Jvm orchestrator
Hub-and-spoke agent-skill clusters, one per stack (Astro·GSAP·Remotion, Tauri, …). Installable via skills.sh.
npx -y skills add Sheshiyer/skill-clusters --skill jvm-orchestratorAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Route a JVM task to the right skill among 16 specialists — Kotlin language/coroutines/Exposed/Ktor, Java coding standards, the Spring Boot stack (patterns, TDD, security, verification), the Quarkus stack (patterns, TDD, security, verification), JPA/Hibernate, and Compose Multiplatform UI. USE WHEN a user is building, testing, securing, or shipping a Kotlin or Java service but hasn't named the framework or the specific concern.
SKILL.md
5.3 KB, ~1.3k tokens by cl100k_base, as published. Nobody here has run it
JVM Orchestrator
The single entry skill for Kotlin/Java work on the JVM. It locates the task on the
language × framework × concern map and delegates to one of 16 specialist spokes. The
cross-cutting model every JVM project shares — the language choice (Kotlin vs Java), the
framework choice (Spring Boot vs Quarkus vs Ktor), the build/test toolchain, and the
patterns → TDD → security → verification lifecycle — lives in jvm-core; read it before
picking a stack or wiring persistence.
Cluster map (spoke → role)
Kotlin language & ecosystem
kotlin-patterns— idiomatic Kotlin: null safety, sealed types, DSL builders, conventions.kotlin-coroutines-flows— structured concurrency, Flow/StateFlow operators, error handling, testing.kotlin-exposed-patterns— JetBrains Exposed ORM: DSL/DAO queries, transactions, HikariCP, Flyway.kotlin-ktor-patterns— Ktor server: routing DSL, plugins, auth, Koin DI, kotlinx.serialization, WebSockets.kotlin-testing— Kotest, MockK, coroutine + property-based testing, Kover coverage (TDD-first).
Java language
java-coding-standards— naming, immutability, Optional, streams, exceptions, generics, CDI, layout.
Spring Boot stack (Java)
springboot-patterns— architecture, REST design, layered services, data access, caching, async.springboot-tdd— JUnit 5, Mockito, MockMvc, Testcontainers, JaCoCo — TDD loop.springboot-security— Spring Security: authn/authz, validation, CSRF, secrets, headers, rate limiting.springboot-verification— build → static analysis → tests+coverage → security scan → diff review.
Quarkus stack (Java)
quarkus-patterns— Quarkus 3.x LTS architecture, Camel messaging, CDI, Panache, async/event-driven.quarkus-tdd— JUnit 5, Mockito, REST Assured, Camel testing, JaCoCo — TDD loop.quarkus-security— JWT/OIDC, RBAC, validation, CSRF, secrets, dependency security.quarkus-verification— build → static analysis → tests+coverage → security scan → native compile → diff.
Shared persistence & UI
jpa-patterns— JPA/Hibernate entity design, relationships, query optimization, transactions, pooling.compose-multiplatform-patterns— Compose Multiplatform / Jetpack Compose: state, navigation, theming.
Routing rules by intent
- "Which stack / language?" unresolved → read
jvm-core§1 first, then route. - Kotlin app/service →
kotlin-patterns(+kotlin-coroutines-flowsfor async,kotlin-ktor-patternsfor a server,kotlin-exposed-patternsfor SQL,kotlin-testingfor tests). - Java service on Spring Boot →
java-coding-standards+springboot-patterns; addspringboot-tdd,springboot-security,springboot-verificationfor the lifecycle. - Java service on Quarkus (native/event-driven) →
java-coding-standards+quarkus-patterns; addquarkus-tdd,quarkus-security,quarkus-verification. - Persistence with JPA/Hibernate (Spring Boot or any JPA) →
jpa-patterns. Kotlin + Exposed instead →kotlin-exposed-patterns. - KMP / shared UI →
compose-multiplatform-patterns. - "Write the tests" / TDD → the
*-tdd(Spring/Quarkus) orkotlin-testingspoke for the chosen stack. - "Is it ready to ship?" → the matching
*-verificationspoke.
Standard flow
- Resolve language (Kotlin or Java) and framework (Spring Boot · Quarkus · Ktor · none) — pull the decision model from
jvm-core§1 if unstated. - Apply the language conventions spoke (
java-coding-standardsorkotlin-patterns). - Build the feature with the framework's
*-patternsspoke; layer persistence (jpa-patterns/kotlin-exposed-patterns) and concurrency (kotlin-coroutines-flows) as needed. - Drive it test-first with the matching
*-tdd/kotlin-testingspoke. - Harden with the matching
*-securityspoke. - Gate the release with the matching
*-verificationspoke. - Return: chosen language + framework, the spokes engaged, and the next action.
Guardrails
See jvm-core. In short: pick one stack per service and stay in its lane — don't mix
Spring Boot and Quarkus patterns in one module; keep Spring Security vs Quarkus Security
advice with their own framework. Tests come first (*-tdd / kotlin-testing), security is
not optional (*-security), and nothing ships until the matching *-verification loop is
green. Keep Kotlin null-safe and Java immutable-by-default; validate every external input.
Loading spokes on demand
To keep CLI startup context lean, this cluster's spokes are not separately registered as skills — only this orchestrator and its *-core are enumerated. When you route to a spoke named above, load it on demand by reading its file:
~/.agents/skill-clusters/skills/<spoke-name>/SKILL.md (or skills/<spoke-name>/SKILL.md inside the skill-clusters repo).
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.