStatus.NOT_FOUND)
public Map<String, String> handleNotFound(EntityNotFoundException ex) {
return Map.of("error", ex.getMessage());
}
}
@WebMvcTest(ProductController.class)
class ProductControllerTest {
@Autowired MockMvc mockMvc;
@MockBean ProductService service;
@Test
void createProduct_validRequest_returns201() throws Exception {
var product = new Product(); product.setName("Widget"); product.setPrice(BigDecimal.TEN);
when(service.create(any())).thenReturn(product);
mockMvc.perform(post("/api/v1/products")
.contentType(MediaType.APPLICATION_JSON)
.content("""{"name":"Widget","price":10.0}"""))
.andExpect(status().isCreated())
.andExpect(jsonPath("$.name").value("Widget"));
}
}
| Rule | Correct Pattern |
|---|---|
| Constructor injection | public MyService(Dep dep) { this.dep = dep; } |
| Validate API input | @Valid @RequestBody MyRequest req on every mutating endpoint |
| Type-safe config | @ConfigurationProperties(prefix = "app") bound to a record/class |
| Appropriate stereotype | @Service for business logic, @Repository for data, @RestController for HTTP |
| Transaction scope | @Transactional on multi-step writes; @Transactional(readOnly = true) on reads |
| Hide internals | Catch domain exceptions in @RestControllerAdvice; return problem details, not stack traces |
| Externalize secrets | Use environment variables or Spring Cloud Config — never application.properties |
@Autowired on fields)@Component when @Service/@Repository/@Controller applies.block() inside a WebFlux chain)application.properties/application.ymlWebSecurityConfigurerAdapter)JUnit 5 best practices for standard and data-driven unit testing with practical patterns.
Upgrades React Native apps to newer versions by applying rn-diff-purge template diffs, updating package.json dependencies, migrating native iOS and Android configuration, resolving CocoaPods and Gradle changes, and handling breaking API updates. Use when upgrading React Native, bumping RN version, updating from RN 0.x to 0.y, or migrating Expo SDK alongside a React Native upgrade.
Javadoc best practices for documenting Java types, methods, and members.
Spring Boot development patterns and idioms tailored for Kotlin applications.
Generate a Spring Boot 3.4.5 project skeleton with PostgreSQL, Redis, MongoDB, and Docker Compose.
Java method extraction refactoring for improved readability and maintainability.
Refactoring using Remove Parameter in Java Language
Generate production-ready MCP servers in Java with the official SDK, Maven or Gradle, and reactive streams.
Generate a Spring Boot Kotlin project skeleton with pre-configured databases and development services.
Automate GraalVM native image configuration, build, and error resolution for Java applications.
Generate production-ready Kotlin MCP server projects with Gradle, official SDK, and typed tools.
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
Opus.ai: Revolutionize Your Web Experience
Build a no-code AI app in minutes.
An IDE for code migration from legacy to modern frameworks through coding agents.
Automate CGI animation in live-action scenes
Branded artistic QR-code concepts
Launch a website in seconds with AI.
Streamline Your Coding Experience with AI Code Helper
Convert any screenshot or design to clean code.