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Event-Driven Architecture patterns for Spring Boot using domain events, transactional listeners, and Kafka messaging. \n \n Covers domain event design, ApplicationEventPublisher i…
Isolated unit testing patterns for Spring service layer using Mockito and JUnit 5. \n \n Covers mocking injected dependencies, verifying service interactions, and testing business…
Constructor-first dependency injection patterns for Spring Boot with optional collaborator handling and bean selection strategies. \n \n Prioritizes constructor injection to keep…
Optimal chunking strategies for RAG systems and document processing pipelines. \n \n Five strategy levels from fixed-size to advanced methods (late chunking, contextual retrieval)…
Build MCP servers with Spring AI using declarative tools, prompt templates, and native Spring integration patterns. \n \n Exposes Spring components as AI-callable tools via @Tool…
Feature-aligned CRUD services for Spring Boot 3 with layered architecture and Spring Data JPA. \n \n Establishes feature packages with domain, application, presentation, and infra…
Generates a fully configured Spring Boot project from scratch using the Spring Initializr API. The skill walks the user through selecting project parameters, choosing an architect…
Systematic JUnit 5 patterns for testing numeric limits, null/empty cases, and edge conditions. \n \n Covers numeric boundaries (Integer.MIN_VALUE, MAX_VALUE, zero), string edge ca…
Comprehensive NestJS framework patterns with Drizzle ORM integration for building scalable APIs. \n \n Covers core NestJS concepts: modules, controllers, services, dependency inje…
Generates comprehensive TypeScript documentation with JSDoc, TypeDoc, and multi-layered patterns for different audiences. \n \n Supports framework-specific documentation for NestJ…
