k8s-troubleshoot
Kubernetes troubleshooting guide. 쿠버네티스 트러블슈팅, 파드 오류, 서비스 접속 불가.
Kubernetes troubleshooting guide. 쿠버네티스 트러블슈팅, 파드 오류, 서비스 접속 불가.
Kubernetes cluster operations on minikube including observability (Grafana, Prometheus, Alertmanager, Loki, Tempo), debugging (kubectl debug, ephemeral containers), and cluster management (ArgoCD). Use when working with cluster/manifests/, Kubernetes workloads, pods, deployments, operators, controllers, or cluster components.
Debug Kubernetes issues using kubectl, logs, events, and resource inspection. Use on 'pod not starting', 'crash loop', 'OOMKilled', 'debug k8s', 'why is pod failing'.
Use when asked about creating, modifying, testing, or reviewing Helm charts.
Debug Kubernetes issues using kubectl, logs, events, and resource inspection. Triggers on "pod not starting", "crash loop", "OOMKilled", "debug k8s", "why is pod failing".
This skill should be used when the user asks to "deploy FastAPI to Kubernetes", "create Dockerfile", "build Docker image", "write Helm chart", "configure K8s deployment", "add health checks", "scale FastAPI", or mentions Docker, Kubernetes, K8s, containers, Helm, or deployment. Provides containerization and orchestration patterns.
KubeAI, GPU operators, and model serving patterns for AI/ML infrastructure on Kubernetes.
Agent scaffolding and template generation for Vercel deployments
Production-grade ML infrastructure with Kubernetes, auto-scaling, and cost optimization
Build cloud-native microservices - service discovery, config server, API gateway, resilience patterns
Automated deployment orchestration with rollback, blue-green, and canary deployment strategies
Infrastructure, deployment, and operations patterns for Docker, Kubernetes, and CI/CD
Apply when containerizing applications: writing Dockerfiles, docker-compose configurations, and multi-stage builds.
Service discovery patterns with Consul, Kubernetes DNS, Eureka, health checks, and client-side load balancing.
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.
Create Dockerfiles, docker-compose configurations, and container workflows for Python projects with UV. Use when containerizing applications, setting up development environments, or deploying with Docker.
Deploy Docker containers to GCP Cloud Run with full CI/CD pipeline. Use when setting up GCP Cloud Run deployment, configuring GitHub Actions for GCP, setting up Artifact Registry, or automating container deployments to Google Cloud.
Develop and troubleshoot Tekton Pipelines on Kubernetes. Use when creating cloud-native CI/CD pipelines, debugging TaskRuns and PipelineRuns, understanding Tekton CRDs, or building reusable Tasks and Pipelines.
Comprehensive container security guidance including vulnerability scanning with Trivy, image hardening, secrets management, and CIS benchmark compliance. Activates when working with "container security", "image scanning", "CVE", "vulnerability", "docker security", "hardening", or "CIS benchmark".
Harness CD (Continuous Delivery) for Kubernetes, Helm, Terraform, ECS, and serverless deployments with GitOps, approval gates, rollback strategies, and multi-environment promotion
Design AWS/Azure/GCP infrastructure, implement Terraform IaC, and optimize cloud costs. Handles auto-scaling, multi-region deployments, and serverless architectures. Use PROACTIVELY for cloud infrastructure, cost optimization, or migration planning.