Containers

Generate production-ready Kubernetes manifests with Deployments, Services, ConfigMaps, and Ingress

Web API 測試實作技能,協助開發者使用 Testcontainers + Reqnroll 撰寫完整的 API 整合測試,包含 Docker 測試環境、BDD 情境定義與測試步驟實作。

Secure Docker containers and images with hardening, scanning, and secrets management

This skill should be used when the user asks to "build multiple Dockerfiles", "compile varios dockerfiles", "multi-container build", "multiple Docker images in GitLab", "parallel Docker builds", "monorepo Docker builds", "build frontend backend worker containers", or needs to build multiple Docker images from different Dockerfiles in a single GitLab project using To-Be-Continuous Docker template.

Generates Kubernetes manifests (Deployments, Services, Ingress, ConfigMaps, Secrets) with best practices for production workloads. Use when user asks to "create k8s manifest", "generate Kubernetes deployment", "setup k8s service", or "create Kubernetes resources".

Validate Kubernetes deployments before execution. Run pre-flight checks for password generation, environment variables, database authentication, CORS configuration, and docker-compose parity. Use this skill BEFORE every Helm install/upgrade to prevent deployment failures.

Scaffold and automate Grafana plugin projects using @grafana/create-plugin. Use when creating panel plugins, data source plugins, app plugins, or backend plugins. Handles project scaffolding, Docker dev environment setup, and plugin configuration.

Containerizes applications with Docker, docker-compose, and Helm charts.Use when creating Dockerfiles, docker-compose configurations, or Helm charts for Kubernetes.Includes Docker Hardened Images (95% fewer CVEs), multi-stage builds, and 15+ battle-tested gotchas.

AI-powered Kubernetes operations using kubectl-ai from Google Cloud Platform. This skill should be used when managing Kubernetes clusters with natural language commands, generating manifests, troubleshooting issues, and performing AI-assisted DevOps. Use this skill for Phase IV AIOps integration with Minikube and cloud clusters.

Set up multi-container applications with Docker Compose including services, networks, and volumes

Docker containerization for Go applications

Enforces Head Shakers integration testing conventions for facades, server actions, and database operations using Testcontainers with real PostgreSQL.

Game server deployment with Docker, Kubernetes, and global distribution strategies

Manages local Kubernetes clusters using Minikube for development and testing. This skill should be used when setting up local K8s environments, enabling addons, configuring networking, and deploying applications locally. Use this skill for Phase IV local Kubernetes deployments before cloud deployment.

Symfony framework mastery - Doctrine, DI container, Messenger, and enterprise architecture

Create optimized Dockerfiles with multi-stage builds, layer caching, security best practices. Docker, Docker Compose. Keywords - dockerfile, docker optimization, multi stage build, docker best practices, container, image size, docker compose

Run local system diagnostics and model benchmarks across CPU, memory, GPU, NPU, Docker, and Kubernetes; use when asked to benchmark, health-check, or collect environment diagnostics, and store a summary in memory.

Spring Boot 4 testing strategies and patterns. Use when writing unit tests, slice tests (@WebMvcTest, @DataJpaTest), integration tests, Testcontainers with @ServiceConnection, security testing (@WithMockUser, JWT), or Modulith event testing with Scenario API. Covers the critical @MockitoBean migration from @MockBean.

Comprehensive Kubernetes cluster management skill. Use this skill when working with Kubernetes resources, kubectl operations, Helm charts, container orchestration, debugging pods, managing deployments, or any Kubernetes-related infrastructure tasks.

Generates optimized Dockerfiles for various languages and frameworks with best practices (multi-stage builds, layer caching, security). Use when user asks to "create dockerfile", "dockerize app", "containerize", or "docker setup".