kubectl · Kubernetes
kubectl for AI Agents
Inspect Kubernetes with structured output and gate every cluster-changing command.
Install for an Agent
Choose an official installation path that matches the runtime. Pin a version for team or CI use, then record the version before the first task.
Structured Output for Reliable Automation
Prefer a machine-readable format. Treat stdout as the result channel and stderr as diagnostics so the agent can parse failures separately.
R0–R3 Command Risk Guide
Risk is assigned per command. R0 is local or remote read-only, R1 is reversible local write, R2 changes remote state, and R3 can be irreversible or production-impacting.
Read-only does not mean public
R0 only means the command does not change local or remote state. A read-only command may still return secrets, identity data, configuration, or production data. Expose only the minimum needed for the task, and never place it in logs, prompts, or commits.
How the Agent Readiness Score Is Built
Readiness describes how reliably an agent can operate the tool. It does not make every command safe and it does not replace an independent execution test.
Documentation indicates an agent-readiness score of 84/100. No local execution test has been recorded.
Generate a Skill or Agent Policy
Choose an agent and safety mode to generate a copyable artifact with installation, allowed commands, approval boundaries, and the evidence limitation.
---
name: kubectl-agent-workflow
description: Use kubectl for cluster inspection, workload status, events with explicit command risk and evidence boundaries.
---
# kubectl agent workflow
Use this skill when the task needs cluster inspection, workload status, events, logs.
## Evidence boundary
- Registry confidence: `docs-verified`
- Documentation checked: `2026-07-10`
- Locally tested version: `not tested`
- Do not describe this CLI as locally verified until its commands have actually been executed in an isolated environment.
## Executed smoke checks
- No local execution record is available.
## Installation
- Homebrew (macos, linux): `brew install kubectl`
- winget (windows): `winget install Kubernetes.kubectl`
## Authentication
- Methods: kubeconfig, service account token, exec credential plugin
- Secret environment variables: `KUBECONFIG`
- Minimum permissions: Use a dedicated context and RBAC role limited to get, list, and watch for audit tasks.
- Credential storage: For headless runs, inject KUBECONFIG from the CI or platform secret manager at process start. For local interactive use, prefer the CLI or operating-system credential store when the official client supports one. Never save values in repository files.
- Never print, persist, or commit credential values.
## Allowed commands (read-only)
- `kubectl get pods --namespace NAMESPACE -o json` — R0: Reads workload status in the selected namespace.
## Commands requiring explicit approval (read-only)
- None recorded.
## Forbidden commands (read-only)
- R2 `kubectl apply --filename manifest.yaml` — Creates or updates live cluster resources.
- R3 `kubectl delete namespace NAMESPACE` — Deletes a namespace and all resources contained in it.
## Execution rules
1. Mode boundary: R0 exact commands may be used; R1, R2, and R3 commands are forbidden.
2. Confirm the selected account, project, context, database, namespace, or environment before any command.
3. Prefer structured output using `-o json`, `-o yaml`.
4. Capture the exact command, exit code, stdout, and stderr separately.
5. A generated prefix policy must prompt unless that exact prefix is explicitly marked suffix-safe; do not infer safety from the executable name.
6. Never broaden credentials or disable safety controls to make a command succeed.
## Official sources
- [kubectl reference](https://kubernetes.io/docs/reference/kubectl/)
- [kubectl reference source repository](https://github.com/kubernetes/kubectl)
Verification History and Official Evidence
CLI Finder records documentation review separately from real execution. Installation, help, exit codes, and output cannot be called Verified until they were run.