Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/akin-ozer/cc-devops-skills/k8s-debugnpx skills add akin-ozer/cc-devops-skills --skill k8s-debuggit clone --depth 1 https://github.com/akin-ozer/cc-devops-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/akin-ozer/cc-devops-skills/k8s-debug)<a href="https://agentmods.dev/skills/akin-ozer/cc-devops-skills/k8s-debug"><img src="https://agentmods.dev/badge/skills/akin-ozer/cc-devops-skills/k8s-debug.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00032 | $0.02757 |
| Opus 5 | $0.00016 | $0.01378 |
| Sonnet 5 | $0.00006 | $0.00551 |
| Haiku 4.5 | $0.00003 | $0.00276 |
Grade A, and why
k8s-debug scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- In-container debug tools (`nslookup`, `getent`, `curl`, `wget`, `ip`) for deep network tests. How it starts
The opening of the file, as written. The whole thing — 339 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kubernetes Debugging Skill
Overview
Systematic toolkit for debugging Kubernetes clusters, workloads, networking, and storage with a deterministic, safety-first workflow.
Trigger Phrases
Use this skill when requests resemble:
- "My pod is in
CrashLoopBackOff; help me find the root cause." - "Service DNS works in one pod but not another."
- "Deployment rollout is stuck."
- "Pods are
Pendingand not scheduling." - "Cluster health looks degraded after a change."
- "PVC is pending and pods cannot mount storage."
Prerequisites
Run from the skill directory (devops-skills-plugin/skills/k8s-debug) so relative script paths work as written.
Required
kubectlinstalled and configured.- An active cluster context.
- Read access to namespaces, pods, events, services, and nodes.
Quick preflight:
kubectl config current-context
kubectl auth can-i get pods -A
kubectl auth can-i get events -A
kubectl get ns
Optional but Recommended
jqfor more precise filtering in./scripts/cluster_health.sh.- Metrics API (
metrics-server) forkubectl top. - In-container debug tools (
nslookup,getent,curl,wget,ip) for deep network tests.
Fallback behavior:
- If optional tools are missing, scripts continue and print warnings with reduced output.
- If
kubectl topis unavailable, continue withkubectl describeand events.
When to Use This Skill
Use this skill for:
- Pod failures (CrashLoopBackOff, ImagePullBackOff, Pending, OOMKilled)
- Service connectivity or DNS resolution issues
- Network policy or ingress problems
- Volume and storage mount failures
- Deployment rollout issues
- Cluster health or performance degradation
- Resource exhaustion (CPU/memory)
- Configuration problems (ConfigMaps, Secrets, RBAC)
Safety Rules for Disruptive Commands
Default mode is read-only diagnosis first. Only execute disruptive commands after confirming blast radius and rollback.
Commands requiring explicit confirmation:
kubectl delete pod ... --force --grace-period=0kubectl drain ...kubectl rollout restart ...kubectl rollout undo ...kubectl debug ... --copy-to=...
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 339 lines · 32 tokens per session scan A e1d4a3e51615
k8s-debug is a skill published in the GitHub repository akin-ozer/cc-devops-skills (306 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 32 tokens to every session and 2,757 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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