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AIops-tools/K8s-AIops

Standalone governed Kubernetes ops — 15 MCP tools with built-in audit/budget/undo/risk-tier harness

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git clone --filter=blob:none --no-checkout https://github.com/AIops-tools/K8s-AIops.git .hotskills/aiops-tools-k8s-aiops && git -C .hotskills/aiops-tools-k8s-aiops checkout --detach 9e75a5946a2a28375c687063c193a90a1a72abc9 # Copy each selected skill directory from .hotskills/aiops-tools-k8s-aiops into .claude/skills/<skill-name>/
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Individual skills in this repository

How it works

k8s-aiops

When your agent uses it

Use this skill whenever the user needs to operate a Kubernetes cluster — list/inspect pods, deployments, statefulsets, daemonsets, replicasets, jobs, cronjobs, services, ingresses, endpoints, configmaps, secrets (names/keys only), PVCs/PVs/storageclasses, nodes, namespaces, and events; read pod logs; describe pods/nodes; pod/node top (metrics); read-only diagnostics / RCA (pod-health, workload-readiness); scale deployments/statefulsets; rollout status/history/undo/pause/resume and set image; delete pods/deployments/jobs; create/delete namespaces; and cordon/uncordon/drain nodes. Works with any kubeconfig-reachable cluster (standard Kubernetes, k3s, EKS, GKE, AKS). Always use this skill for "list k8s pods", "scale deployment", "kubernetes pod logs", "describe pod", "why is my pod crashing", "diagnose pods", "which deployments are unhealthy", "rollout undo", "set image", "top pods", "drain node", "cordon node", "restart deployment", "k3s", or "kubectl"-style tasks when the context is explicitly Kubernetes / a cluster. Do NOT use when the target is not a Kubernetes cluster (hypervisor VM lifecycle, backup products, or cloud-provider consoles are out of scope). Common Kubernetes operations with a built-in governance harness (audit, token budget, undo, risk-tier labels).

What it loads into context

Frontmatter

897 tokens

Always available to the agent

SKILL.md

4,911 tokens

When the skill is activated

Reference documents

6,105 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. What This Skill Does
  2. Quick Install
  3. When to Use This Skill
  4. Related Skills — Skill Routing
  5. Common Workflows
  6. Usage Mode
  7. MCP Tools (55 — 39 read, 16 write)
  8. CLI Quick Reference
  9. Troubleshooting
  10. Audit & Safety
  11. Contributing & feature requests
  12. License

Files

  • ../../.claude-plugin/plugin.jsonasset594 bytes
  • SKILL.mdcore18,685 bytes
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  • references/agent-guardrails.mddoc9,392 bytes
  • references/capabilities.mddoc6,127 bytes
  • references/cli-reference.mddoc3,495 bytes
  • references/setup-guide.mddoc3,975 bytes
Read SKILL.md

# k8s AIops

> **Audit availability:** Real writes require a durable audit intent. Reads and previews can continue if audit storage fails; check the warning and audit health before relying on their audit trail.

> **Disclaimer**: This is a community-maintained open-source project and is **not affiliated with, endorsed by, or sponsored by the Cloud Native Computing Foundation, the Kubernetes project, or k3s/Rancher.** "Kubernetes" and "k3s" are trademarks of their respective owners. Source code is publicly auditable at [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops) under the MIT license.

Governed Kubernetes operations — **55 MCP tools**, every one wrapped with the bundled `@governed_tool` harness: a local unified audit log under `~/.k8s-aiops/`, a token/runaway budget guard, undo-token recording, and a descriptive risk-tier label on every audit row. Works with any kubeconfig-reachable cluster (standard Kubernetes, k3s, EKS, GKE, AKS). Run `k8s-aiops init` for a friendly onboarding wizard that registers your kube contexts as named targets.

> **Standalone**: the governance harness is bundled in the package (`k8s_aiops.governance`) — k8s-aiops has no external skill-family dependency. Coverage focuses on common operations and is not yet exhaustive.

