debug:kubernetes

debug:kubernetes is a skill for Claude Code from SnakeO/claude-debug-and-refactor-skills-plugin. It costs 82 tokens per session (3,413 once invoked), scanned A, original, no licence file.

A troubleshooting guide for Kubernetes, a system for running containerised applications across machines. It covers common cluster and workload failures, using kubectl to inspect them.

In plain words
What is it for?
Use it to investigate crashing or image-download failures, memory kills, pending pods, service connectivity, storage claims, and RBAC permission errors.
Why use it?
It provides a structured way to identify whether a failure comes from a container, pod, network service, storage, or permissions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the debug-and-refactor plugin — 45 skills shipped together

Good fit Use it to investigate crashing or image-download failures, memory kills, pending pods, service connectivity, storage claims, and RBAC permission errors.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/snakeo/claude-debug-and-refactor-skills-plugin/debug-kubernetes
Install

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.

Any agent
npx skills add SnakeO/claude-debug-and-refactor-skills-plugin --skill debug-kubernetes
Clone the repo
git clone --depth 1 https://github.com/SnakeO/claude-debug-and-refactor-skills-plugin

Made for: Claude Code.

Or install debug-and-refactor, the plugin that ships this one along with the rest of its 45 skills.

Wrote 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.

agentmods badge for debug:kubernetes

README.md
[![agentmods](https://agentmods.dev/badge/skills/snakeo/claude-debug-and-refactor-skills-plugin/debug-kubernetes.svg)](https://agentmods.dev/skills/snakeo/claude-debug-and-refactor-skills-plugin/debug-kubernetes)
Your own site
<a href="https://agentmods.dev/skills/snakeo/claude-debug-and-refactor-skills-plugin/debug-kubernetes"><img src="https://agentmods.dev/badge/skills/snakeo/claude-debug-and-refactor-skills-plugin/debug-kubernetes.svg" alt="Measured on agentmods" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,413 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.03413
Opus 5 $0.00041 $0.01707
Sonnet 5 $0.00016 $0.00683
Haiku 4.5 $0.00008 $0.00341

Measured 7d ago against content hash 6719a8c408a2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

debug:kubernetes 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 7d 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.

kubectl run debug --rm -it --image=busybox -- wget -qO- http://<service-name>.<namespace>:port
plugins/debug-and-refactor/skills/debug-kubernetes/SKILL.md · 464 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

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.

  1. 7d ago First seen · 464 lines · 82 tokens per session scan A 6719a8c408a2

Subscribe to this mod's changes

debug:kubernetes is a skill published in the GitHub repository SnakeO/claude-debug-and-refactor-skills-plugin (9 stars, last pushed 7mo ago), with no licence file. It adds 82 tokens to every session and 3,413 once invoked, about $0.0004 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 2026-08-31.

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