Every skill and every agent

Turns a request into one use case: its boundary, flow and canonical names.

Models the aggregate, its invariants, ports and events from the use case.

Designs the HTTP contract: endpoints, DTOs, error map, pagination, idempotency and versioning.

Designs the GraphQL adapter: schema, inputs and payloads, connections, batch loads and the error map.

Designs who may call what: the mechanism, authorities, the filter chain and the failure responses.

Designs the outbound HTTP adapter: client, pool, timeouts, retry, resilience and outbound authentication.

Designs the AI ports: the model or vector store, prompts, the answer type, data sent and failure families.

Designs the search index as a rebuildable projection: mapping, queries, writes, rebuild and lag.

Designs the Kafka adapters: topic, partition key, delivery, consumer idempotency, retry and DLQ.

Designs the scheduled and background jobs: technology, coordination across instances and execution guarantees.

Designs how the aggregate reaches disk and comes back: schema, mapping, adapters and migrations.

Designs the application cache as a decorator of a port: keys, provider, expiry, invalidation and failure.

Designs the tests: what is tested at which level, the data, the doubles and the coverage gaps.

Offers to commit and push the project, behind two explicit confirmations.

Runs the interview of a project's first generation in the main session, then hands the whole generation to one agent.

Turns a new directory next to nerviz into a Spring Boot project from a blueprint: Initializr base, boundaries, hooks and a green build.

Decides where TLS terminates, at the edge or in the embedded Tomcat, and writes the matching configuration and the test that proves it.

Wires the project to a SonarQube server: the scanner in the build file, and a CI step or a local container.

Owns docker-compose.yml and the Dockerfile: adds the services a project or a use case needs.