ai-observability
Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and…
Use when organizing or verifying a modular Spring Boot monolith with Spring Modulith, including module APIs, dependency rules and reliable module events. Do not restructure an application into modules for an unrelated endpoint change.
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Use when organizing or verifying a modular Spring Boot monolith with Spring Modulith, including module APIs, dependency rules and reliable module events. Do not restructure an application into modules for an unrelated endpoint change.
name: spring-modulith description: > Use when organizing or verifying a modular Spring Boot monolith with Spring Modulith, including module APIs, dependency rules and reliable module events. Do not restructure an application into modules for an unrelated endpoint change.
Use the Spring Modulith 1.4 line with Boot 3.5; check the official compatibility matrix for older Boot 3 minors.
Inspect the application root package, module boundaries and current dependency graph. Use direct subpackages as modules; keep their API at the module root and implementation in internal subpackages. Expose a named interface only for an intentional shared API. Use allowedDependencies when the architecture needs explicit dependency constraints. Avoid creating a generic shared module that every feature depends on.
Add spring-modulith-starter-test with test scope and run ApplicationModules.of(Application.class).verify() in CI. It checks cycles and access to module internals. Add ApplicationModuleTest for behavior confined to a module. A passing structure check does not prove transactional or delivery correctness.
See [good module verification](examples/good-module-test.java) and [bad cross-module dependency](examples/bad-module-dependency.java).
Publish immutable event payloads containing IDs and necessary facts, not managed JPA entities. Use ApplicationModuleListener for asynchronous transactional listeners when that timing fits. For delivery that must survive a process crash, configure a persistent event publication registry using the chosen JDBC/JPA starter and manage its schema through migrations. An in-memory registry and a plain after-commit callback are not durable delivery.
Make handlers idempotent: a crash after the business effect but before recording completion can cause redelivery. Define retry/republication and retention explicitly, and test failed listeners and application restarts. For external brokers, use supported event externalization with persistent publication tracking; do not promise end-to-end exactly-once processing.
Production-grade Claude Code and Codex skills for Spring Boot developers
Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and…
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