Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff.
Kubernetes cluster management and troubleshooting. Query pods, deployments, services, logs, and events. Supports context switching, scaling, and rollout management.
Shutting down HTTP services in Kubernetes without dropping traffic — the SIGTERM/preStop dance, the EndpointSlice removal race, the `preStop sleep` pattern,…
Kubernetes manifest guidelines for GitOps deployments. Apply when editing `.yaml`/`.yml` files in `clusters/` or k8s directories.
Comprehensive Kubernetes cluster health diagnostics using dynamic API discovery. Use when checking cluster health, troubleshooting K8s issues, or running health assessments.
Deploy and manage Kubernetes applications with Helm charts. Covers K8s manifests, kubectl, Kustomize, RBAC, and container orchestration.
Kubernetes deployment patterns with Helm charts. Covers deployments, services, ConfigMaps, Secrets, Dapr sidecar injection, health probes, and resource management.
Kubernetes deployment and Helm chart management. Create manifests, deploy applications, manage Helm charts, configure ingress, services, and persistent storage.
Aide à la configuration et au déploiement sur Kubernetes. Se déclenche avec "Kubernetes", "K8s", "kubectl", "pod", "deployment", "service", "ingress", "helm", "cluster" — from…
Executes structured incident response procedures for Kubernetes clusters using kubectl, kube-state-metrics, and the Kubernetes Events API.
Kubernetes Ingress Config - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes ingress config, kubernetes ingress config Part of the DevOps Advanced skill category.
Guard live kubectl apply, patch, or create operations on Kubernetes networking *architecture* surface — Service spec (`internalTrafficPolicy`, `externalTrafficPolicy`,…
Guard live kubectl apply, create, or delete operations on Kubernetes RBAC objects — Roles, ClusterRoles, RoleBindings, ClusterRoleBindings — with privilege-escalation verb…
Route Kubernetes tasks to the narrowest specialist or team of specialists from the catalog. Use when you do not already know the specialist.
Assist with Kubernetes interactions including debugging (kubectl logs, describe, exec, port-forward), resource management (deployments, services, configmaps, secrets), and cluster…
Use when building a Kubernetes Operator — custom controllers that reconcile CRD state. Triggers on "build an operator", "CRD design", "reconcile loop", "controller-runtime",…
Deep integration with Kubernetes clusters for deployments, debugging, and operations. Execute kubectl commands, analyze pod logs/events/resources, generate and validate manifests,…
Comprehensive guide to Kubernetes container orchestration, covering workloads, networking, storage, security, and production operations
Provides Kubernetes resource management, Helm chart patterns, service mesh configuration, and autoscaling strategies.
Production Kubernetes platform patterns covering cluster architecture, security, GitOps, observability, autoscaling, and operational guardrails
Investigates CrashLoopBackOff and OOMKilled pod failures using kubectl and the Kubernetes API. Correlates container logs, event streams, and resource metrics from metrics-server…
Diagnoses Kubernetes pod crash loops by analyzing events, logs, and resource quotas via the Kubernetes API and kubectl debug.
Runs kubectl describe pod, kubectl logs --previous, and kubectl get events to diagnose CrashLoopBackOff and OOMKilled pods.
Diagnoses CrashLoopBackOff and OOMKilled pod failures using the Kubernetes API via kubectl and the official kubernetes-client/python SDK.
Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API.
Automates diagnosis of CrashLoopBackOff pods using kubectl commands wrapped via the Kubernetes API server.
Diagnoses Kubernetes pod failures using kubectl and the Kubernetes API server endpoints. Analyzes CrashLoopBackOff, OOMKilled, and ImagePullBackOff states by querying…
Automated K8s pod troubleshooting using kubectl, crictl, and the Kubernetes API. Runs diagnostic sequences for CrashLoopBackOff, ImagePullBackOff, OOMKilled, and pending pod…
Automates Kubernetes troubleshooting using kubectl and the Kubernetes Python client to diagnose CrashLoopBackOff, OOMKilled, and ImagePullBackOff states.
Runs automated diagnostic sequences on Kubernetes pods using kubectl exec, kubectl logs, and the Kubernetes API /api/v1/pods endpoint.
Diagnoses Kubernetes pod failures using kubectl describe, logs --previous, and the Kubernetes API /api/v1/namespaces/{ns}/events endpoints.
Kubernetes Rbac Analyzer - Auto-activating skill for Security Advanced. Triggers on: kubernetes rbac analyzer, kubernetes rbac analyzer Part of the Security Advanced skill…
Use when managing Kubernetes resources including deployments, services, configmaps, and secrets.
Reviews Kubernetes manifests for best practices, security, and homelab standards compliance. Use when reviewing YAML files, K8s manifests, Helm values, or ArgoCD applications.
Executes structured Kubernetes rollback procedures using kubectl and the kubernetes/client-go library.
Executes diagnostic runbooks against Kubernetes clusters using the official kubernetes/client-go SDK and kubectl commands.
Kubernetes Secrets Manager - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes secrets manager, kubernetes secrets manager Part of the DevOps Advanced skill…
Kubernetes Service Manager - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes service manager, kubernetes service manager Part of the DevOps Advanced skill…
Kubernetes 클러스터 관리 스킬. kubectl로 파드/디플로이먼트/서비스 관리, 로그 조회, 포트포워딩, 디버깅 지원. "k8s", "kubectl", "파드" 키워드로 활성화.
Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define network isola — from…
Expert Kubernetes Specialist with deep expertise in container orchestration, cluster management, and cloud-native applications.
Expert Kubernetes specialist for production-grade container orchestration. Invoke for cluster management, workload deployment, security hardening, and performance optimization.
Troubleshoot and manage Kubernetes clusters, including resource inspection, debugging, pod logs, events, and cluster operations.
Runs diagnostic analysis on Kubernetes clusters using kubectl, k9s terminal UI data, and the Troubleshoot.sh support-bundle collector framework.
Pod CrashLoop, ImagePull, Pending, OOMKilled, probe fail, service trafik gitmeme gibi K8s sorunlarını sistemli teşhis.
Kubernetes Troubleshooting Runbook is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars).
Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills
Kubernetes native configuration management with Kustomize. Use for environment-specific configs, resource patching, manifest organization, multi-environment deployments, and…
Use when customizing Kubernetes configurations without templates using Kustomize overlays and patches.
Use when managing environment-specific Kubernetes configurations with Kustomize overlays and patches.
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, to — from…
Deploy LangChain applications to production with LangServe, Docker, and cloud platforms (Cloud Run, AWS Lambda).
Production readiness checklist for LangChain applications. Use when preparing for launch, validating deployment readiness, or auditing existing production LangChain systems.
A powerful Python-based visual framework for building and deploying AI-powered agents and workflows with Model Context Protocol (MCP) integration, drag-and-drop interface, and…
Deploy Langfuse with your application across different platforms. Use when deploying Langfuse to Vercel, AWS, GCP, or Docker, or integrating Langfuse into your deployment…
Configure Langfuse across development, staging, and production environments. Use when setting up multi-environment deployments, configuring per-environment keys, or implementing…
Manage Langfuse instances (cloud or self-hosted) from the CLI — export/import prompts for backup and cross-env migration, send smoke-test traces, check health across multiple…
Architect-level development, audit, and migration of multi-agent systems using LangGraph (v1+) and LangChain (v1+).
LangSmith Agent Builder - No-code platform for creating AI agents with built-in tools (Gmail, Slack, GitHub, Linear), OAuth integrations, MCP server support, Slack deployment, and…
Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI.