Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Omar-Obando/qwen-orchestratornpx agentmods add skills/omar-obando/qwen-orchestrator/kubernetes-orchestrationWrote 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/omar-obando/qwen-orchestrator/kubernetes-orchestration)<a href="https://agentmods.dev/skills/omar-obando/qwen-orchestrator/kubernetes-orchestration"><img src="https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/kubernetes-orchestration/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/omar-obando/qwen-orchestrator/kubernetes-orchestration"><img src="https://agentmods.dev/badge/skills/omar-obando/qwen-orchestrator/kubernetes-orchestration.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 | $0.00066 | $0.08199 |
| Opus 5 | $0.00033 | $0.04099 |
| Sonnet 5 | $0.00013 | $0.01640 |
| Haiku 4.5 | $0.00007 | $0.00820 |
Grade A, and why
kubernetes-orchestration 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.
How it starts
The opening of the file, as written. The whole thing — 1,426 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kubernetes Orchestration Skill — Production-Ready Cluster Management
Overview
This skill provides comprehensive guidance for deploying and managing applications on Kubernetes, including deployment strategies, pod security policies, resource management, autoscaling, service mesh integration, ingress configuration, secrets management, and production best practices. Based on official Kubernetes documentation and CKA/CKAD/CKS certification standards.
When to Use
Use this skill when:
- Deploying applications to Kubernetes clusters
- Implementing deployment strategies (rolling, blue-green, canary)
- Configuring pod security policies and Pod Security Admission
- Setting up resource requests, limits, and quotas
- Implementing Horizontal Pod Autoscaling (HPA) or Vertical Pod Autoscaling (VPA)
- Configuring ingress controllers (NGINX, Traefik, AWS ALB)
- Setting up service mesh (Istio, Linkerd)
- Managing secrets and config maps securely
- Deploying stateful sets for databases and stateful applications
- Configuring daemon sets for logging and monitoring agents
- Setting up jobs and cron jobs for batch processing
- Implementing monitoring with Prometheus and Grafana
- Setting up logging with EFK/ELK stack
- Configuring network policies for pod isolation
- Implementing RBAC and service accounts
- Setting up persistent volumes and storage classes
- Using Helm charts for application packaging
- Implementing GitOps with ArgoCD or Flux
- Configuring node affinity, anti-affinity, taints and tolerations
- Setting up pod disruption budgets for high availability
- Implementing multi-cluster management strategies
- Configuring namespace isolation and resource quotas
- Securing clusters with OPA/Gatekeeper or Falco
- Scanning images with Trivy before deployment
Do NOT use this skill when:
- Containerizing applications (use docker-containerization skill)
- Setting up cloud infrastructure (use terraform-iac skill)
- Configuring CI/CD pipelines (use devops-pipeline skill)
- Building serverless functions (use aws-serverless or cloudflare-workers skill)
- Managing database schema (use database-design skill)
- Implementing application code (use backend-developer or frontend-developer skill)
- Setting up standalone monitoring without Kubernetes (use monitoring skill)
- Deploying to PaaS platforms without Kubernetes (use vercel-deployment or cloudflare-pages skill)
What ships with it
1 file 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 · 1,426 lines · 66 tokens per session scan A 307bc0d80167
kubernetes-orchestration is a skill published in the GitHub repository Omar-Obando/qwen-orchestrator (49 stars, last pushed 2mo ago), licensed MIT. It adds 66 tokens to every session and 8,199 once invoked, about $0.0003 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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