skills/infrastructure/kubernetes-debugging/SKILL.md
Kubernetes debugging for pod failures and networking.
npx skillsauth add notque/claude-code-toolkit kubernetes-debuggingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Systematic diagnosis of pod failures, networking issues, and resource problems using a structured triage flow: describe, logs, events, exec.
| Signal | Reference | Size |
|--------|-----------|------|
| CrashLoopBackOff, OOMKilled, config error, health check, liveness probe, ImagePullBackOff, image pull, registry auth, Pending, FailedScheduling, node affinity, taint, PVC | references/crash-diagnosis.md | ~140 lines |
| service resolution, DNS, nslookup, CoreDNS, port-forward, NetworkPolicy, ingress, egress | references/network-debugging.md | ~50 lines |
| CPU throttling, memory limit, OOMKill, ephemeral storage, DiskPressure, debug container, distroless, kubectl reference, rollout, exec | references/resource-debugging.md | ~100 lines |
Load greedily. If the user's question touches any signal keyword, load the matching reference before responding. Multiple signals matching = load all matching references.
Follow this sequence for every pod or workload issue. Do not skip steps -- many failures (scheduling, image pull, volume mount) are only visible in events and describe output, not in logs, so jumping straight to logs misses them.
Always specify -n <namespace> explicitly in every command; never rely on the default context namespace, because the wrong namespace silently returns empty or misleading results.
# 1. Get an overview of the resource state
kubectl get pods -n <namespace> -o wide
# 2. Describe the resource for events, conditions, and status
kubectl describe pod <pod-name> -n <namespace>
# 3. Check current container logs
kubectl logs <pod-name> -n <namespace> -c <container-name>
# 4. Check previous container logs (critical for CrashLoopBackOff)
# Always check --previous before current logs for crashed containers,
# because deleting or restarting the pod destroys these logs permanently.
kubectl logs <pod-name> -n <namespace> -c <container-name> --previous
# 5. Check namespace events sorted by time
kubectl get events -n <namespace> --sort-by='.lastTimestamp'
# 6. If the container is running, exec in for live inspection
kubectl exec -it <pod-name> -n <namespace> -c <container-name> -- /bin/sh
Use read-only commands (describe, logs, get) to gather evidence before proposing any modifications. Never suggest changes based on assumptions -- gather diagnostic output first.
Based on triage output, load the appropriate reference and follow its diagnosis flow:
| Symptom | Reference |
|---------|-----------|
| Pod status CrashLoopBackOff, ImagePullBackOff, or Pending | references/crash-diagnosis.md |
| Service unreachable, DNS failure, connection refused | references/network-debugging.md |
| CPU throttling, OOMKill, disk pressure, need debug container | references/resource-debugging.md |
Cause: The Service selector does not match any running pod labels.
Solution: Compare kubectl get svc <name> -o yaml selector with kubectl get pods --show-labels. Fix the label mismatch.
documentation
Document translation: quick/normal/refined modes with chunked parallel subagents and glossary support.
development
AI image generation: Gemini and Nano Banana backends; single/series/batch workflows with prompt-to-disk.
testing
Unified voice content generation pipeline with mandatory validation and joy-check. 13-phase pipeline: LOAD, GROUND, STATS-CHECKPOINT, GENERATE, HOOK-GATE, VALIDATE, REFINE, VARIETY-GATE, JOY-CHECK, ANTI-AI, CLOSE-GATE, OUTPUT, CLEANUP. Use when writing articles, blog posts, or any content that uses a voice profile. Use for "write article", "blog post", "write in voice", "generate content", "draft article", "write about".
documentation
Critique-and-rewrite loop for voice fidelity validation.