Agent skill

Kubernetes

Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos, OpenShift/OKD, kind, Minikube…

MITAuto-check passedDevOps & Cloud

Install Kubernetes

skills CLI

$ npx skills add magnus919/agent-skills --skill kubernetes -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install magnus919/agent-skills kubernetes --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/magnus919/agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/kubernetes .claude/skills/kubernetes && rm -rf skills-src

Use ~/.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/

Paste into Claude Code

Install the "kubernetes" agent skill from https://github.com/magnus919/agent-skills/tree/main/kubernetes into .claude/skills/kubernetes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubernetes", 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

$skill-installer install https://github.com/magnus919/agent-skills/tree/main/kubernetes

Type 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.

skills CLI

$ npx skills add magnus919/agent-skills --skill kubernetes -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install magnus919/agent-skills kubernetes --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/magnus919/agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/kubernetes .agents/skills/kubernetes && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "kubernetes" agent skill from https://github.com/magnus919/agent-skills/tree/main/kubernetes into .agents/skills/kubernetes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubernetes", 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.

skills CLI

$ npx skills add magnus919/agent-skills --skill kubernetes -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install magnus919/agent-skills kubernetes --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/magnus919/agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/kubernetes .cursor/skills/kubernetes && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "kubernetes" agent skill from https://github.com/magnus919/agent-skills/tree/main/kubernetes into .cursor/skills/kubernetes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubernetes", 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

$ gemini skills install https://github.com/magnus919/agent-skills.git --path kubernetes

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add magnus919/agent-skills --skill kubernetes -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install magnus919/agent-skills kubernetes --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/magnus919/agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/kubernetes .gemini/skills/kubernetes && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "kubernetes" agent skill from https://github.com/magnus919/agent-skills/tree/main/kubernetes into .gemini/skills/kubernetes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubernetes", 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.

GitHub CLI

$ gh skill install magnus919/agent-skills kubernetes

Installs 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).

skills CLI

$ npx skills add magnus919/agent-skills --skill kubernetes -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/magnus919/agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/kubernetes .github/skills/kubernetes && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "kubernetes" agent skill from https://github.com/magnus919/agent-skills/tree/main/kubernetes into .github/skills/kubernetes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubernetes", 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.

skills CLI

$ npx skills add magnus919/agent-skills --skill kubernetes -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install magnus919/agent-skills kubernetes --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/magnus919/agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/kubernetes .opencode/skills/kubernetes && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "kubernetes" agent skill from https://github.com/magnus919/agent-skills/tree/main/kubernetes into .opencode/skills/kubernetes/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kubernetes", 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: kubernetes
GitHub stars: 115
Token cost: ~1.6k tokens
SKILL.md length: 624 words
Files: 34 (incl. scripts, references)
Skills in repo: 131
Repo updated: Oct 10, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos, OpenShift/OKD, kind, Minikube…

Works in 6 steps: Identify the target: distribution,… → Discover before assuming: query served… → Separate portable Kubernetes behavior… → …
A task involves kubectl
SKILL.md covers Operating contract, Choose the operating path, First-response discovery and Routing, plus 4 more sections
Calls kubectl

What it does

Kubernetes is an agent skill from magnus919/agent-skills. Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos, OpenShift/OKD, kind, Minikube, Rancher-managed clusters, EKS, AKS, and GKE. Use when a task involves kubectl, Kubernetes APIs, Pods, Deployments, StatefulSets, Services, Ingress or Gateway API, CRDs, RBAC, NetworkPolicy, storage, scheduling, autoscaling, cluster lifecycle, or the bundled agent-first k8s-cli. Do not use this skill for unrelated requests; route…

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 35 other files, including scripts and reference files (for example `README.md`, `evals/evals.json` and `references/api-and-versioning.md`).

It sits in DevOps & Cloud, covering Container orchestration. It works with Kubernetes and Google Kubernetes Engine. The repository describes itself as: Curated collection of AI agent skills for Hermes and other agent frameworks. The licence is MIT.

When your agent uses it

A task involves kubectl
Kubernetes APIs
Cluster lifecycle
The bundled agent-first k8s-cli

Example prompts

“/kubernetes”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

Identify the target: distribution, provider, cluster version, client version, context, namespace, access mode, and whether the cluster is…
Discover before assuming: query served API resources, API versions, CRDs, system workloads, nodes, and distribution markers.
Separate portable Kubernetes behavior from distribution/provider overlays. Load the matching reference before using lifecycle, networking…
For mutations, preview first (k8s-cli ... --dry-run or kubectl diff / server dry-run), state scope, require explicit confirmation for…
Prefer stable APIs and server-side validation. Treat beta/alpha APIs, feature gates, provider defaults, and version numbers as…
Keep evidence bounded and structured. Never dump kubeconfigs, Secret values, tokens, or unbounded logs into chat.

