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mcp/skillhub

Agent Skill

Kubeeye skill

kubeeyekubesphere/kubesphereskills/kubeeye/SKILL.md

Use when deploying KubeEye for cluster inspection, creating InspectRule/InspectPlan resources, or retrieving inspection results. Covers InstallPlan-based deployment, OPA/PromQL/FileChange/Sysctl/Systemd/NodeInfo/FileFilter/ServiceConnect/CustomCommand rule types, and report retrieval. Always consult this skill when the user mentions KubeEye, cluster inspection, InspectRule, InspectPlan, or inspection reports.

17k

always on

88 tokname + description

once used

3,473 tokSKILL.md body

bundled files

214 scripts

repo stars

17kGitHub

Install the Kubeeye skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/kubesphere/kubesphere --skill kubeeye

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/kubesphere/kubesphere.git /tmp/kubesphere
mkdir -p ~/.claude/skills
cp -R /tmp/kubesphere/skills/kubeeye ~/.claude/skills/kubeeye

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description88 tok
When the agent uses itThe SKILL.md instructions3,473 tok
Only if opened21 bundled files (99 KB)varies

Until it is used, kubeeye costs about 15× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 32 skills from kubesphere/kubesphere would load 1,691 tokens of descriptions. Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.
  • The instructions are over 500 lines; the specification suggests moving detail into reference files.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • KubeEye
  • Overview
  • When to Use
  • Architecture
  • Extension Installation Flow
  • Runtime Architecture
  • CRD Overview
  • CRD Data Flow
  • Before You Start
  • Installation
  • Step 1: Detect and Select Version
  • Step 2: Generate and Apply InstallPlan
  • Quick Start
  • Step 1: Import Rules
  • Step 2: Create InspectPlan
  • Step 3: Monitor InspectTask
  • Step 4: View InspectResult
  • View in Browser
  • Status Checking
  • InspectRule Development
  • OPA Rules
  • PromQL Rules
  • File Change Rules
  • Sysctl Rules

More skills from kubesphere/kubesphere

All skills in this repo
  1. frontend-forge-fe-operationskubesphere/kubesphere

    Operate FrontendExtension (FE) resources in frontend-forge: create, update, rebuild, inspect package artifacts, download packages, publish, unpublish, delete, and debug package/publish controller behavior. Use this skill whenever the user mentions FE operations, FrontendExtension lifecycle, extension package/download/publish/unpublish, artifact ConfigMaps, package Jobs, publisher Jobs, publish target ConfigMaps or Secrets, rebuild-token, package-state/publish-state labels, or troubleshooting FE status in a Kubernetes cluster.

    17k108 tok idle · 2,903 in use
  2. frontend-forge-fi-operationskubesphere/kubesphere

    Operate FrontendIntegration resources and the frontend-forge extension. Use when Codex needs to create a FrontendIntegration from FrontendIntegration YAML, update or patch FI lifecycle state, inspect or troubleshoot FI build output, or create, enable, disable, uninstall, and inspect the frontend-forge extension through its InstallPlan and extension resources.

    17k75 tok idle · 994 in use
  3. frontend-integration-yamlkubesphere/kubesphere

    Generate canonical FrontendIntegration YAML from a simplified single-menu authoring model for frontend-forge.

    17k125 tok idle · 481 in use
  4. kubesphere-cluster-managementkubesphere/kubesphere

    KubeSphere cluster query Skill (read-only). Use when user requests to view cluster list, cluster status, cluster details, or cluster version info. Do not perform any write operations (create, delete, update). Use KubeSphere Console for management operations.

    17k59 tok idle · 298 in use
  5. kubesphere-devops-argocdkubesphere/kubesphere

    Use when configuring ArgoCD in KubeSphere DevOps, including GitOps deployments, application management, SSO setup, or troubleshooting ArgoCD issues

    17k41 tok idle · 6,003 in use
  6. kubesphere-devops-credentialskubesphere/kubesphere

    Use when managing credentials in KubeSphere DevOps, including repository credentials, kubeconfig, and API tokens

    17k29 tok idle · 4,377 in use
  7. kubesphere-devops-jenkinskubesphere/kubesphere

    Use when configuring Jenkins in KubeSphere DevOps, including agent customization, LDAP/OIDC integration, build artifact retrieval, or troubleshooting Jenkins issues

    17k37 tok idle · 3,043 in use
  8. kubesphere-devops-overviewkubesphere/kubesphere

    Use when working with KubeSphere DevOps extension, CI/CD pipelines, Jenkins integration, or pipeline troubleshooting

    17k29 tok idle · 3,060 in use