Cloud Infra Supply Chain
zhaji2333/CkSKILLS
当目标涉及云资产（对象存储/云元数据/Serverless）、容器/K8s、运维面板（宝塔/Grafana/Zabbix/Jenkins/GitLab/Nacos等）、消息队列/缓存中间件、CI/CD流水线、第三方回调集成、依赖组件CVE、信息泄露配置时调用。负责未授权访问、弱口令、云配置错误、供应链漏洞与敏感信息挖掘。
Creates, triggers and monitors CI/CD pipelines in KubeSphere DevOps through its Kubernetes resources, checking pipeline parameters before every run.
Install KubeSphere DevOps Pipelines
$ npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kubesphere/kubesphere kubesphere-devops-pipeline --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/kubesphere/kubesphere.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/kubesphere-devops-pipeline .claude/skills/kubesphere-devops-pipeline && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "kubesphere-devops-pipeline" agent skill from https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipeline into .claude/skills/kubesphere-devops-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubesphere-devops-pipeline", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipelineType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kubesphere/kubesphere kubesphere-devops-pipeline --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kubesphere/kubesphere.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/kubesphere-devops-pipeline .agents/skills/kubesphere-devops-pipeline && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kubesphere-devops-pipeline" agent skill from https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipeline into .agents/skills/kubesphere-devops-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubesphere-devops-pipeline", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kubesphere/kubesphere kubesphere-devops-pipeline --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kubesphere/kubesphere.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/kubesphere-devops-pipeline .cursor/skills/kubesphere-devops-pipeline && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "kubesphere-devops-pipeline" agent skill from https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipeline into .cursor/skills/kubesphere-devops-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubesphere-devops-pipeline", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/kubesphere/kubesphere.git --path skills/kubesphere-devops-pipeline--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kubesphere/kubesphere kubesphere-devops-pipeline --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kubesphere/kubesphere.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/kubesphere-devops-pipeline .gemini/skills/kubesphere-devops-pipeline && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "kubesphere-devops-pipeline" agent skill from https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipeline into .gemini/skills/kubesphere-devops-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubesphere-devops-pipeline", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install kubesphere/kubesphere kubesphere-devops-pipelineInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kubesphere/kubesphere.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/kubesphere-devops-pipeline .github/skills/kubesphere-devops-pipeline && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "kubesphere-devops-pipeline" agent skill from https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipeline into .github/skills/kubesphere-devops-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubesphere-devops-pipeline", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kubesphere/kubesphere kubesphere-devops-pipeline --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kubesphere/kubesphere.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/kubesphere-devops-pipeline .opencode/skills/kubesphere-devops-pipeline && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "kubesphere-devops-pipeline" agent skill from https://github.com/kubesphere/kubesphere/tree/master/skills/kubesphere-devops-pipeline into .opencode/skills/kubesphere-devops-pipeline/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubesphere-devops-pipeline", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
kubesphere-devops-pipeline- GitHub stars
- 17k
- Token cost
- ~11k tokens
- SKILL.md length
- 1,905 words
- Files
- 1
- Skills in repo
- 32
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Creates, triggers and monitors CI/CD pipelines in KubeSphere DevOps through its Kubernetes resources, checking pipeline parameters before every run.
- Works in 11 steps: Get Pipeline Definition and Extract… → Trigger Pipeline with Parameters → List Available Branches → …
- Creating or updating a CI/CD pipeline in a KubeSphere DevOps project
- SKILL.md covers Overview, When to Use, Architecture Mapping and Triggering Pipeline Runs…, plus 5 more sections
- Calls curl, kubectl and jq; reaches github.com; needs API_TOKEN
What it does
In KubeSphere DevOps a pipeline is a Kubernetes custom resource tied to Jenkins, and this skill teaches the agent how the two sides line up: a DevOpsProject corresponds to a Jenkins folder, a Pipeline to a WorkflowJob and a PipelineRun to a build run. Kubernetes resources are treated as the source of truth.
The preferred way to start a run is to create a PipelineRun resource and apply it with kubectl, then watch its status phase, conditions and start and completion times. The skill insists that the agent first look up any parameters the pipeline defines, from the branch endpoint for multi-branch pipelines or from the Jenkinsfile for regular ones, because a run without required parameters fails or falls back to wrong defaults.
When your agent uses it
- Creating or updating a CI/CD pipeline in a KubeSphere DevOps project
- Triggering a pipeline run, including multi-branch pipelines that take parameters
- Watching a run's progress and pulling its logs and artifacts
- Troubleshooting a pipeline run that failed
Example prompts
- “Trigger the build-and-push pipeline in demo-project and tell me when it finishes.”
- “List all pipeline runs in demo-project and show which ones failed.”
- “Does the release pipeline need parameters before I start a run on the main branch?”
- “Fetch the logs from the last failed run of the api-service pipeline.”
Requirements
- kubectl access to a KubeSphere cluster with DevOps installed
Workflow steps
11 steps, taken from the step headings in SKILL.md.
