spring-reactive
Build reactive applications - WebFlux, Mono/Flux, R2DBC, backpressure, reactive streams
Best use case
spring-reactive is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Build reactive applications - WebFlux, Mono/Flux, R2DBC, backpressure, reactive streams
Teams using spring-reactive should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/spring-reactive/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How spring-reactive Compares
| Feature / Agent | spring-reactive | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Build reactive applications - WebFlux, Mono/Flux, R2DBC, backpressure, reactive streams
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Spring Reactive Skill
Master reactive programming with Spring WebFlux, Project Reactor, R2DBC, and reactive streams patterns.
## Overview
This skill covers building non-blocking, reactive applications with Spring WebFlux and Project Reactor.
## Parameters
| Name | Type | Required | Default | Validation |
|------|------|----------|---------|------------|
| `reactive_db` | enum | ✗ | r2dbc-postgresql | r2dbc-postgresql \| r2dbc-mysql \| mongodb |
| `streaming` | enum | ✗ | - | sse \| websocket \| rsocket |
| `backpressure` | enum | ✗ | buffer | buffer \| drop \| latest |
## Topics Covered
### Core (Must Know)
- **WebFlux**: `@RestController` with `Mono<T>` and `Flux<T>`
- **Project Reactor**: Core operators (map, flatMap, filter)
- **R2DBC**: Reactive database access
### Intermediate
- **Error Handling**: onErrorResume, onErrorReturn
- **Backpressure**: Handling fast producers
- **SSE**: Server-Sent Events
### Advanced
- **WebSocket**: Reactive WebSocket handlers
- **RSocket**: Bi-directional reactive streams
- **Context Propagation**: MDC in reactive chains
## Code Examples
### Reactive Controller
```java
@RestController
@RequestMapping("/api/users")
@RequiredArgsConstructor
public class UserController {
private final UserService userService;
@GetMapping
public Flux<UserResponse> findAll() {
return userService.findAll().map(UserResponse::from);
}
@GetMapping("/{id}")
public Mono<ResponseEntity<UserResponse>> findById(@PathVariable Long id) {
return userService.findById(id)
.map(UserResponse::from)
.map(ResponseEntity::ok)
.defaultIfEmpty(ResponseEntity.notFound().build());
}
@PostMapping
@ResponseStatus(HttpStatus.CREATED)
public Mono<UserResponse> create(@Valid @RequestBody Mono<CreateUserRequest> request) {
return request.flatMap(userService::create).map(UserResponse::from);
}
}
```
### Reactive Repository (R2DBC)
```java
public interface UserRepository extends ReactiveCrudRepository<User, Long> {
Mono<User> findByEmail(String email);
Flux<User> findByActiveTrue();
@Query("SELECT * FROM users WHERE created_at > :since")
Flux<User> findRecentUsers(@Param("since") LocalDateTime since);
}
```
### Reactive Service with Error Handling
```java
@Service
@RequiredArgsConstructor
@Transactional
public class UserService {
private final UserRepository userRepository;
public Mono<User> create(CreateUserRequest request) {
return userRepository.findByEmail(request.email())
.flatMap(existing -> Mono.<User>error(new DuplicateEmailException()))
.switchIfEmpty(Mono.defer(() -> {
User user = new User(request.email(), request.name());
return userRepository.save(user);
}));
}
public Flux<User> findAll() {
return userRepository.findAll()
.timeout(Duration.ofSeconds(5))
.onErrorResume(TimeoutException.class, e -> Flux.empty());
}
}
```
### Server-Sent Events
```java
@RestController
@RequestMapping("/api/events")
public class EventController {
private final Sinks.Many<Event> eventSink = Sinks.many()
.multicast().onBackpressureBuffer();
@GetMapping(produces = MediaType.TEXT_EVENT_STREAM_VALUE)
public Flux<ServerSentEvent<Event>> stream() {
return eventSink.asFlux()
.map(e -> ServerSentEvent.<Event>builder()
.id(e.id())
.event(e.type())
.data(e)
.build());
}
@PostMapping
public Mono<Void> publish(@RequestBody Event event) {
return Mono.fromRunnable(() -> eventSink.tryEmitNext(event));
}
}
```
## Operator Quick Reference
```
Transformation: map(), flatMap(), flatMapMany()
Filtering: filter(), take(), skip(), distinct()
Combination: merge(), concat(), zip()
Error: onErrorResume(), onErrorReturn(), retry(), timeout()
Side Effects: doOnNext(), doOnError(), doFinally(), log()
```
## Troubleshooting
### Failure Modes
| Issue | Diagnosis | Fix |
|-------|-----------|-----|
| Nothing happens | Not subscribed | Return Mono/Flux from controller |
| Blocking error | Blocking in reactive | Use `subscribeOn(Schedulers.boundedElastic())` |
| Memory issues | Unbounded buffer | Add backpressure strategy |
### Debug Checklist
```
□ Verify Mono/Flux is returned (not subscribed manually)
□ Check for blocking calls (JDBC, Thread.sleep)
□ Review backpressure strategy
□ Enable Reactor debug: Hooks.onOperatorDebug()
□ Use .log() operator for debugging
```
## Unit Test Template
```java
@WebFluxTest(UserController.class)
class UserControllerTest {
@Autowired
private WebTestClient webTestClient;
@MockBean
private UserService userService;
@Test
void shouldReturnUsers() {
when(userService.findAll()).thenReturn(Flux.just(
new User(1L, "john@test.com", "John")));
webTestClient.get().uri("/api/users")
.exchange()
.expectStatus().isOk()
.expectBodyList(UserResponse.class)
.hasSize(1);
}
@Test
void shouldReturn404WhenNotFound() {
when(userService.findById(1L)).thenReturn(Mono.empty());
webTestClient.get().uri("/api/users/1")
.exchange()
.expectStatus().isNotFound();
}
}
```
## Usage
```
Skill("spring-reactive")
```
## Version History
| Version | Date | Changes |
|---------|------|---------|
| 2.0.0 | 2024-12-30 | R2DBC, SSE, WebTestClient patterns |
| 1.0.0 | 2024-01-01 | Initial release |Related Skills
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