Review REST API contracts for HTTP semantics, versioning, backward compatibility, and response consistency. Use when user asks "review API", "check endpoints", "REST review", or before releasing API changes.
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Review Java concurrency code for thread safety, race conditions, deadlocks, and modern patterns (Virtual Threads, CompletableFuture, @Async). Use when user asks "check thread safety", "concurrency review", "async code review", or when reviewing multi-threaded code.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Review Java concurrent code for correctness, safety, and modern best practices.
Nearly 60% of multithreaded applications encounter issues due to improper management of shared resources. - ACM Study
Concurrency bugs are:
This skill helps catch issues before they reach production.
synchronized, volatile, Lock@Async, CompletableFuture, ExecutorService// ✅ Perfect for I/O-bound tasks (HTTP, DB, file I/O)
try (ExecutorService executor = Executors.newVirtualThreadPerTaskExecutor()) {
for (Request request : requests) {
executor.submit(() -> callExternalApi(request));
}
}
// ❌ Not beneficial for CPU-bound tasks
// Use platform threads / ForkJoinPool instead
Rule of thumb: If your app never has 10,000+ concurrent tasks, virtual threads may not provide significant benefit.
In Java 21-23, virtual threads became "pinned" when entering synchronized blocks with blocking operations. Java 25 fixes this (JEP 491).
// In Java 21-23: ⚠️ Could cause pinning
synchronized (lock) {
blockingIoCall(); // Virtual thread pinned to carrier
}
// In Java 25: ✅ No longer an issue
// But consider ReentrantLock for explicit control anyway
// ❌ ThreadLocal problematic with virtual threads
private static final ThreadLocal<User> currentUser = new ThreadLocal<>();
// ✅ ScopedValue (Java 21+ preview, improved in 25)
private static final ScopedValue<User> CURRENT_USER = ScopedValue.newInstance();
ScopedValue.where(CURRENT_USER, user).run(() -> {
// CURRENT_USER.get() available here and in child virtual threads
processRequest();
});
// ✅ Structured concurrency - tasks tied to scope lifecycle
try (StructuredTaskScope.ShutdownOnFailure scope = new StructuredTaskScope.ShutdownOnFailure()) {
Subtask<User> userTask = scope.fork(() -> fetchUser(id));
Subtask<Orders> ordersTask = scope.fork(() -> fetchOrders(id));
scope.join(); // Wait for all
scope.throwIfFailed(); // Propagate exceptions
return new Profile(userTask.get(), ordersTask.get());
}
// All subtasks automatically cancelled if scope exits
// ❌ @Async silently ignored
@Service
public class EmailService {
@Async
public void sendEmail(String to) { }
}
// ✅ Enable async processing
@Configuration
@EnableAsync
public class AsyncConfig { }
@Service
public class OrderService {
// ❌ Bypasses proxy - runs synchronously!
public void processOrder(Order order) {
sendConfirmation(order); // Direct call, not async
}
@Async
public void sendConfirmation(Order order) { }
}
// ✅ Inject self or use separate service
@Service
public class OrderService {
@Autowired
private EmailService emailService; // Separate bean
public void processOrder(Order order) {
emailService.sendConfirmation(order); // Proxy call, async works
}
}
// ❌ Non-public methods - proxy can't intercept
@Async
private void processInBackground() { }
@Async
protected void processInBackground() { }
// ✅ Must be public
@Async
public void processInBackground() { }
// ❌ Default SimpleAsyncTaskExecutor - creates new thread each time!
// Can cause OutOfMemoryError under load
// ✅ Configure proper thread pool
@Configuration
@EnableAsync
public class AsyncConfig {
@Bean
public Executor taskExecutor() {
ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor();
executor.setCorePoolSize(10);
executor.setMaxPoolSize(50);
executor.setQueueCapacity(100);
executor.setThreadNamePrefix("async-");
executor.setRejectedExecutionHandler(new CallerRunsPolicy());
executor.initialize();
return executor;
}
}
// ❌ SecurityContextHolder is ThreadLocal-bound
@Async
public void auditAction() {
// SecurityContextHolder.getContext() is NULL here!
String user = SecurityContextHolder.getContext().getAuthentication().getName();
}
// ✅ Use DelegatingSecurityContextAsyncTaskExecutor
@Bean
public Executor taskExecutor() {
ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor();
// ... configure ...
