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 skills add j4flmao/agent-skills --skill kubernetes-patternsgit clone --depth 1 https://github.com/j4flmao/agent-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/j4flmao/agent-skills/kubernetes-patterns)<a href="https://agentmods.dev/skills/j4flmao/agent-skills/kubernetes-patterns"><img src="https://agentmods.dev/badge/skills/j4flmao/agent-skills/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.
<a href="https://agentmods.dev/skills/j4flmao/agent-skills/kubernetes-patterns"><img src="https://agentmods.dev/badge/skills/j4flmao/agent-skills/kubernetes-patterns.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00000 | $0.00432 |
| Opus 5 | $0.00000 | $0.00216 |
| Sonnet 5 | $0.00000 | $0.00086 |
| Haiku 4.5 | $0.00000 | $0.00043 |
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 8d 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.
What it actually says
Advanced Kubernetes Patterns
1. Skill Context
Focus: Sidecar, Ambassador, Operator patterns, Admission Webhooks, Node affinity, and workload resiliency. Triggers: k8s patterns, kubernetes operator, mutating webhook, pod disruption budget, advanced scheduling
2. Advanced Kubernetes Architecture
The agent must design resilient, self-healing, and highly available Kubernetes deployments.
Structural Patterns
- Sidecar Pattern: Augmenting the main container (e.g., logging agent, OTel collector, proxy).
- Ambassador Pattern: A sidecar that proxies network connections to the outside world, handling retries, circuit breaking, and mTLS (e.g., Envoy).
- Operator Pattern: Extending the K8s API using Custom Resource Definitions (CRDs) and writing custom controllers (in Go/Rust) to manage complex stateful applications (e.g., running PostgreSQL clusters).
Resiliency & Scheduling
- Pod Disruption Budgets (PDBs): Preventing cluster administrators or autoscalers from draining nodes if it would drop a deployment below a minimum available threshold (quorum).
- Taints, Tolerations, and Affinity:
- Taints: Repelling pods from specific nodes (e.g., GPU nodes or dedicated tenant nodes).
- Affinity: Attracting pods to specific nodes or ensuring pods from the same deployment do not land on the same physical underlying host (
podAntiAffinitywithtopologyKey: kubernetes.io/hostname).
Security & Governance
- Admission Webhooks: Using
ValidatingAdmissionWebhookto reject deployments that violate policy (e.g., running as root) orMutatingAdmissionWebhookto automatically inject sidecars or environment variables.
3. Output Format
- Provide deeply commented Kubernetes YAML manifests.
- Diagram the communication flow between custom controllers and the API server.
- Focus on zero-downtime deployments and graceful shutdown (e.g.,
preStophooks andterminationGracePeriodSeconds).
What ships with it
3 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.
- 8d ago First seen · 28 lines · 0 tokens per session scan A da1098c2bc74
kubernetes-patterns is a skill published in the GitHub repository j4flmao/agent-skills (23 stars, last pushed 5d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 432 tokens. 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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