Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
中文简介正在准备中。当前显示原文说明。
Use when you need to apply Java concurrency best practices — including thread safety fundamentals, ExecutorService thread pool management, concurrent design patterns like Producer-Consumer, asynchronous programming with CompletableFuture, immutability and safe publication, deadlock avoidance, virtual threads and structured concurrency, scoped values, backpressure, cancellation discipline, and observability for concurrent systems. Part of the skills-for-java project
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。
Identify and apply Java concurrency best practices to improve thread safety, scalability, and maintainability by using modern java.util.concurrent utilities, virtual threads, and structured concurrency.
Core areas: Thread safety fundamentals (ConcurrentHashMap, AtomicInteger, ReentrantLock, ReadWriteLock, Java Memory Model), ExecutorService thread pool configuration (sizing, keep-alive, bounded queues, rejection policies, graceful shutdown), Producer-Consumer and Publish-Subscribe concurrent design patterns (BlockingQueue), CompletableFuture for non-blocking async composition (thenApply/thenCompose/exceptionally/orTimeout), immutability and safe publication (volatile, static initializers), lock contention and false-sharing performance optimization, virtual threads (Executors.newVirtualThreadPerTaskExecutor()) for I/O-bound scalability, StructuredTaskScope for lifecycle-scoped task management, ScopedValue over ThreadLocal for immutable cross-task data, cooperative cancellation and InterruptedException discipline, backpressure with bounded queues and CallerRunsPolicy, deadlock avoidance via global lock ordering and tryLock with timeouts, ForkJoin/parallel-stream discipline for CPU-bound work, virtual-thread pinning detection (JFR VirtualThreadPinned), thread naming and UncaughtExceptionHandler observability, and fit-for-purpose primitives (LongAdder, CopyOnWriteArrayList, StampedLock, Semaphore, CountDownLatch, Phaser).
Prerequisites: Run ./mvnw compile or mvn compile before applying any change. If compilation fails, stop immediately — compilation failure is a blocking condition that prevents any further processing.
Multi-step scope: Step 1 validates the project compiles. Step 2 analyzes existing concurrency patterns and categorizes issues by impact (CRITICAL, MAINTAINABILITY, PERFORMANCE, SCALABILITY). Step 3 applies thread safety fundamentals — replacing unsafe collections with java.util.concurrent equivalents and atomic classes. Step 4 refactors thread pool management to use properly configured ExecutorService instances with bounded queues and rejection policies. Step 5 implements concurrent design patterns (Producer-Consumer via BlockingQueue, Publish-Subscribe). Step 6 migrates asynchronous operations to CompletableFuture with proper chaining and timeout handling. Step 7 adopts modern Java concurrency features — virtual threads for I/O-bound tasks, StructuredTaskScope for related task groups, and ScopedValue instead of ThreadLocal. Step 8 enforces cancellation and interruption discipline — never swallowing InterruptedException, using Future.cancel(true), and preferring lockInterruptibly. Step 9 adds backpressure and overload protection — bounded queues, semaphores/bulkheads, and CallerRunsPolicy. Step 10 eliminates deadlock risks via lock ordering, minimized lock scope, and tryLock with timeouts. Step 11 adds observability — named threads, UncaughtExceptionHandler, JFR metrics, and structured logging. Step 12 runs ./mvnw clean verify to confirm all tests pass after changes.
Before applying changes: Read the reference for detailed good/bad examples, constraints, and safeguards for each concurrency pattern.
For detailed guidance, examples, and constraints, see references/125-java-concurrency.md.
还没有评价。欢迎分享你的使用感受。
无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。
还没有评论。来写第一条吧。
Master backend architectures, REST API design, microservices, and server-side development across multiple languages. Use this as a central index to access specialized sub-skills.
中文简介正在准备中。当前显示原文说明。
在每次回复中使用固定前缀并列出本次实际参考的指令/文件,便于校验是否遵循上下文与规则。
中文简介正在准备中。当前显示原文说明。
Automate 21risk tasks via Rube MCP (Composio). Always search tools first for current schemas.
中文简介正在准备中。当前显示原文说明。
Automate 2chat tasks via Rube MCP (Composio). Always search tools first for current schemas.
中文简介正在准备中。当前显示原文说明。
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
中文简介正在准备中。当前显示原文说明。
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.
中文简介正在准备中。当前显示原文说明。