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Agent Skill

Kubesphere Devops Pipeline skill

kubesphere-devops-pipelinekubesphere/kubesphereskills/kubesphere-devops-pipeline/SKILL.md

Use when creating, running, or managing CI/CD pipelines in KubeSphere DevOps, including pipeline API operations and run monitoring

17k

always on

33 tokname + description

once used

12,043 tokSKILL.md body

bundled files

0

repo stars

17kGitHub

Install the Kubesphere Devops Pipeline skill

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

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

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/kubesphere-devops-pipeline ~/.claude/skills/kubesphere-devops-pipeline

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 description33 tok
When the agent uses itThe SKILL.md instructions12,043 tok
Only if openedNo bundled files—

Until it is used, kubesphere-devops-pipeline costs about 41× 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

  • The instructions are over 5,000 tokens, the Agent Skills specification's guideline for SKILL.md.
  • 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.

  • KubeSphere DevOps Pipeline Management
  • Overview
  • When to Use
  • Architecture Mapping
  • Triggering Pipeline Runs (Recommended: Object-Reconcile)
  • Create a PipelineRun
  • Check PipelineRun Status
  • PipelineRun Status Fields
  • Delete a PipelineRun
  • Working Pipeline Example
  • Pipeline Resource
  • Tenant-Created Resources: Creator Annotation
  • Multi-Branch Pipeline
  • Create Multi-Branch Pipeline
  • Trigger Multi-Branch Pipeline Run
  • Check Discovered Branches
  • Trigger Repository Scanning
  • Complete Private Repo Setup Example
  • Complete Multi-Branch Workflow Example
  • Multi-Branch vs Regular Pipeline
  • Triggering Regular Pipeline Runs with Parameters (v1alpha3 API)
  • Step 1: Get Pipeline Definition and Extract Parameters
  • Step 2: Trigger Pipeline with Parameters
  • Complete Example for Regular Pipelines

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. kubeeyekubesphere/kubesphere

    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.

    17k488 tok idle · 3,473 in use
  5. 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
  6. 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
  7. 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
  8. 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