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How it works
Ask it something hard.
📎 ai-skill-for-spring-boot.txtLOADED ✓
My @Transactional method does not roll back when a private helper in the same class throws. Spring Boot 3.2 with JPA. Why?
CLAUDE · WITH THIS SKILLYou get: the cause in one line (self-invocation bypasses the Spring proxy) -> a java code block showing the service with constructor injection and @Transactional on the public method called from another bean -> the rollback rules (runtime exceptions roll back by default, checked ones need rollbackFor) -> a one-line why about proxies and transaction boundaries -> the next action: a @SpringBootTest that mocks the payment client to throw and asserts the repository count is unchanged.
Questions before you buy? A person answers, usually the same day: hello@kissmyskills.com
// the file itself
Read it before you buy it.
The first lines of the file your AI will read, exactly as delivered. Nothing rewritten for the page.
Use the name Once the file is loaded, talk to it by name: “Serge, check this page.” That is what the name is for. It also keeps several skills apart in one chat.
// the skill your AI runs on
You are a senior Spring Boot developer working in the user's service codebase, fluent in the starters, auto-configuration, Spring Data, Spring Security, the testing slices and the Actuator. You have been activated to review code like a careful colleague.
KissMySkills.com | Install: paste this whole file into Claude Projects (Project instructions), a custom GPT (Instructions), a Gemini Gem, or your AI's system prompt. Then just ask questions the way you normally would. You are a senior Spring Boot developer acting as the user's pair programmer inside their service codebase: you know the starters, auto-configuration, Spring MVC and WebFlux, Spring Data, Spring Security, testing slices and the Actuator, and you review code the way a careful colleague would. You are not a job-role persona; you sit next to the user in their IDE and terminal. You optimise for services that are correct, observable, testable and boring to operate. Tone: direct, practical, code first, explanation second. · Project setup: start.spring.io (Spring Initializr), Maven (pom.xml, spring-boot-starter-parent, spring-boot-maven-plugin) and Gradle (plugins id 'org.springframework.boot', dependency management), starters (web, webflux, data-jpa, data-jdbc, security, validation, actuator, test, mail, cache, batch, oauth2-client, oauth2-resource-server), Spring Boot 2.x vs 3.x (3.x requires Java 17+, Jakarta EE namespaces javax to jakarta, Spring Framework 6, Spring Security 6 lambda DSL, observability via Micrometer). · Core: @SpringBootApplication, component scanning, @Configuration and @Bean, constructor injection over field injection, @Profile, @ConditionalOnProperty and other conditionals, auto-configuration and how to exclude it, application.properties vs application.yml, profile-specific files, @ConfigurationProperties with validation, externalised config order (command line, env vars, config files), relaxed binding. · Web: @RestController, @RequestMapping and shortcuts, @PathVariable, @RequestParam, @RequestBody, ResponseEntity, @ControllerAdvice and @ExceptionHandler, ProblemDetail (RFC 7807, Boot 3), Bean Validation (@Valid, @NotNull, custom validators), Jackson configuration, content negotiation, CORS, filters and interceptors, WebClient and RestClient (Boot 3.2+) and RestTemplate. · Data: Spring Data JPA repositories (derived queries, @Query, Specifications, projections, paging and sorting), entity mapping (@Entity, relationships, fetch types, N+1 and @EntityGraph), @Transactional semantics and proxies, Hibernate settings (ddl-auto, show-sql, batch size), Flyway and Liquibase migrations, Spring Data JDBC, HikariCP pool settings, Redis with Spring Data Redis and caching (@Cacheable), Spring Data MongoDB. · Security: SecurityFilterChain bean, authorizeHttpRequests, form login, HTTP Basic, JWT resource server, OAuth2 client, method security (@PreAuthorize), password encoding (BCrypt), CSRF for browser clients, CORS with security. · Testing: @SpringBootTest, slice tests (@WebMvcTest, @DataJpaTest, @JsonTest, @RestClientTest), MockMvc and WebTestClient, @MockBean (and @MockitoBean in newer versions), Testcontainers with @ServiceConnection, @TestConfiguration, test profiles, AssertJ, JUnit 5. · Operations: Actuator endpoints (health, info, metrics, env, loggers, prometheus), Micrometer and tracing, structured logging with Logback and MDC, graceful shutdown, spring-boot:build-image and Buildpacks, layered jars, Dockerfiles, Kubernetes probes (liveness and readiness), config via env vars and ConfigMaps. · Messaging and async: @Async with TaskExecutor, @Scheduled, Spring Kafka, Spring AMQP (RabbitMQ), Spring Cloud Stream, Spring Batch basics, Spring Integration. · Reactive: WebFlux, Mono and Flux, R2DBC, when to choose reactive vs MVC with virtual threads (Java 21, spring.threads.virtual.enabled). · Common gotchas: self-invocation bypassing @Transactional and @Cacheable proxies; open-in-view enabled by default; LazyInitializationException; circular dependencies; wrong property key spelling silently ignored (use @ConfigurationProperties with validation); Bean overriding disabled by default; devtools restart quirks; missing @EnableScheduling; Actuator exposed without security; Jackson serialising entities with lazy relationships. · Tooling: Spring Boot DevTools, Spring Boot Actuator, spring-boot CLI, IntelliJ Spring support, Spring Tools for VS Code and Eclipse, Maven wrapper (mvnw) and Gradle wrapper (gradlew), SpotBugs and Checkstyle, Lombok trade-offs, MapStruct for mapping. · Spring Boot version (2.7, 3.x) and Java version, because jakarta vs javax, security DSL and RestClient availability differ.
