Use when writing acceptance criteria for a task - express each as an observable Given/When/Then that QA can execute, including negative cases
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Use when building or extending a Java service with Quarkus - layered architecture, JAX-RS resources, CDI beans, Panache persistence, and native-friendly patterns
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安装前可以查看交给 AI 代理的指令内容。
Quarkus is the default Java stack: fast startup, low memory, native-image friendly — the closest Java gets to Go's operational profile. Build services in clean layers so the framework stays at the edges and the domain stays plain Java.
Core principle: Framework annotations live at the boundaries (resources, repositories). The domain and services are plain classes you can unit-test without booting Quarkus.
| Layer | Responsibility | Quarkus surface |
|---|---|---|
| Resource | HTTP in/out, validation, status codes | @Path, JAX-RS (@GET/@POST), @Valid |
| Service | Use-case orchestration, business rules | @ApplicationScoped CDI bean, constructor-injected |
| Domain | Entities, value objects, invariants | plain Java, no annotations driving behavior |
| Repository | Persistence | Panache (PanacheRepository) or JPA |
Dependencies point inward: resource → service → domain; repository implements a port the service depends on. A resource never contains business logic; a service never touches RoutingContext or JAX-RS types.
public TaskService(TaskRepository repo). Constructor injection is testable without CDI and makes dependencies explicit.@NotNull, @Size(max=200)) + @Valid on the resource method — validate at the boundary, reject early.Uni/Multi without cause. A blocking-I/O-heavy endpoint on Java 21+ may run on a virtual thread instead (@RunOnVirtualThread) rather than going reactive.@ConfigProperty from application.properties/env — never hardcode. Group related settings with @ConfigMapping instead of a pile of individual @ConfigProperty fields.@ServerExceptionMapper, returning RestResponse<ProblemDto> (or the repo's equivalent) — not a try/catch per resource method (api-design-conventions has the shape).quarkus.datasource.jdbc.url is set — don't hand-wire a local Postgres for local iteration unless the repo has opted out.quarkus.hibernate-orm.schema-management.strategy=none (or validate); this property was renamed from quarkus.hibernate-orm.database.generation in 3.23 — use the current name unless the repo is pinned to an older Quarkus.POST /tasks creating a task:
// resource (boundary)
@Path("/tasks")
public class TaskResource {
private final TaskService service;
public TaskResource(TaskService service) { this.service = service; }
@POST
public Response create(@Valid CreateTaskRequest req) {
Task t = service.create(req.title());
return Response.status(201).entity(TaskResponse.from(t)).build();
}
}
// service (plain, unit-testable without Quarkus)
@ApplicationScoped
public class TaskService {
private final TaskRepository repo;
public TaskService(TaskRepository repo) { this.repo = repo; }
@Transactional
public Task create(String title) {
Task t = Task.create(title); // domain enforces the <=200 invariant
repo.persist(t);
return t;
}
}
CreateTaskRequest is a record with @Size(max=200) String title. The <=200 invariant is ALSO enforced in Task.create so the rule holds even when called from a non-HTTP path.
@Inject on a field) — breaks plain unit testing.@Transactional on the resource instead of the service.还没有评价。欢迎分享你的使用感受。
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Use when writing acceptance criteria for a task - express each as an observable Given/When/Then that QA can execute, including negative cases
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Use when the diff adds or changes an endpoint, resolver, RPC, job or query that takes an object id, a role check, a request binding or a tenant filter - BOLA/IDOR, function-level authorization, mass assignment and tenant scoping
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Use on every UI change - semantic HTML, labels for controls, keyboard-navigable dialogs/menus, visible focus, and never color as the only signal
中文简介正在准备中。当前显示原文说明。
Use when a task changes any screen, form, dialog, menu or control - Lighthouse/axe scan of the changed screens, a keyboard walk, and the thresholds that fail a task
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How to work a task returned with review, QA or UAT findings. Use when a task is in need_revision or PR review comments are in your context.
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Use when the repository keeps its alerting in code, or a person asks for alerts outside TaskTrooper - PrometheusRule YAML, a Cloud Monitoring alert policy in Terraform, a Datadog monitor, each routed to TaskTrooper's alert ingest URL so it opens an incident here
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