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, a copy of referral-program, MIT.

A guide to deploying and managing applications on Kubernetes, a system for running containers across computers.

In plain words
What is it for?
Writing Kubernetes configuration, setting resource limits and health checks, managing secrets and permissions, autoscaling, and debugging deployments.
Why use it?
It helps developers configure workloads correctly and investigate problems such as failed starts, memory limits, and unavailable services.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Writing Kubernetes configuration, setting resource limits and health checks, managing secrets and permissions, autoscaling, and debugging deployments.

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Install with agentmods
npx agentmods add skills/junmystery/agent-guidance-python/kubernetes-patterns
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 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/github.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/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for kubernetes-patterns

Your own site · 80×15
<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="Reviewed on agentmods" width="80" 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. A grade says what 26 rules found in the file — not that it is safe.
Origin 80% copy Near-identical to another mod 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 $0.00036 $0.05159
Opus 5.5 $0.00014 $0.02064
Sonnet 5.5 $0.00007 $0.01032
Haiku 4.5 $0.00004 $0.00516

Measured 1mo ago against content hash 315c77c5afc7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 1mo 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.

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.

Origin

This is a copy

80% identical to referral-program — 827 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

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 & Secrets — envFrom, 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. 1mo ago 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 3mo ago), licensed MIT. It adds 36 tokens to every session and 5,159 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 80% identical to referral-program, differing in 827 lines, and is treated as a copy.

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