What it can do on your machine

Read from SKILL.md and the folder at commit 22b4723. 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
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
- kubectl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use kubectl, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Kubernetes loads about 1.6k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 140 tokens; SKILL.md has 624 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~140
When it runs · the whole SKILL.md, loaded when a task matches: ~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~11k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from magnus919/agent-skills at commit 22b4723, republished under its MIT licence (© magnus919). 624 words, ~1,583 tokens.

Download SKILL.mdSave it as .claude/skills/kubernetes/SKILL.md (or your agent's skills folder). This skill also uses 33 other files; get the full folder from GitHub.

name: kubernetes
description: Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos, OpenShift/OKD, kind, Minikube, Rancher-managed clusters, EKS, AKS, and GKE. Use when a task involves kubectl, Kubernetes APIs, Pods, Deployments, StatefulSets, Services, Ingress or Gateway API, CRDs, RBAC, NetworkPolicy, storage, scheduling, autoscaling, cluster lifecycle, or the bundled agent-first k8s-cli. Do not use this skill for unrelated requests; route to the nearest named specialist.

Kubernetes

Use this skill as a decision and routing layer. Do not treat it as a static kubectl cheat sheet.

Operating contract

Identify the target: distribution, provider, cluster version, client version, context, namespace, access mode, and whether the cluster is production.
Discover before assuming: query served API resources, API versions, CRDs, system workloads, nodes, and distribution markers.
Separate portable Kubernetes behavior from distribution/provider overlays. Load the matching reference before using lifecycle, networking, identity, storage, or upgrade instructions.
For mutations, preview first (k8s-cli ... --dry-run or kubectl diff / server dry-run), state scope, require explicit confirmation for destructive actions, then verify conditions, events, rollout, and the external boundary.
Prefer stable APIs and server-side validation. Treat beta/alpha APIs, feature gates, provider defaults, and version numbers as time-sensitive.
Keep evidence bounded and structured. Never dump kubeconfigs, Secret values, tokens, or unbounded logs into chat.

Choose the operating path

Situation	First move	Do not do
Live cluster operation	Run `doctor`, `context`, and `discover`; record context, namespace, distribution, and versions	Do not infer cluster state from configuration or a prior command
No cluster access	Produce a bounded plan and name the missing prerequisite	Do not claim a diagnosis, success, or invented command output
Any mutation	Render, diff/server-dry-run, state scope, obtain the required confirmation, then mutate and verify the relevant boundary	Do not treat command exit 0 as operational success
Provider or distribution present	Load the matching overlay before applying portable guidance	Do not apply upstream instructions unchanged

First-response discovery

scripts/k8s-cli --json doctor
scripts/k8s-cli --json context
scripts/k8s-cli --json discover

If the wrapper is unavailable, use the equivalent native commands from references/cli-reference.md. If kubectl is absent, stop and report the prerequisite rather than inventing cluster state.

Routing

Scenario	Load
API discovery, SSA, CRDs, or deprecations	`references/api-and-versioning.md`
Workloads, probes, rollouts, jobs, or controllers	`references/workloads-and-rollouts.md`
Scheduling, scaling, storage, node disruption, or reliability	`references/scheduling-scaling-storage.md` and `references/nodes-and-reliability.md`
Services, DNS, NetworkPolicy, Ingress, or Gateway API	`references/networking.md`
Pod is `Running` but not serving traffic or is absent from Service endpoints	`references/workloads-and-rollouts.md`, `references/networking.md`, `references/troubleshooting.md`, and the matching distribution overlay
RBAC, Pod Security, admission, audit, secrets, or policy engines	`references/security-and-policy.md` and `references/policy.md`
Evidence-first diagnosis or advanced debugging	`references/troubleshooting.md` and `references/debugging.md`
Backups, upgrades, HA, or observability	`references/operations.md`, `references/backup-restore.md`, and `references/observability.md`
Distribution/provider overlays or version matrix	`references/distributions.md`, `references/version-skew.md`, and `references/source-index.md`
Native command details or output contracts	`references/cli-reference.md`
Mutation safety gates	`references/safety-gates.md`

Show full SKILL.md (245 more words)Show less

Templates and scripts

templates/diagnostic-report.md: human-readable incident report
templates/cluster-inventory.json: bounded inventory schema
templates/upgrade-runbook.md: preflight, change, and verification runbook
scripts/k8s-cli: agent-first wrapper around kubectl
scripts/test-k8s-cli.sh: deterministic tests using a fake kubectl
scripts/gather-cluster-state.sh: bounded diagnostic collection for incident reports
scripts/verify-cluster-health.sh: bounded post-operation health verification
scripts/refresh-version-matrix.sh: refreshes dated release observations, never silently edits guidance

Version policy

The research baseline was checked 2026-07-11. The Kubernetes project page reported maintained minors 1.36, 1.35, and 1.34. This is not a permanent claim. Refresh references/distributions.md and the source index before asserting current versions or support status.

