Get resource usage metrics for nodes and pods. Uses Kubernetes metrics server to retrieve CPU and memory usage. Use for capacity planning or investigating resource issues. Keywords: resource usage, CPU, memory, metrics, capacity.
Create a new keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations
Deploys new containerized services to the Superbloom K3s cluster using Flux GitOps with bjw-s app-template, Authelia forward auth, Caddy reverse proxy, and DDNS
Restart a pod stuck in CrashLoopBackOff. Use when pod has crashed 3+ times and a restart might resolve transient issues. Keywords: crashloop, restart, pod failure, container crash, pod stuck, pod crashing.
Learn Dockerfile fundamentals and best practices for building production-ready container images
Service mesh implementation with Istio, Linkerd for traffic management
Check Kubernetes cluster health and status. Use when checking nodes, pods, deployments, or overall cluster health.
Diagnose network connectivity issues for pods. Checks DNS resolution, service connectivity, and network policies. Use when pods cannot communicate with other services. Keywords: network issue, DNS, connectivity, service unreachable, network policy, CNI.
Diagnose and troubleshoot Podman container issues. Use when the user says "container crashing", "podman logs", "debug container", "container not starting", "exec into container", or asks why a container is failing.
Handle a pod stuck in ImagePullBackOff state. First investigates the image pull error, then restarts to retry. Keywords: imagepull, image pull backoff, ErrImagePull, registry, container image, pull failed.
Docker Swarm orchestration, cluster management, and production deployments
自动化 Helm Chart 仓库索引更新流程。打包 Chart,重新生成 index.yaml,验证包完整性,创建 Git 提交。使用当提及 'helm index'、'更新索引'、'发布 chart'、'tgz 包' 或 'artifact hub' 时。
Deploy and operate AI workloads on Kubernetes with GPU scheduling, model serving, and MLOps patterns
Multi-cluster Kubernetes management, federation, and hybrid deployments
Debug Kubernetes pods, services, and cluster issues. Use when the user says "pod not starting", "CrashLoopBackOff", "service not reachable", "kubectl debug", "pod stuck pending", or asks about Kubernetes problems.
Add a new environment variable to the application. Use when adding configuration for external services, feature flags, or application settings. Triggers on "add env", "environment variable", "config variable".
为 Cloudflare Operator 开发新的 Kubernetes CRD。适用于创建新 CRD 类型、实现控制器或添加 Cloudflare API 集成。触发词："添加 CRD"、"新资源"、"实现控制器"。
Investigate DNSConfigForming warnings on pods. Analyzes DNS policy configuration, host network settings, and nameserver limits. Use when pods show DNSConfigForming events or DNS-related warnings. Keywords: DNS, DNSConfigForming, nameserver limit, resolv.conf, dnsPolicy, hostNetwork.
List all keyvalue namespaces. Requires authentication. Use for Agentuity cloud platform operations
Private registry setup, image management, and multi-registry operations
배포 상태 실시간 모니터링 및 Health Check. GitHub Actions 워크플로우 진행 상황, K8s Pod 상태, Health Check 결과 확인. "배포 상태", "배포 확인", "정상 동작" 요청 시 사용.
Comprehensive DevOps and deployment workflow that orchestrates infrastructure automation, CI/CD pipelines, container orchestration, and cloud deployment. Handles everything from infrastructure as code and pipeline setup to monitoring, scaling, and disaster recovery.
