容器化

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。

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

Generate application wiring: entry points, dependency injection, infrastructureconfiguration. Creates main.py, container, Dockerfile, docker-compose.yaml.Topology-aware (monolith/microservices/library). Use when: finalizing generation,creating deployable system.

Deploy F# applications with Tailscale sidecar for private network access.Use when: "deploy", "production", "Tailscale", "docker-compose", "Docker","Portainer", "private network", "deployment", "ship it", "go live","home server", "self-host", "container", "release".Creates docker-compose.yml with app + Tailscale sidecar for secure access.No public ports, no authentication needed - Tailscale handles it.

iOS 26 Liquid Glass API reference for SwiftUI and UIKit. Use this skill when working with glassEffect, GlassEffectContainer, glassEffectID, glassEffectUnion, or any Liquid Glass related code on iOS 26+.

Containerize Java applications - Dockerfile optimization, JVM settings, security

Expert knowledge for modern browser technologies including HTML5, CSS (Grid, Flexbox, Container Queries, Scroll-Driven Animations, Anchor Positioning), Progressive Web Apps (PWA, Service Workers, Web Push, File System Access), and Browser APIs (Canvas, Geolocation, Web Storage, Web Share, Drag and Drop). Use when working with web standards, client-side features, responsive design, offline capabilities, or native-like web experiences.

Master Docker with containers, images, multi-stage builds, Docker Compose, networking, and production-ready containerization.

Use when starting or scaling the development environment, deploying to production Proxmox LXC, using patch deployments for preprod fixes, managing Docker Compose services, or running CLI commands.

Test Spring Boot applications - MockMvc, TestContainers, test slices, integration testing

Expert guidance for Docker containerization and Kubernetes orchestration. Use when containerizing applications, managing multi-container setups with Docker Compose, or deploying to Kubernetes clusters.

Comprehensive Kubernetes cluster health diagnostics using dynamic API discovery. Use when checking cluster health, troubleshooting K8s issues, or running health assessments.

Kubernetes operators and client-go development

Deploys and configures Podman containers in nixos-hwc with proper networking, storage, and reverse proxy integration

Operates local Kubernetes clusters with Minikube for development and testing.Use when setting up local K8s, deploying applications locally, or debugging K8s issues.Covers Minikube, kubectl essentials, local image loading, and networking.

Deploy Docker containers to production with monitoring, logging, and health checks

Executes Hostinger API operations via Python wrapper. Use when managing VPS instances, Docker Compose projects, DNS records, domains, firewalls, SSH keys, snapshots, backups, billing, hosting, or WHOIS profiles.

Guides modern Python project development. Use when pyproject.toml or requirements.txt is detected. Supports Python 3.13 + uv + ruff + mypy environment, FastAPI/FastMCP implementation, pytest, and Docker configuration.

BDD 測試實作技能，協助開發者使用 Reqnroll 撰寫行為驅動開發測試，包含 Gherkin 語法、測試步驟實作與 Docker 測試環境設定。

Private registry setup, image management, and multi-registry operations