- Get Pipeline Definition and Extract Parameters
- Trigger Pipeline with Parameters
- List Available Branches
- Ask User Which Branch to Build
- Trigger Build on Selected Branch
- Get Node Details to Find Input Step
- Approve or Reject the Input Step
- Get Jenkins PipelineRun ID
- Fetch Logs
- List Artifacts
- Download Artifact
What it can do on your machine
Read from SKILL.md and the folder at commit 04a29b5. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
curlkubectljqgit
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
Also links to:
jenkins.io
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
API_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
KubeSphere DevOps Pipelines loads about 11k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 1,905 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,905 words (~11,192 tokens).
“Pipelines in KubeSphere DevOps are Kubernetes custom resources that integrate with Jenkins. KubeSphere uses a cloud-native, object-reconcile approach where Kubernetes resources are the source of truth.”
- name
- kubesphere-devops-pipeline
Files
Just SKILL.md in skills/kubesphere-devops-pipeline of kubesphere/kubesphere.
Open the folder on GitHubat commit 04a29b5
Compare with similar skills
KubeSphere DevOps Pipelines next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| KubeSphere DevOps Pipelines this skillkubesphere/kubesphere | 17k | — | ~11k | Automated safety check: Pass | Custom licence | |
| Cloud Infra Supply Chainzhaji2333/CkSKILLS | 113 | — | ~688 | Automated safety check: Warn | MIT | |
| Infrastructure Devops Devops Engineerchendongqi/OPB-Skills | 125 | — | ~1.4k | Automated safety check: Pass | None | |
| Jenkinsfile Generatorakin-ozer/cc-devops-skills | 319 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | |
| Data Processingaiskillstore/marketplace | 430 | 1 repos | ~720 | Automated safety check: Notes | MIT | |
| Cloud Devopsdavila7/claude-code-templates | 32k | 4 repos | ~1.4k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about KubeSphere DevOps Pipelines
What does KubeSphere DevOps Pipelines do?
Creates, triggers and monitors CI/CD pipelines in KubeSphere DevOps through its Kubernetes resources, checking pipeline parameters before every run. In KubeSphere DevOps a pipeline is a Kubernetes custom resource tied to Jenkins, and this skill teaches the agent how the two sides line up: a DevOpsProject corresponds to a Jenkins folder, a Pipeline to a WorkflowJob and a PipelineRun to a build run. Kubernetes resources are treated as the source of truth.
When should I use KubeSphere DevOps Pipelines?
KubeSphere DevOps Pipelines fits situations like: creating or updating a CI/CD pipeline in a KubeSphere DevOps project; triggering a pipeline run, including multi-branch pipelines that take parameters; watching a run's progress and pulling its logs and artifacts; troubleshooting a pipeline run that failed.
How do I install KubeSphere DevOps Pipelines in Claude Code?
Run `npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a claude-code`. Or copy the skill folder (skills/kubesphere-devops-pipeline in kubesphere/kubesphere) into .claude/skills/kubesphere-devops-pipeline in your project. Claude Code loads it when a task matches its description.
How do I install KubeSphere DevOps Pipelines in Codex?
Run `npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a codex`. Or copy the skill folder (skills/kubesphere-devops-pipeline in kubesphere/kubesphere) into .agents/skills/kubesphere-devops-pipeline in your project. Codex loads it when a task matches its description.
Can I use KubeSphere DevOps Pipelines in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add kubesphere/kubesphere --skill kubesphere-devops-pipeline -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kubesphere-devops-pipeline, .gemini/skills/kubesphere-devops-pipeline, .github/skills/kubesphere-devops-pipeline and .opencode/skills/kubesphere-devops-pipeline in your project.
What does KubeSphere DevOps Pipelines need to run?
Going by SKILL.md and its folder, KubeSphere DevOps Pipelines needs the command-line tools its instructions call (curl, kubectl, jq and git) and credentials named API_TOKEN. Our summary lists: kubectl access to a KubeSphere cluster with DevOps installed.
Does KubeSphere DevOps Pipelines access the network?
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: jenkins.io. This is read from the text; nothing was executed.
Is KubeSphere DevOps Pipelines safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does KubeSphere DevOps Pipelines use?
KubeSphere DevOps Pipelines has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does KubeSphere DevOps Pipelines use?
About 11k tokens (SKILL.md is roughly 45k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to KubeSphere DevOps Pipelines?
Skills that share tags, products or a category with KubeSphere DevOps Pipelines: Cloud Infra Supply Chain (zhaji2333/CkSKILLS, 113 stars), Infrastructure Devops Devops Engineer (chendongqi/OPB-Skills, 125 stars), Jenkinsfile Generator (akin-ozer/cc-devops-skills, 319 stars) and Data Processing (aiskillstore/marketplace, 430 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains KubeSphere DevOps Pipelines?
kubesphere (a GitHub organization) maintains it in kubesphere/kubesphere, which has 17,060 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on July 15, 2026.
Source: kubesphere/kubesphere on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.