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mcp/skillhub

Agent Skill

Openpitrix skill

openpitrixkubesphere/kubesphereskills/openpitrix/SKILL.md

KubeSphere OpenPitrix application management Skill. Use when users ask about KubeSphere App Store, OpenPitrix, Helm/YAML application templates, application repositories, app versions, app releases, categories, review states, repository sync, or troubleshooting application installation and upgrade issues.

17k

always on

60 tokname + description

once used

9,266 tokSKILL.md body

bundled files

116 KB

repo stars

17kGitHub

Install the Openpitrix skill

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

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

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/openpitrix ~/.claude/skills/openpitrix

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 description60 tok
When the agent uses itThe SKILL.md instructions9,266 tok
Only if opened1 bundled files (16 KB)varies

Until it is used, openpitrix costs about 23× 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.

  • OpenPitrix Application Management
  • Overview
  • Architecture
  • Navigation and Feature Coverage
  • Tool Selection
  • Quick Inspection
  • KAPI Routes
  • KSE Application API examples
  • Legacy OpenPitrix API examples
  • App Store and Workspace App Management Workflow
  • Repository Workflow
  • Uploaded App Workflow
  • Release Workflow
  • Categories
  • Development Notes

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