kubesphere-core
KubeSphere central controller Skill. Routes to specific Skills based on user requests: multi-cluster management (kubesphere-cluster-management), multi-tenant management (kubesphere-multi-tenant-management), extension management (kubesphere-extension-management).
Install / Use
npx skills add kubesphere/kubesphere --skill kubesphere-coreInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
OperationsSupported Platforms
Our assessment of kubesphere-core
kubesphere-core scores 94/100 on our quality scale, 120th of 743 Operations skills we index (top 17%).
Its SKILL.md is 5.2 KB long, well organised into 15 sections with 4 code examples: a solid amount of guidance for an agent.
With 17,059 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated about 3 months ago, so kubesphere-core is actively maintained.
- Our last check on 2026-10-02 found the source still online.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit ā read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.
AI review by kimi-k2.7-code on 2026-09-26. Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk ā read a skill before letting an agent act on it.
kubesphere-core compared with similar skills
All 4 of these similar skills score higher than kubesphere-core; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| kubesphere-core (this skill)by kubesphere | 94 | 17.1k | 3mo ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 94.6k | 1d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.8k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 86.4k | today | MCP Server |
| crawl4aiby unclecode | 100 | 85.0k | 4d ago | MCP Server |
Frequently asked questions
- How do I install kubesphere-core?
- Run
npx skills add kubesphere/kubesphere --skill kubesphere-core. The install tabs above show the steps for each supported agent. - Which AI agents does kubesphere-core work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is kubesphere-core safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is kubesphere-core still maintained?
- The repository was last updated about 3 months ago, so kubesphere-core is actively maintained.
Skill content
View source on GitHubname: kubesphere-core description: KubeSphere central controller Skill. Routes to specific Skills based on user requests: multi-cluster management (kubesphere-cluster-management), multi-tenant management (kubesphere-multi-tenant-management), extension management (kubesphere-extension-management). Also provides core architecture, API routing, and API utilities.
KubeSphere Core
Overview
KubeSphere is a distributed operating system for cloud-native application management built on Kubernetes. Version 4.x adopts a microkernel + extension architecture (codename LuBan) where the core provides essential functions and independent functional modules are delivered as extensions.
Core Architecture
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā KubeSphere Console ā
ā (React-based Web UI + Extension Framework) ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā¬āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā¼āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā KubeSphere Core (LuBan) ā
ā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā ā
ā ā Multi-Cluster ā ā Multi-Tenant ā ā K8s Resource ā ā Extension ā ā Application ā ā
ā ā Management ā ā Management ā ā Management ā ā Management ā ā Management ā ā
ā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā āāāāāāāāāāāāāāāāāāāāā ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā¬āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā¼āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
ā Underlying Kubernetes Clusters ā
āāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāāā
Core Components
| Component | Description | |-----------|-------------| | ks-apiserver | API aggregation layer. Acts as the central API entry point for KubeSphere, aggregating APIs from core services and extensions. Handles authentication, authorization, and multi-cluster API routing. | | ks-controller-manager | Resource controllers. Manages the lifecycle of KubeSphere custom resources (workspaces, projects, users, etc.). Reconciles desired state and handles event-driven operations. | | ks-console | Web UI. React-based console providing visual management interface for all KubeSphere capabilities. Supports extension framework for custom UI components. |
API
API Path Prefixes
KubeSphere provides two main API path prefixes with different routing behaviors:
| Path Prefix | Routed To | Use Case |
|-------------|-----------|----------|
| /apis/ | kube-apiserver on target cluster | Direct Kubernetes CRUD operations |
| /kapis/ | KubeSphere API server | KubeSphere-specific APIs, workspace-scoped operations |
Multi-Cluster API Routing
Use the /clusters/{cluster-name}/ prefix to forward requests to specific member clusters:
# Access member-1 cluster
/clusters/member-1/kapis/tenant.kubesphere.io/v1beta1/workspaces/demo/namespaces
API Script Usage
Use the ks_api.py script to make API calls. The script handles authentication automatically.
Prerequisites:
pip install requests
export KUBESPHERE_HOST="http://<kubesphere-host>"
python scripts/ks_api.py --login --username admin --password <password>
Usage:
# Get token info
python scripts/ks_api.py
# List resources (GET)
python scripts/ks_api.py GET /kapis/tenant.kubesphere.io/v1beta1/workspacetemplates
# Query specific cluster
python scripts/ks_api.py GET /clusters/member-1/kapis/tenant.kubesphere.io/v1beta1/namespaces
# Clear cached token
python scripts/ks_api.py --clear-cache
Skill Routing
kubesphere-core routes to specific Skills based on user requests.
| Skill | Capabilities | Restrictions |
|-------|--------------|--------------|
| kubesphere-core | Architecture, API routing, API utilities | No management operations |
| kubesphere-cluster-management | Multi-cluster management | Cluster operations |
| kubesphere-multi-tenant-management | Create user/workspace/project, assign roles | No delete, No custom roles |
| kubesphere-extension-management | Extension install/upgrade/uninstall | Extension-related only |
References
Related Skills
Agent-Reach
94.6kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu ā one CLI, zero API fees.
headroom
74.8kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Scrapling
86.4kš·ļø An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
crawl4ai
85.0kOpen-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit ā see the Safety scan above for what the skill file itself contains.
