kubernetes-patterns

kubernetes-patterns is a skill for Claude Code, Codex from JunMystery/Agent-Guidance-Python. It costs 36 tokens per session (5,159 once invoked), scanned A, original, MIT.

Kubernetes workload patterns, resource management, RBAC, probes, autoscaling, ConfigMap/Secret handling, and kubectl debugging for production-grade deployments.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/junmystery/agent-guidance-python/kubernetes-patterns
Any agent
npx skills add JunMystery/Agent-Guidance-Python --skill kubernetes-patterns
Clone the repo
git clone --depth 1 https://github.com/JunMystery/Agent-Guidance-Python

Made for: Claude Code, Codex.

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 kubernetes-patterns

README.md
[![agentmods](https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/kubernetes-patterns.svg)](https://agentmods.dev/skills/junmystery/agent-guidance-python/kubernetes-patterns)
Your own site
<a href="https://agentmods.dev/skills/junmystery/agent-guidance-python/kubernetes-patterns"><img src="https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/kubernetes-patterns.svg" alt="Measured on agentmods" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 5,159 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00036 $0.05159
Opus 5 $0.00018 $0.02580
Sonnet 5 $0.00007 $0.01032
Haiku 4.5 $0.00004 $0.00516

Measured today against content hash 315c77c5afc7, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

kubernetes-patterns scanned grade A with 0 findings 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 today.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/kubernetes-patterns/SKILL.md · 756 lines

How it starts

The opening of the file, as written. The whole thing — 756 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Kubernetes Patterns

Production-grade Kubernetes patterns for deploying, managing, and debugging workloads reliably.

When to Activate

  • Writing Kubernetes manifests (Deployments, Services, Ingress, Jobs)
  • Configuring resource requests/limits, liveness/readiness probes
  • Setting up RBAC, namespaces, or ServiceAccounts
  • Managing configuration and secrets in K8s
  • Debugging CrashLoopBackOff, OOMKilled, pending pods, or image pull errors
  • Configuring HPA (Horizontal Pod Autoscaler) or PodDisruptionBudgets
  • Reviewing K8s YAML for security or correctness

When to Use

Same as When to Activate above. This alias satisfies repo skill-format conventions. Use this skill any time you are writing, reviewing, or debugging Kubernetes YAML and workloads.

How It Works

This skill provides copy-pasteable, production-grade YAML patterns and kubectl debugging commands organized by task:

  1. Deployment template — A fully configured production Deployment with security context, rolling update strategy, all three probe types, resource limits, and environment injection from ConfigMap/Secret.
  2. Probes — Decision table for startup vs liveness vs readiness, with correct failureThreshold × periodSeconds math.
  3. Services & Ingress — ClusterIP, LoadBalancer, and TLS Ingress patterns with cert-manager annotations.
  4. ConfigMaps & SecretsenvFrom, file-mount, and external secrets guidance.
  5. Resource management — Requests vs limits rules of thumb by workload type (web API, JVM, worker, sidecar).
  6. RBAC — Least-privilege ServiceAccount → Role → RoleBinding chain.
  7. HPA & PDB — Autoscaling and node-drain safety configurations.
  8. Jobs & CronJobs — One-off and scheduled workload patterns with correct restartPolicy.
  9. kubectl cheatsheet — Logs, exec, rollback, port-forward, dry-run, and common error diagnosis commands.
  10. Anti-patterns & checklist — What NOT to do, and a security/reliability/observability checklist.

Read the full file on GitHub · 756 lines

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. today First seen · 756 lines · 36 tokens per session scan A 315c77c5afc7

Subscribe to this mod's changes

kubernetes-patterns is a skill published in the GitHub repository JunMystery/Agent-Guidance-Python (2 stars, last pushed 1mo ago), licensed MIT. It adds 36 tokens to every session and 5,159 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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