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Production-ready Go microservices patterns including Gin, Echo, gRPC, clean architecture, dependency injection, error handling, middleware, testing, Docker containerization, Kubernetes deployment, distributed tracing, observability with Prometheus, high-performance APIs, concurrent processing, database integration with GORM, Redis caching, message queues, and cloud-native best practices.
Complete guide to implementing Service Objects in Ruby on Rails applications. Use this skill when creating business logic services, organizing service namespaces, handling service results, and designing service interfaces for complex operations.
Clean Architecture principles for maintainable, testable applications. Use when designing application structure or refactoring.
錯誤處理與 Result Pattern 技能，協助開發者實作統一的錯誤處理機制，包含 Result Pattern 應用、Failure 物件建立與分層錯誤處理策略。
Design deterministic state machines that remain correct under concurrent rendering and re-entrancy.
Foundational Erlang patterns covering OTP behaviors, fault-tolerant systems, distributed computing, pattern matching, processes, and supervision trees. Use when writing Erlang code, building concurrent systems, working with OTP frameworks, or developing distributed fault-tolerant applications. This is the entry point for Erlang development.
Query code architecture using README_AI.md index files. Use when user asks about project structure, where features are implemented, how modules work, or wants to understand codebase architecture. Triggered by questions like "what does this do", "where is X implemented", "how does module Y work".
Scala-specific library development patterns. Use when creating Scala libraries, designing public APIs with immutability, configuring sbt/Mill build tools, managing cross-Scala version builds, publishing to Maven Central, and writing ScalaDoc. Extends lang-scala-dev with library-specific tooling and patterns.
Container debugging and troubleshooting techniques for production issues
Callback + Context Pattern (C-Specific) pattern for C development
Core Data persistence patterns for iOS/tvOS including NSPersistentContainer, fetch requests, relationships, and SwiftUI integration
Railway deployment, CI/CD workflows, GitHub Actions, and smoke tests. Handles Railway configuration, GitHub Actions workflows, deployment automation, and health checks. Use when working with deployment, CI configuration, Railway setup, or infrastructure automation, or when user mentions Railway environments, GitHub Actions, deployment issues, CI failures, "Build failed" errors, smoke test errors, CI/CD pipelines, Docker configuration, or devops workflows.
Expert-level IoT systems, embedded devices, edge computing, and IoT protocols
Chaos engineering and fault injection patterns for testing system resilience, failure recovery, and graceful degradation
Orchestrator skill for creating a complete CRUD resource with all layers. Use when creating a new domain entity like notes, users, or courses from scratch. Triggers on "create resource", "new entity", "add crud for".
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use during clear 'mechanical' processes
ABP Framework domain layer patterns including entities, aggregates, repositories, domain services, and data seeding. Use when: (1) creating entities with proper base classes, (2) implementing custom repositories, (3) writing domain services, (4) seeding data.
The complete Arcanean Design System - cosmic visual language, academy themes, component patterns, and design tokens for magical interfaces
Use this skill when working with Athena Framework for Crystal. Athena is a modular ecosystem of independent, reusable components including: Framework (ATH) for web apps, DependencyInjection (ADI) for IoC containers, Routing (ART) for HTTP routing, Serializer (ASR) for object serialization, Validator (AVD) for validation, Console (ACON) for CLI tools, EventDispatcher (AED) for event-driven architecture, and more. Use for building Crystal web applications, REST APIs, CLI tools, or integrating individual components.
