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 inho-team/qe-mcp --skill qkubernetes-specialistgit clone --depth 1 https://github.com/inho-team/qe-mcpWrote 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/inho-team/qe-mcp/qkubernetes-specialist)<a href="https://agentmods.dev/skills/inho-team/qe-mcp/qkubernetes-specialist"><img src="https://agentmods.dev/badge/skills/inho-team/qe-mcp/qkubernetes-specialist/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/inho-team/qe-mcp/qkubernetes-specialist"><img src="https://agentmods.dev/badge/skills/inho-team/qe-mcp/qkubernetes-specialist.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 | $0.00080 | $0.02738 |
| Opus 5.5 | $0.00032 | $0.01095 |
| Sonnet 5.5 | $0.00016 | $0.00548 |
| Haiku 4.5 | $0.00008 | $0.00274 |
Grade A, and why
Qkubernetes-specialist 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 2mo 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 — 378 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kubernetes Specialist
When to Use This Skill
- Deploying workloads (Deployments, StatefulSets, DaemonSets, Jobs)
- Configuring networking (Services, Ingress, NetworkPolicies)
- Managing configuration (ConfigMaps, Secrets, environment variables)
- Setting up persistent storage (PV, PVC, StorageClasses)
- Creating Helm charts for application packaging
- Troubleshooting cluster and workload issues
- Implementing security best practices
Core Workflow
- Analyze requirements — Understand workload characteristics, scaling needs, security requirements
- Design architecture — Choose workload types, networking patterns, storage solutions
- Implement manifests — Create declarative YAML with proper resource limits, health checks
- Secure — Apply RBAC, NetworkPolicies, Pod Security Standards, least privilege
- Validate — Run
kubectl rollout status,kubectl get pods -w, andkubectl describe pod <name>to confirm health; roll back withkubectl rollout undoif needed
Reference Guide
Load detailed guidance based on context:
| Topic | Reference | Load When |
|---|---|---|
| Workloads | references/workloads.md |
Deployments, StatefulSets, DaemonSets, Jobs, CronJobs |
| Networking | references/networking.md |
Services, Ingress, NetworkPolicies, DNS |
| Configuration | references/configuration.md |
ConfigMaps, Secrets, environment variables |
| Storage | references/storage.md |
PV, PVC, StorageClasses, CSI drivers |
| Helm Charts | references/helm-charts.md |
Chart structure, values, templates, hooks, testing, repositories |
| Troubleshooting | references/troubleshooting.md |
kubectl debug, logs, events, common issues |
| Custom Operators | references/custom-operators.md |
CRD, Operator SDK, controller-runtime, reconciliation |
| Service Mesh | references/service-mesh.md |
Istio, Linkerd, traffic management, mTLS, canary |
| GitOps | references/gitops.md |
ArgoCD, Flux, progressive delivery, sealed secrets |
| Cost Optimization | references/cost-optimization.md |
VPA, HPA tuning, spot instances, quotas, right-sizing |
| Multi-Cluster | references/multi-cluster.md |
Cluster API, federation, cross-cluster networking, DR |
What ships with it
11 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.
- references/configuration.md 8.8 KB
- references/cost-optimization.md 9.6 KB
- references/custom-operators.md 16 KB
- references/gitops.md 11 KB
- references/helm-charts.md 20 KB
- references/multi-cluster.md 11 KB
- references/networking.md 7.9 KB
- references/service-mesh.md 9.3 KB
- references/storage.md 9.5 KB
- references/troubleshooting.md 11 KB
- references/workloads.md 8.5 KB
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.
- 2mo ago First seen · 378 lines · 80 tokens per session scan A ed714ab85f39
Qkubernetes-specialist is a skill published in the GitHub repository inho-team/qe-mcp (0 stars, last pushed 28d ago), licensed MIT. It adds 80 tokens to every session and 2,738 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-01.
Qkubernetes-specialist compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| Qkubernetes-specialistinho-team/qe-mcp | Skill | 0 | 28d ago | MIT | A | 80 | Claude Code, Codex |
| openshell-cliNVIDIA/OpenShell | Skill | 21k | 2d ago | Apache-2.0 | A | 134 | Claude Code, Codex |
| azd-deploymentsickn33/agentic-awesome-skills | Skill | 49k | 3d ago | MIT | A | 29 | Claude Code |
| cdf-orchestration-setupNVIDIA/skills | Skill | 3.9k | 2d ago | Apache-2.0 | A | 105 | Codex |
| langbot-deploylangbot-app/LangBot | Skill | 19k | yesterday | Apache-2.0 | B | 104 | Claude Code, Codex |
| compute-env-setupcompanion-inc/feynman | Skill | 10k | 2d ago | MIT | A | 45 | Claude Code, Codex |
| compute-env-setupUnicomAI/wanwu | Skill | 2.4k | 3d ago | Apache-2.0 | A | 134 | Claude Code, Codex |