Use this skill when writing PySpark code. Provides PySpark best practices for manageability, testability, and performance including DataFrame patterns, caching strategies, testing approaches, and deployment configurations.
Use this skill when designing REST APIs. Provides REST API design patterns including URL structure, multi-tenancy, request/response formats, HTTP methods, authorization, and testing requirements.
Use this skill when working with Splunk queries, Search Processing Language (SPL), building Splunk searches, creating dashboards, or analyzing log data. This skill provides comprehensive reference material for SPL commands, eval functions, stats functions, regex patterns, and query optimization techniques.
Use this skill when setting up Docker and Docker Compose for local development. Provides development-specific patterns for Dockerfiles and Docker Compose including live reload, volume mounting, and rapid iteration workflows.
Use this skill when building FastAPI applications. Provides FastAPI-specific best practices including project structure, routing with Pydantic models, async database patterns, dependency injection, security, and testing.
Use this skill when working with Kubernetes — writing manifests, managing clusters, debugging workloads, setting up observability, or deploying to EKS. Covers local dev, Helm, kubectl, k9s, Kustomize, OpenTelemetry, Grafana stack, and CI/CD with GitHub Actions.
End-to-end Terraform and OpenTofu security review with static analysis, policy-as-code, secrets scanning, drift detection, and CI/CD gates. Use when hardening IaC, writing OPA/Rego or Sentinel policies, or setting up Trivy/Checkov PR pipelines.
Use this skill when writing Python code. Provides Python-specific best practices including Poetry dependency management, PEP 8 style guidelines, pytest testing patterns, type hints, and async programming with asyncio.