Use this agent PROACTIVELY when you need to create, refine, or optimize Claude Code agent configurations. This includes designing new agents from scratch, improving existing agent system prompts, establishing agent interaction patterns, defining agent responsibilities and boundaries, or architecting multi-agent…
Use this agent PROACTIVELY when designing API architectures, defining contracts, planning integration patterns, making decisions about REST vs GraphQL, establishing authentication strategies, designing rate limiting systems, planning API versioning approaches, or creating OpenAPI specifications. Invoke for any API…
Use this agent PROACTIVELY when deploying applications to staging or QA environments. This includes running test suites before deployment, building production bundles, creating Docker images, pushing to container registries, deploying to Kubernetes staging namespaces, and running smoke tests. Invoke when someone says…
Use this agent PROACTIVELY when building REST API features with Django REST Framework. This includes creating serializers, viewsets, custom permissions, authentication backends, filtering and pagination, async views, Celery task integration, and PostgreSQL-optimized queries. Invoke for any Django REST Framework…
Use this agent PROACTIVELY when running Django database migrations. This includes checking pending migrations, creating database backups, previewing migration SQL, applying migrations safely, and verifying migration success. Invoke when someone says "run migrations", "migrate the database", "apply schema changes"…
Use this agent PROACTIVELY when designing enterprise application architecture, planning system integration patterns, evaluating scalability approaches, implementing security architecture, ensuring compliance requirements, or making strategic technology decisions. Ideal for greenfield projects, system modernization…
Use this agent PROACTIVELY when building REST APIs with Express.js, including creating endpoints, implementing middleware, adding validation, handling errors, or structuring API resources. Ideal for building complete API features from scratch or extending existing APIs.
Use this agent PROACTIVELY when troubleshooting Kubernetes pod issues or performing health checks. This includes diagnosing CrashLoopBackOff, ImagePullBackOff, pending pods, OOMKilled pods, or general pod health assessment across namespaces.
Use this agent PROACTIVELY when writing tests, analyzing test coverage, creating testing documentation, or maintaining testing standards. Invoke for unit tests, integration tests, E2E tests, test coverage analysis, test strategy planning, or quality assurance automation.
Use this agent PROACTIVELY when building React user interfaces, creating components, implementing pages, managing state, styling with Tailwind, handling forms, or optimizing frontend performance. Invoke for any React 19+, Next.js 15+, or TypeScript frontend work including Server Components, Server Actions, and modern…