Verification boundary

Claim	Minimum evidence
Pod is healthy	Pod conditions, readiness, events, and relevant EndpointSlice or external boundary
Pod is serving traffic	Ready condition, Service selector, EndpointSlice membership, events, and a bounded Service-level check
Rollout succeeded	Controller conditions, resulting Pods, events, and the relevant Service or external check
API/resource is available	Served API discovery, installed CRDs/controller support, and server-side validation
Command succeeded operationally	Bounded command result plus the resource condition and user-visible boundary

A component-level command result is evidence about that component only; do not promote it to a cluster or integration claim.

Hard boundaries

Never expose Secret data or raw kubeconfig credentials.
Never use --force-conflicts, delete, drain, patch, upgrade, or cluster-reset procedures without explaining scope and obtaining the required confirmation.
Never call a Pod healthy from Running alone.
Never call an integration successful from a component-level test alone.
Never apply an upstream procedure to k3s, RKE2, a managed provider, Talos, or OpenShift without loading its overlay.

Files

SKILL.md and 33 other files (scripts, references) in kubernetes of magnus919/agent-skills.

SKILL.md
README.md
evals/evals.json
references/api-and-versioning.md
references/backup-restore.md
references/cli-reference.md
references/debugging.md
references/distributions.md
references/networking.md
references/nodes-and-reliability.md
references/observability.md
references/operations.md
references/policy.md
references/safety-gates.md
references/scheduling-scaling-storage.md
references/security-and-policy.md
references/source-index.md
references/troubleshooting.md
references/version-skew.md
… and 15 more

Open the folder on GitHubat commit 22b4723

Compare with similar skills

Kubernetes 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.

Kubernetes compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Kubernetes this skillmagnus919/agent-skills	115	—	~1.6k	Automated safety check: Pass	MIT	today
Devopsnicepkg/auto-company	195	2 repos	~814	Automated safety check: Pass	MIT	8 mo ago
KubeShark for KubernetesLukasNiessen/kubernetes-skill	446	—	~1.2k	Automated safety check: Pass	MIT	27 days ago
Kcli Cluster Deploymentkarmab/kcli	653	—	~1.5k	Automated safety check: Pass	Apache-2.0	yesterday
Aicr Analyzing SnapshotsNVIDIA/aicr	440	—	~3.5k	Automated safety check: Pass	Apache-2.0	today
GCP Gkesickn33/agentic-awesome-skills	47k	2 repos	~2.5k	Automated safety check: Pass	MIT	yesterday

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Questions about Kubernetes

What does Kubernetes do?

Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos, OpenShift/OKD, kind, Minikube…. Kubernetes is an agent skill from magnus919/agent-skills. Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos, OpenShift/OKD, kind, Minikube, Rancher-managed clusters, EKS, AKS, and GKE.

When should I use Kubernetes?

Kubernetes fits situations like: A task involves kubectl; Kubernetes APIs; cluster lifecycle; the bundled agent-first k8s-cli.

How do I install Kubernetes in Claude Code?

Run `npx skills add magnus919/agent-skills --skill kubernetes -a claude-code`. Or copy the skill folder (kubernetes in magnus919/agent-skills) into .claude/skills/kubernetes in your project. Claude Code loads it when a task matches its description.

How do I install Kubernetes in Codex?

Run `npx skills add magnus919/agent-skills --skill kubernetes -a codex`. Or copy the skill folder (kubernetes in magnus919/agent-skills) into .agents/skills/kubernetes in your project. Codex loads it when a task matches its description.

Can I use Kubernetes 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 magnus919/agent-skills --skill kubernetes -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kubernetes, .gemini/skills/kubernetes, .github/skills/kubernetes and .opencode/skills/kubernetes in your project.

What does Kubernetes need to run?

Going by SKILL.md and its folder, Kubernetes needs the command-line tools its instructions call (kubectl).

Does Kubernetes access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Kubernetes 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Kubernetes use?

Kubernetes is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Kubernetes use?

About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 9.1k tokens, read only when the agent opens those files.

What are the alternatives to Kubernetes?

Skills that share tags, products or a category with Kubernetes: Devops (nicepkg/auto-company, 195 stars), KubeShark for Kubernetes (LukasNiessen/kubernetes-skill, 446 stars), Kcli Cluster Deployment (karmab/kcli, 653 stars) and Aicr Analyzing Snapshots (NVIDIA/aicr, 440 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Kubernetes?

magnus919 (a GitHub user) maintains it in magnus919/agent-skills, which has 115 GitHub stars. The repository holds 131 skills in this directory. The repository was last updated on October 10, 2026.

Source: magnus919/agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Kubernetes

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Kubernetes

Operating contract

Choose the operating path

First-response discovery

Routing

Templates and scripts

Version policy

Verification boundary

Hard boundaries

Files

Compare with similar skills

Similar skills

More from magnus919/agent-skills

Related

Questions about Kubernetes