moai-context7-lang-integration
Enterprise-grade Context7 MCP integration patterns for language-specific documentation access with real-time library resolution and intelligent caching
Enterprise-grade Context7 MCP integration patterns for language-specific documentation access with real-time library resolution and intelligent caching
Senior Engineer protocols for test-first development, pragmatic verification, and robust coding standards
Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Project Loom, and cloud-native patterns. Use PROACTIVELY for Java development, microservices architecture, or performance optimization.
Comprehensive best practices for adopting new Java 25 features since the release of Java 21. Triggers on: ['*']
Expert en développement front-end moderne - HTML, CSS, JavaScript, TypeScript, frameworks, testing, performance et tooling
dataverse-python-modules guidelines Triggers on: **
Use when coding or reviewing the Moqui-based Darpan component to follow local conventions, documentation practices, and verification steps; keep work inside runtime/component/darpan/** and apply both AGENTS files.
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment, inference optimization, or production ML infrastructure.
Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment,
Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use PROACTIVELY for C# refactoring, performance optimization, or complex .NET solutions.
Details Paraglide.js i18n implementations.
Implement features as a Principal Engineering Developer
Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practices. Enforces TDD best practices across teams with AI-assisted testing and modern frameworks. Use PROACTIVELY for TDD implementation and governance. Use when: the task directly matches tdd orchestrator responsibilities within plugin backend-development. Do not use when: a more specific framework or task-focused skill is clearly a better match.
Kotlin 2.0+ development specialist covering Ktor, coroutines, Compose Multiplatform, and Kotlin-idiomatic patterns. Use when building Kotlin server apps, Android apps, or multiplatform projects.
Triton kernel optimization guide for Ascend NPU (910B/910C). Use when writing or optimizing Triton kernels targeting NPU backend, including GEMM, attention, normalization, or any compute-intensive kernel. Covers hardware constraints, proven optimization patterns, compiler flags, tile tuning, and known pitfalls specific to the ttx backend with Ascend SoCs.
Deliver production-quality Python solutions with framework-aware patterns and tests.
Best practices for JavaScript/TypeScript development including modern ES6+ patterns, error handling, and performance optimization.
Optimize command outputs with RTK (Rust Token Killer) for 70% token reduction
Modern Python 3.12+ development with uv, ruff, and production-ready practices. Routes to specialized skills for frameworks and testing.
UniTask library expert specializing in allocation-free async/await patterns, coroutine migration, and Unity-optimized asynchronous programming. Masters UniTask performance optimizations, cancellation handling, and memory-efficient async operations. Use PROACTIVELY for UniTask implementation, async optimization, or coroutine replacement.