skills/java-springboot/SKILL.md
Get best practices for developing applications with Spring Boot.
npx skillsauth add jyjeanne/ai-setup-forge java-springbootInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Your goal is to help me write high-quality Spring Boot applications by following established best practices.
pom.xml) or Gradle (build.gradle) for dependency management.spring-boot-starter-web, spring-boot-starter-data-jpa) to simplify dependency management.com.example.app.order, com.example.app.user) rather than by layer (e.g., com.example.app.controller, com.example.app.service).private final.@Component, @Service, @Repository, and @Controller/@RestController annotations appropriately to define beans.application.yml (or application.properties) for configuration. YAML is often preferred for its readability and hierarchical structure.@ConfigurationProperties to bind configuration to strongly-typed Java objects.application-dev.yml, application-prod.yml) to manage environment-specific configurations.@Valid, @NotNull, @Size) on DTOs to validate request payloads.@ControllerAdvice and @ExceptionHandler to provide consistent error responses.@Service classes.@Transactional on service methods to manage database transactions declaratively. Apply it at the most granular level necessary.JpaRepository or CrudRepository for standard database operations.@Query or the JPA Criteria API.private static final Logger logger = LoggerFactory.getLogger(MyClass.class);logger.info("Processing user {}...", userId);) instead of string concatenation to improve performance.@SpringBootTest for integration tests that load the Spring application context.@WebMvcTest (for controllers) or @DataJpaTest (for repositories) to test specific parts of the application in isolation.development
Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic component placements, draw breadboard diagrams, mockup 6502 builds, generate retro computer schematics, or design vintage electronics projects. Supports 555 timers, W65C02S microprocessors, 28C256 EEPROMs, W65C22 VIA chips, 7400-series logic gates, LEDs, resistors, capacitors, switches, buttons, crystals, and wires.
development
Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables. Use when the user mentions "Lean UX", "design hypothesis", "UX experiment", "collaborative design", or "outcome over output". Covers hypothesis statements, MVPs for UX, and cross-functional collaboration. For Build-Measure-Learn, see lean-startup. For usability audits, see ux-heuristics.
development
Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity metrics", or "test assumptions". Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done.
tools
Instrument, trace, evaluate, and monitor LLM applications and AI agents with LangSmith. Use when setting up observability for LLM pipelines, running offline or online evaluations, managing prompts in the Prompt Hub, creating datasets for regression testing, or deploying agent servers. Triggers on: langsmith, langchain tracing, llm tracing, llm observability, llm evaluation, trace llm calls, @traceable, wrap_openai, langsmith evaluate, langsmith dataset, langsmith feedback, langsmith prompt hub, langsmith project, llm monitoring, llm debugging, llm quality, openevals, langsmith cli, langsmith experiment, annotate llm, llm judge.