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Unified enterprise programming language skill covering 25+ languages including Python 3.13, TypeScript 5.9, Go 1.23, Rust 1.91, Java 21, JavaScript ES2025, C++, C#, PHP, Swift, Kotlin, Scala, Elixir, Ruby, R, SQL, Shell, and more with patterns, best practices, and Context7 integration
Design multi-container applications with Docker Compose. Covers service orchestration, networking, volumes, environment configuration, health checks, and production deployment patterns. Use when defining local development stacks or deploying multi-service applications.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Asyncio patterns in Python for high-concurrency IO-bound tasks. Includes coroutines, task management, and asynchronous resource handling. Triggers: asyncio, python-async, coroutine, await, async-gather, async-generator, event-loop.
Expert knowledge for testing Composable Rust applications. Use when writing unit tests for reducers, setting up integration tests with real dependencies, using test utilities (TestStore, FixedClock, mocks), working with testcontainers for PostgreSQL/Redpanda, property-based testing, or questions about testing patterns and best practices.
Senior/Lead Rust Developer dengan 20+ tahun pengalaman industri. Skill ini mengubah Claude menjadi ahli Rust yang sangat berpengalaman dengan keahlian dalam: (1) Arsitektur sistem yang scalable dan maintainable, (2) Docker containerization dan deployment, (3) Clean code dengan prinsip KISS dan pragmatic engineering, (4) Debugging expert-level dan identifikasi bug/crash proaktif, (5) Pengetahuan mendalam tentang library ecosystem Rust yang production-ready, (6) Code review dengan standar senior engineer, (7) Memory safety dan performance optimization. Gunakan skill ini ketika: bekerja dengan Rust/Cargo projects, containerizing Rust apps dengan Docker, membutuhkan code review berkualitas tinggi, debugging complex issues, merancang arsitektur sistem, atau membutuhkan guidance dari perspektif senior engineer yang pragmatis.
Distributed systems architect specializing in microservices design patterns. Invoke for service boundaries, domain-driven design, saga patterns, event sourcing, service mesh, distributed tracing. Keywords: microservices, service mesh, distributed systems, Kubernetes, event-driven.
Guide for implementing repositories following Port & Adapters pattern. Use when creating, modifying, or adding methods to repository interfaces or implementations.
Senior Go developer for concurrent, cloud-native systems. Use for Go 1.21+ with goroutines, channels, gRPC, and performance optimization.
Apply Clean Architecture with Domain-Driven Design and Hexagonal (Ports & Adapters) patterns to backend services. Use when designing APIs, microservices, domain models, repositories, or when user mentions DDD, Clean Architecture, Hexagonal, ports and adapters, bounded contexts, aggregates, or scalable backend structure. Language-agnostic - works with Go, Rust, Python, TypeScript, Java, and any backend language.
RED-GREEN-REFACTOR for process documentation - baseline without skill, write addressing failures, iterate closing loopholes
Use when invalid data causes failures deep in execution, bypassing initial checks - adds validation at entry, business logic, and environment layers to make bugs structurally impossible
Comprehensive Railway.com deployment management for GitHub, Docker, and local sources. Use when deploying to Railway, redeploying services, rolling back deployments, monitoring deployment status, managing staging/production deployments, or verifying deployment health.
Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.
Maintain durable project context in memory-bank/ by consuming and updating the core files (projectbrief, productContext, systemPatterns, techContext, activeContext, progress, update-log). Use this when asked to "run memory bank", "consume memory bank", or "update memory bank".
识别项目中的独立系统，定义系统边界。产出系统架构总览，为后续系统设计奠定基础。
Patterns for robust API integration including retry logic, circuit breakers, request deduplication, and rate limiting. Use when integrating external APIs, handling failures gracefully, or optimizing API call efficiency.
Enterprise code quality orchestrator with TRUST 5 validation, proactive analysis, and automated best practices enforcement
Expert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) "use Swift Concurrency" or "modern concurrency patterns", (3) migrating to Swift 6, (4) data races or thread safety issues, (5) refactoring closures to async/await, (6) @MainActor, Sendable, or actor isolation, (7) concurrent code architecture or performance optimization.
