Create and edit Smithy IDL models for defining service APIs. Use when Claude needs to write Smithy code (.smithy files) for service definitions, operations, resources, data structures, or API modeling. Also use when converting APIs from URLs (OpenAPI, Swagger, GraphQL, HTML docs, JSON Schema, Protobuf) to Smithy. Triggers include requests for API definitions, service models, interface definitions, AWS-style APIs, API conversions, or any mention of Smithy IDL.
Validate and debug Vercel AI SDK provider configurations including API keys, environment setup, model compatibility, and rate limiting. Use when encountering provider errors, authentication failures, API key issues, missing environment variables, model compatibility problems, rate limiting errors, or when user mentions provider setup, configuration debugging, or SDK connection issues.
Provision, manage, and terminate RunPod GPU instances for LLM training. Use when user says "spin up GPU", "create RunPod instance", "terminate pod", "check GPU status", "provision training server", or needs cloud GPU resources.
Spawn and coordinate parallel Claude Code sub-agents using git worktrees. Use this skill when you need to parallelize work across multiple independent tasks, delegate subtasks to sub-agents, or orchestrate complex multi-part implementations.
Deploy migrations to production safely using migrate deploy in CI/CD. Use when setting up production deployment pipelines.
Docker containerization patterns for Node.js applications. Use when containerizing backend services.
Production Kubernetes platform patterns covering cluster architecture, security, GitOps, observability, autoscaling, and operational guardrails
Enterprise CLI tool architecture with multi-language patterns, UX/DX optimization, and production deployment strategies
Container and infrastructure patterns for Go applications. Use when working with Dockerfiles, external binaries, or deployment configuration. Triggers: containerization, external binary integration, dependency verification, Docker, infrastructure.
Test-driven development workflow for writing reliable, maintainable code
Multi-service architecture patterns for Dokploy templates including dependency chains, service communication, and complex stack design. Use when building templates with 2+ services.
Expert Docker engineer specializing in containerization, multi-stage builds, and container orchestration. Masters Docker Compose, security hardening, and production-grade container deployment strategies.
Java domain extension with Maven/Gradle build operations and workflow integration
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
Optimize automation with idempotency and work avoidance. Safe retries plus skipping unnecessary operations maximize efficiency in CI/CD and platform engineering.
Kubernetes deployment and infrastructure patterns
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.
Multi-service orchestration with Docker Compose, focusing on network isolation, environment-specific profiles, and service discovery. Triggers: docker-compose, container-networking, docker-profiles, service-discovery, yaml-config.
Ultimate 25+ years expert-level backend skill covering FastAPI, Express, Node.js, Next.js with TypeScript. Includes ALL databases (PostgreSQL, MongoDB, Redis, Elasticsearch), ALL features (REST, GraphQL, WebSockets, gRPC, Message Queues), comprehensive security hardening (XSS, CSRF, SQL injection, authentication, authorization, rate limiting), complete performance optimization (caching, database tuning, load balancing), ALL deployment strategies (Docker, Kubernetes, CI/CD), advanced patterns (microservices, event-driven, saga, CQRS), ALL use cases (e-commerce, SaaS, real-time, high-traffic), complete testing (unit, integration, E2E, load, security). Route protection, middleware, authentication implementation in PERFECTION. Use for ANY backend system requiring enterprise-grade security, performance, scalability, and architectural excellence.
Common Docker Compose patterns for development and production
Production deployment patterns for Composable Svelte SSR applications. Use when deploying to Fly.io, Docker, or any cloud platform. Covers multi-stage Docker builds, Fly.io configuration, security hardening, performance optimization, and integration with Composable Rust backends.
