Containers

Provides production-ready Kubernetes manifest guidance including resource management, security, high availability, and configuration best practices. This skill should be used when working with Kubernetes YAML files, deployments, pods, services, or when users mention k8s, container orchestration, or cloud-native applications.

Run CVlization examples on the `ssh l1` GPU host by copying only the needed example directory plus the shared `cvlization/` package into `/tmp`, then launching the example’s Docker scripts.

Create ECS component editors using IComponentEditor interface, ComponentEditorRegistry.DrawComponent wrapper, VectorPanel for vectors, and UIPropertyRenderer for simple properties. Covers registration in DI container and manual change detection patterns.

Run problem tests using eval-snapshot instead of raw pytest. Use this to evaluate solutions against benchmark tests in Docker. Invoke with /run-tests <snapshot_path> <problem_name> <checkpoint_index>.

OrbStack-optimized Skaffold workflows for local Kubernetes development without port-forward.Use when configuring Skaffold with OrbStack, accessing services via LoadBalancer or Ingress,or when the user mentions OrbStack, k8s.orb.local, service access, or eliminating port-forward.

Setup development environment, MCP tools, GitHub repository, and Docker configurations. Use when user asks to setup devops, configure development environment, or start Stage 8 after tech specs.

Manage Helm releases: install, upgrade, uninstall, list, and inspect releases.Covers helm install, helm upgrade, helm list, helm status, release history.Use when user mentions deploying Helm charts, upgrading releases, helm install,helm upgrade, or managing Kubernetes deployments with Helm.

Add and manage Model Context Protocol (MCP) servers for AI agents, including transports, scopes, and config files. Use when extending agent capabilities with new tools or data sources.

FVH (Forum Virium Helsinki) Skaffold configuration standards for local Kubernetesdevelopment. Use when configuring Skaffold, setting up local K8s development, orwhen the user mentions FVH Skaffold, local development, or Kubernetes profiles.

Create, test, and package Helm charts for Kubernetes. Covers helm create, Chart.yaml,values.yaml, template development, chart dependencies, packaging, and repository publishing.Use when user mentions Helm charts, helm create, Chart.yaml, values.yaml, helm lint,helm template, helm package, or Kubernetes packaging.

Backend engineering with Modular Monolith, bounded contexts, and Hono. **ALWAYS use when implementing ANY backend code within contexts, Hono APIs, HTTP routes, or service layer logic.** Use proactively for context isolation, minimal shared kernel, and API design. Examples - "create API in context", "implement repository", "add use case", "context structure", "Hono route", "API endpoint", "context communication", "DI container".

Kubernetes operations including deployment, management, troubleshooting, kubectl mastery,and cluster stability. Covers K8s workloads, networking, storage, and debugging pods.Use when user mentions Kubernetes, K8s, kubectl, pods, deployments, services, ingress,ConfigMaps, Secrets, or cluster operations.

Kubernetes deployment and operations for Vigil Guard v2.0.0. Use when deploying Vigil Guard to K8s clusters, configuring services for 11 containers including heuristics-service and semantic-service, managing namespaces, troubleshooting pods, or migrating from Docker Compose to Kubernetes.

Docker and containerization guidelines. Use when deployment docker guidance is required.

Infrastructure as Code patterns for deploying Guts nodes using Terraform, Docker, and Kubernetes

Docker Compose orchestration for Vigil Guard v2.0.0 microservices (11 services). Use when deploying services, managing containers, troubleshooting Docker network issues, working with vigil-net, configuring docker-compose.yml, handling service dependencies, or working with 3-branch detection services (heuristics, semantic, prompt-guard).

Enforces TheOne Studio Unity development standards including C# coding patterns, Unity architecture (VContainer/SignalBus and TheOne.DI/Publisher), and code review guidelines. Triggers when writing, reviewing, or refactoring Unity C# code, implementing features, setting up dependency injection, working with events, or reviewing code changes.

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+.

Use this when creating new projects, generating documentation, cleaning/organizing a repo, suggesting architecture, deploying containers and services, naming files/folders, or when the user references 'ecosystem', 'patterns', or 'containers'. This skill outlines naming conventions, stack preferences, project organization (iMi worktrees), Docker patterns, and PRD structures from past conversations.

Comprehensive Kubernetes and OpenShift cluster health analysis and troubleshooting based on Popeye's issue detection patterns. Use this skill when: (1) Proactive cluster health assessment and security analysis (2) Analyzing pod/container logs for errors or issues (3) Interpreting cluster events (kubectl get events) (4) Debugging pod failures: CrashLoopBackOff, ImagePullBackOff, OOMKilled, etc. (5) Diagnosing networking issues: DNS, Service connectivity, Ingress/Route problems (6) Investigating storage issues: PVC pending, mount failures (7) Analyzing node problems: NotReady, resource pressure, taints (8) Troubleshooting OCP-specific issues: SCCs, Routes, Operators, Builds (9) Performance analysis and resource optimization (10) Security vulnerability assessment and RBAC validation (11) Configuration best practices validation (12) Reliability and high availability analysis