return new DelegatingSecurityContextAsyncTaskExecutor(executor);
}
// ❌ Exception silently swallowed
CompletableFuture.supplyAsync(() -> riskyOperation());
// If riskyOperation throws, nobody knows
// ✅ Always handle exceptions
CompletableFuture.supplyAsync(() -> riskyOperation())
.exceptionally(ex -> {
log.error("Operation failed", ex);
return fallbackValue;
});
// ✅ Or use handle() for both success and failure
CompletableFuture.supplyAsync(() -> riskyOperation())
.handle((result, ex) -> {
if (ex != null) {
log.error("Failed", ex);
return fallbackValue;
}
return result;
});
// ✅ Fail after timeout
CompletableFuture.supplyAsync(() -> slowOperation())
.orTimeout(5, TimeUnit.SECONDS); // Throws TimeoutException
// ✅ Return default after timeout
CompletableFuture.supplyAsync(() -> slowOperation())
.completeOnTimeout(defaultValue, 5, TimeUnit.SECONDS);
// ✅ Wait for all
CompletableFuture.allOf(future1, future2, future3)
.thenRun(() -> log.info("All completed"));
// ✅ Wait for first
CompletableFuture.anyOf(future1, future2, future3)
.thenAccept(result -> log.info("First result: {}", result));
// ✅ Combine results
future1.thenCombine(future2, (r1, r2) -> merge(r1, r2));
// ❌ CPU-bound task in ForkJoinPool.commonPool (default)
CompletableFuture.supplyAsync(() -> cpuIntensiveWork());
// ✅ Custom executor for blocking/I/O operations
ExecutorService ioExecutor = Executors.newFixedThreadPool(20);
CompletableFuture.supplyAsync(() -> blockingIoCall(), ioExecutor);
// ✅ In Java 21+, virtual threads for I/O
ExecutorService virtualExecutor = Executors.newVirtualThreadPerTaskExecutor();
CompletableFuture.supplyAsync(() -> blockingIoCall(), virtualExecutor);
// ❌ Race condition
if (!map.containsKey(key)) {
map.put(key, computeValue()); // Another thread may have added it
}
// ✅ Atomic operation
map.computeIfAbsent(key, k -> computeValue());
// ❌ Race condition with counter
if (count < MAX) {
count++; // Read-check-write is not atomic
}
// ✅ Atomic counter
AtomicInteger count = new AtomicInteger();
count.updateAndGet(c -> c < MAX ? c + 1 : c);
// ❌ Other threads may never see the update
private boolean running = true;
public void stop() {
running = false; // May not be visible to other threads
}
public void run() {
while (running) { } // May loop forever
}
// ✅ Volatile ensures visibility
private volatile boolean running = true;
// ❌ 64-bit read/write is non-atomic on 32-bit JVMs
private long counter;
public void increment() {
counter++; // Not atomic!
}
// ✅ Use AtomicLong or synchronization
private AtomicLong counter = new AtomicLong();
// ✅ Or volatile (for single-writer scenarios)
private volatile long counter;
// ❌ Broken without volatile
private static Singleton instance;
public static Singleton getInstance() {
if (instance == null) {
synchronized (Singleton.class) {
if (instance == null) {
instance = new Singleton(); // May be seen partially constructed
}
}
}
return instance;
}
// ✅ Correct with volatile
private static volatile Singleton instance;
// ✅ Or use holder class idiom
private static class Holder {
static final Singleton INSTANCE = new Singleton();
}
public static Singleton getInstance() {
return Holder.INSTANCE;
}
// ❌ Potential deadlock
// Thread 1: lock(A) -> lock(B)
// Thread 2: lock(B) -> lock(A)
public void transfer(Account from, Account to, int amount) {
synchronized (from) {
synchronized (to) {
// Transfer logic
}
}
}
// ✅ Consistent lock ordering
public void transfer(Account from, Account to, int amount) {
Account first = from.getId() < to.getId() ? from : to;
Account second = from.getId() < to.getId() ? to : from;
synchronized (first) {
synchronized (second) {
// Transfer logic
}
}
}
| Use Case | Wrong | Right |
|---|---|---|
| Concurrent reads/writes | HashMap | ConcurrentHashMap |
| Frequent iteration | ConcurrentHashMap | CopyOnWriteArrayList |
| Producer-consumer | ArrayList | BlockingQueue |
| Sorted concurrent | TreeMap | ConcurrentSkipListMap |
// ❌ Non-atomic compound operation
if (!map.containsKey(key)) {
map.put(key, value);
}
// ✅ Atomic
map.putIfAbsent(key, value);
map.computeIfAbsent(key, k -> createValue());
// ❌ Nested compute can deadlock
map.compute(key1, (k, v) -> {
return map.compute(key2, ...); // Deadlock risk!
});
synchronized calling external/unknown code (deadlock risk)volatile present for double-checked lockingConcurrentHashMap.compute() doesn't call other map operationsExecutorService properly shut downLock.unlock() in finally blockvolatile usage justified# Find synchronized blocks
grep -rn "synchronized" --include="*.java"
# Find @Async methods
grep -rn "@Async" --include="*.java"
# Find volatile fields
grep -rn "volatile" --include="*.java"
# Find thread pool creation
grep -rn "Executors\.\|ThreadPoolExecutor\|ExecutorService" --include="*.java"
# Find CompletableFuture without error handling
grep -rn "CompletableFuture\." --include="*.java" | grep -v "exceptionally\|handle\|whenComplete"
# Find ThreadLocal (consider ScopedValue in Java 21+)
grep -rn "ThreadLocal" --include="*.java"
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Review REST API contracts for HTTP semantics, versioning, backward compatibility, and response consistency. Use when user asks "review API", "check endpoints", "REST review", or before releasing API changes.
中文简介正在准备中。当前显示原文说明。
Analyze Java project architecture at macro level - package structure, module boundaries, dependency direction, and layering. Use when user asks "review architecture", "check structure", "package organization", or when evaluating if a codebase follows clean architecture principles.
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Generate changelogs from git commits. Use when user says "generate changelog", "update changelog", "what changed since last release", or before preparing a new release.
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Clean Code principles (DRY, KISS, YAGNI), naming, function design and readability. Use when code is hard to read, with long methods, unclear names, duplication or deep nesting. For how responsibilities are split across classes and which way dependencies point, use solid-principles instead.
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Common design patterns with Java examples (Factory, Builder, Strategy, Observer, Decorator, etc.). Use when user asks "implement pattern", "use factory", "strategy pattern", or when designing extensible components.
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Generate conventional commit messages for Java projects. Use when user says "commit", "create commit", "commit changes", or after completing code changes that need to be committed.
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