Kubernetes Skill for Claude Code — KubeShark

KubeShark is a failure-mode-first Kubernetes skill for Claude Code and Codex. It prevents common LLM hallucinations in Kubernetes manifest generation by diagnosing risks before writing YAML.

Why use it

  • Prevents hallucinations -- 6 named failure modes with targeted reference files
  • Token-efficient -- ~650 token activation cost, granular references loaded on demand
  • Production-ready defaults -- Pod Security Standards restricted profile, proper resource management, cross-resource validation
  • 20 reference files -- covering security, networking, RBAC, probes, storage, Helm, Kustomize, and more

Key features

  • Failure-mode-first diagnostic workflow (diagnose before generate)
  • Output contracts with assumptions, tradeoffs, and rollback notes
  • LLM mistake checklists in every reference file
  • Cross-resource consistency validation (label/selector/port alignment)
  • Helm and Kustomize pattern guidance
  • Policy engine integration (Kyverno, OPA/Gatekeeper)

Quick install

git clone https://github.com/LukasNiessen/kubernetes-skill.git ~/.claude/skills/kubernetes-skill

License

MIT -- see LICENSE.

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