Evaluate system architecture, module boundaries, coupling, cohesion, and scalability patterns. Use when planning new features, reviewing system design, assessing technical debt at a systemic level, or when the codebase feels tangled.
Advanced WebSocket patterns for real-time bidirectional communication in web applications.
Coroutine usage guardrails for Kotlin backend reviewers
Es un motor de gestiรณn de versiones que transforma cambios de cรณdigo complejos en un historial atรณmico y semรกntico mediante la disecciรณn de fragmentos (hunks) y el cumplimiento estricto de Conventional Commits en espaรฑol. Esta skill debe activarse de forma automรกtica siempre que el usuario solicite en estos contextos "guardar cambios", "hacer commit", "finalizar una tarea" o "guardar avances"
Create a C# server-side simulation service following the Plugin/IEventAdapter pattern with configuration, pulse updates, and entity management. Use when creating new simulations, scenario generators, or test data providers for {{projectName}} HMI server.
Chuyรชn gia Flutter vแปi kiแบฟn thแปฉc sรขu vแป Clean Architecture, Performance vร Modern Dart 3
Guide for implementing code following the noop function-first, layered architecture. Use when writing handlers, services, database operations, or middleware. Automatically invoked when working on noop-based projects.
Comprehensive documentation on the architecture, implementation, and styling of the Lumina Oracles blog/article system. Covers SSG, search algorithms, SEO, and UI components.
Java programming language patterns, object-oriented design, and enterprise
Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory pathway analysis, global compliance coordination, and cross-functional team leadership. Use for regulatory strategy development, submission planning, regulatory risk assessment, and team coordination activities.
Ensure code follows DDD architecture and DAL separation for both frontend and backend. Triggers: DDD, arch, ๆถๆง, ๆฐๅ่ฝ, ๆฐๆจก็ต, new feature, scaffold, ้ชจๆถ, domain, layer, ๅๅฑค, structure, ็ตๆง, backend, frontend, React, Vue, Python, TypeScript, ๅ็ซฏ, ๅพ็ซฏ, component, ๅ ไปถ.
๋ ์ด์ด ์ํคํ ํธ. ๊ธฐ๋ฅ์ ํฅ์ฌ๊ณ ๋ ๋ ์ด์ด์ ๋งคํ. ๊ธฐ์กด ์ฝ๋ ์ํฅ๋ ๋ถ์. ์์ vs ์ ๊ท ํ๋จ (TDD vs Doc-Driven ๋ถ๊ธฐ). Serena MCP ๊ฒ์ ํ์ฉ. /plan ๋ช ๋ น ์ ์๋ ํ์ฑํ. ๊ตฌํ ์์ ๋ฐ ์ ๋ต ๊ฒฐ์ .
Expert Golang senior/lead developer dengan 20+ tahun pengalaman. Gunakan skill ini ketika bekerja dengan Go/Golang projects untuk membuat kode clean, maintainable, scalable, struktur folder production-grade, Docker containerization, debugging, mendeteksi celah crash/bug/race condition, code review standar senior engineer, testing strategies, performance optimization, dan library selection battle-tested. Trigger keywords include golang, go, docker, microservice, api, backend, clean code, refactor, debugging.
API versioning strategies including URL-based, header-based, and breaking change management
Autonomous two-phase codebase exploration - first discovers natural perspectives (layers, components, boundaries), then dispatches adaptive deep-dive explorers based on what was discovered. Synthesizes findings into actionable insights.
Use when designing system architecture, making high-level technical decisions, or planning major system changes. Focuses on structure, patterns, and long-term strategy.
Use when writing, modifying, or reviewing Java code - applies SOLID principles, clean code practices, minimal documentation, and pragmatic abstraction to create maintainable Java applications
Create and modify domain entities following DDD principles with proper encapsulation, validation, and identity management. - Creating new domain entities - Modifying existing entities - Adding business methods to entities - Refactoring anemic models to rich domain models - Implementing entity validation
Multi-module ๊ตฌ์กฐ ์ค๊ณ, Gradle ์ค์ , Version Catalog, ์์กด์ฑ ๊ด๋ฆฌ. ํฅ์ฌ๊ณ ๋ ์ํคํ ์ฒ ๋ชจ๋ ๋ถ๋ฆฌ. Domain ์ธ๋ถ ์์กด์ฑ ๊ธ์ง, ์ํ ์์กด์ฑ ๊ธ์ง. QA ๋๊ตฌ (Checkstyle, SpotBugs, PMD, JaCoCo) ์ค์ .
Aurora CQRS Architecture Reference - Understanding the CQRS structure, component relationships, editable zones, and data flow in Aurora/NestJS projects. Trigger: When needing to understand CQRS architecture, component structure, or editable zones.
.NET Software Engineer persona using TDD and Domain Driven Design
Validate hexagonal architecture (Domain, Application, Infrastructure, Presentation). Use when creating new files in src/, reorganizing code, or when the user requests architecture validation.
Senior expertise in Gravito Clean Architecture. Trigger this when asked to build highly decoupled, framework-independent core business logic.