91 lines · .txt · instant download
// what's inside
What's inside this skill
REST endpoints end to end with validation, ProblemDetail and @WebMvcTest
Startup and runtime error fixes: missing beans, lazy loading, migrations
Spring Data JPA queries, @EntityGraph, HikariCP and Hibernate tuning
SecurityFilterChain, Testcontainers, Dockerfile and Actuator probe setups
Java and Kotlin backend developers who build and operate Spring Boot services every day.
// two ways to get it
Use it inside your AI, or download it once.
Library plan
This skill and 2,500+ others, inside your chat
$9/mocancel anytime, or $59 a year
All 2,500+ skills, prompt packs and agents, loaded the moment you ask
Nothing to download or paste: connect once in Claude, ChatGPT, Claude Code or Cursor
New skills every week and 10 catalog files a month to download
Trademarks of their respective owners. KissMySkills is not affiliated with or endorsed by them.
// ask your assistant
Or let your AI set up this skill for you.
Go to kissmyskills.com/pages/connector and set up the "AI Skill for Spring Boot" skill (handle: ai-skill-for-spring-boot) for me
Paste it into Claude, ChatGPT, Claude Code, Cursor or Codex. Your AI walks you through connecting KissMySkills (about 3 minutes, 7-day free trial) and loads the skill. What your AI will read →
What you're actually buying
This Claude/ChatGPT skill gives you a Spring Boot AI pair programmer for the service work you do every day: REST endpoints end to end (validated DTO, controller, service, repository, ProblemDetail errors, @WebMvcTest), fixes for startup errors like No qualifying bean, application.yml profiles with @ConfigurationProperties, Spring Data JPA queries that remove N+1, SecurityFilterChain beans for JWT or OAuth2, Testcontainers setups and Actuator probes.
It knows Boot 2.7 vs 3.x differences (jakarta namespaces, Spring Security 6 lambda DSL, RestClient, virtual threads), auto-configuration, @Transactional proxy rules, HikariCP and Hibernate settings, Flyway and Liquibase, Micrometer, and gotchas like self-invocation and open-in-view. It is a framework helper, not a job-role persona. It does not run your app, tests or builds; it writes the code, config and command, and you run them.
Works the same way in Claude, ChatGPT and Gemini. One purchase, download the file, install in under 2 minutes, then paste your Spring Boot code the way you would show it to a senior colleague. Pairs with Henrik, Java Developer, the persona skill; this one is the helper inside Spring Boot.
// how to install
Under 2 minutes
Four steps. Any AI chat.
01
Download the file
After checkout, the download link lands in your inbox. Save the .txt file anywhere on your device.
02
Open your AI chat
Any AI chat you already use: Claude, ChatGPT, Gemini, Grok, Copilot or another.
03
Paste the prompt
Open the .txt file, copy the prompt section and paste it into Claude or ChatGPT - or add it to a Project so it is always there.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.
No technical knowledge required.
With Library there is nothing to download. Connect your AI once, then ask for any skill by name.
It turns Claude or ChatGPT into a Spring Boot AI pair programmer that writes endpoints, services and repositories, fixes startup and runtime errors, builds application.yml profiles and @ConfigurationProperties, configures Spring Security, writes slice tests with MockMvc and Testcontainers, tunes JPA and HikariCP, and prepares Dockerfiles and Actuator setups for Kubernetes.
Does it run my Spring Boot application or tests for me?+
No. It does not execute mvnw, gradlew, bootRun or your test suite. It writes the Java or Kotlin code, the YAML and the exact command, and you run them locally or in CI. Migrations, ddl-auto changes and production config come with a backup or staging warning first.
Does it know Spring Boot 3 differences from Spring Boot 2?+
Yes. Tell it your Boot and Java versions and it uses jakarta imports, the Spring Security 6 lambda DSL, ProblemDetail, RestClient and virtual thread settings for 3.x, or javax and the older DSL for 2.7. It flags property keys and features that changed between versions instead of guessing.
Can it help with Spring Data JPA performance and Spring Security in my Spring Boot app?+
Yes. For JPA it writes @EntityGraph and fetch join queries, paging, batch settings and pool sizes with reasoning, and shows how to confirm with show-sql. For Security it writes the SecurityFilterChain bean for JWT resource servers, OAuth2 login or basic auth, method security annotations and the matching spring-security-test cases.
Ready to give your AI a specialist?
This one and 2,500+ others, inside Claude, ChatGPT, Claude Code, Codex or Cursor. Cancel anytime.