ai-observability
Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and…
Use when generating or modifying any Spring Boot class — controllers, services, repositories, DTOs, mappers, or configuration. Enforces strict layer separation and prevents business logic from leaking across boundaries.
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Use when generating or modifying any Spring Boot class — controllers, services, repositories, DTOs, mappers, or configuration. Enforces strict layer separation and prevents business logic from leaking across boundaries.
name: layered-architecture description: > Use when generating or modifying any Spring Boot class — controllers, services, repositories, DTOs, mappers, or configuration. Enforces strict layer separation and prevents business logic from leaking across boundaries.
@RestController ← HTTP only. No business logic. No JPA entities in responses.
↓ DTOs
@Service ← All business logic lives here. Orchestrates repositories.
↓ Domain objects / Entities
@Repository ← Data access only. No business logic. Returns entities or projections.
↓ JPA / JDBC
Database// ✅ GOOD
@PostMapping("/orders")
public ResponseEntity<OrderResponse> createOrder(@Valid @RequestBody CreateOrderRequest request) {
Order order = orderService.createOrder(request);
return ResponseEntity.status(HttpStatus.CREATED).body(OrderResponse.from(order));
}
// ❌ BAD — business logic in controller
@PostMapping("/orders")
public ResponseEntity<Order> createOrder(@RequestBody CreateOrderRequest request) {
if (request.getItems().isEmpty()) throw new RuntimeException("No items");
Order order = orderRepository.save(new Order(request)); // direct repo access
return ResponseEntity.ok(order); // returning entity
}// ✅ GOOD
@Service
@RequiredArgsConstructor
public class OrderService {
private final OrderRepository orderRepository;
private final InventoryService inventoryService;
@Transactional
public Order createOrder(CreateOrderRequest request) {
inventoryService.reserve(request.getItems());
Order order = Order.from(request);
return orderRepository.save(order);
}
}
// ❌ BAD — field injection, HTTP concern in service
@Service
public class OrderService {
@Autowired private OrderRepository orderRepository;
public ResponseEntity<Order> createOrder(...) { ... } // HTTP type in service
}// ✅ GOOD
public record OrderResponse(UUID id, String status, List<LineItemResponse> items) {
public static OrderResponse from(Order order) {
return new OrderResponse(order.getId(), order.getStatus().name(),
order.getItems().stream().map(LineItemResponse::from).toList());
}
}// ✅ GOOD — dedicated mapper for complex mappings
public class OrderMapper {
public static OrderResponse toResponse(Order order) {
return new OrderResponse(
order.getId(),
order.getStatus().name(),
order.getItems().stream().map(OrderMapper::toLineItem).toList(),
order.getCreatedAt()
);
}
public static Order toEntity(CreateOrderRequest request, User user) {
Order order = Order.create(request.customerEmail(), user);
request.items().forEach(item ->
order.addItem(item.productId(), item.quantity()));
return order;
}
private static LineItemResponse toLineItem(OrderItem item) {
return new LineItemResponse(item.getProductId(), item.getQuantity(), item.getPrice());
}
}Production-grade Claude Code and Codex skills for Spring Boot developers
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