## What This Skill Does

| Category | Tools | Count | Read or Write |
|----------|-------|:-----:|:-------------:|
View the complete source on GitHub

Skills included

  • k8s-aiops

Repository facts

License
MIT
Created
Jun 22, 2026
Last pushed
Oct 30, 2026
Forks
0
Open issues
0
Project activity
Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 5, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

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Show all 23 signals by file

.claude-plugin/plugin.json

  • Network accessline 1
    {   "$schema": "https://anthropic.com/claude-code/plugin.schema.json",
  • Network accessline 2
    "$schema": "https://anthropic.com/claude-code/plugin.schema.json",
  • Network accessline 8
    "name": "Wei Zhou",     "email": "zhouwei008@gmail.com",     "url": "https://github.com/AIops-tools"
  • Network accessline 9
    "email": "zhouwei008@gmail.com",     "url": "https://github.com/AIops-tools"   },
  • Network accessline 10
    "url": "https://github.com/AIops-tools"
  • Network accessline 11
    },   "homepage": "https://github.com/AIops-tools/K8s-AIops",   "repository": "https://github.com/AIops-tools/K8s-AIops",
  • Network accessline 12
    "homepage": "https://github.com/AIops-tools/K8s-AIops",
  • Network accessline 13
    "repository": "https://github.com/AIops-tools/K8s-AIops",

skills/k8s-aiops/SKILL.md

  • Broad permissionsline 1
    Bash
  • Network accessline 5
    summary: "Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels." license: MIT homepage: https://github.com/AIops-tools/K8s-AIops
  • Network accessline 6
    license: MIT homepage: https://github.com/AIops-tools/K8s-AIops tags: [aiops, mcp, governance, k8s]
  • Network accessline 7
    homepage: https://github.com/AIops-tools/K8s-AIops
  • Network accessline 18
    allowed-tools:   - Bash metadata: {"openclaw":{"requires":{"anyBins":["k8s-aiops","uvx"]},"optional":{"env":["K8S_AIOPS_CONFIG","KUBECONFIG","K8S_AIOPS_HOME"]},"homepage":"https://github.com/AIops-tools/K8s-AIops","emoji":"☸<U+FE0F>","os":["macos"
  • Network accessline 19
    - Bash metadata: {"openclaw":{"requires":{"anyBins":["k8s-aiops","uvx"]},"optional":{"env":["K8S_AIOPS_CONFIG","KUBECONFIG","K8S_AIOPS_HOME"]},"homepage":"https://github.com/AIops-tools/K8s-AIops","emoji":"☸<U+FE0F>","os":["macos","linux"]}} compa
  • Network accessline 20
    metadata: {"openclaw":{"requires":{"anyBins":["k8s-aiops","uvx"]},"optional":{"env":["K8S_AIOPS_CONFIG","KUBECONFIG","K8S_AIOPS_HOME"]},"homepage":"https://github.com/AIops-tools/K8s-AIops","emoji":"☸<U+FE0F>","os":["macos","linux"]}}
  • Network accessline 35
    > **Disclaimer**: This is a community-maintained open-source project and is **not affiliated with, endorsed by, or sponsored by the Cloud Native Computing Foundation, the Kubernetes project, or k3s/Rancher.** "Kubernetes" and "k3s" are trad
  • Network accessline 244
    Coverage is intentionally focused. **Missing a device, action, or feature you need?** Open an issue or pull request at [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops/issues) — feature requests, contributions, an
  • Network accessline 248
    MIT — [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops)

skills/k8s-aiops/references/agent-guardrails.md

  • Network accessline 147
    Feedback on running this with a specific local model is genuinely useful — open an issue at [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops/issues)
  • Network accessline 148
    open an issue at [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops/issues) with the model, runtime, and what went wrong.
  • Network accessline 149
    [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops/issues)

skills/k8s-aiops/references/setup-guide.md

  • Network accessline 64
    > **Disclaimer**: This is a community-maintained open-source project and is **not affiliated with, endorsed by, or sponsored by the Cloud Native Computing Foundation, the Kubernetes project, or k3s/Rancher.** "Kubernetes" and "k3s" are trad
  • Network accessline 66
    1. **Source code** — [github.com/AIops-tools/K8s-AIops](https://github.com/AIops-tools/K8s-AIops), MIT.

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 15 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeNativeManifest .claude-plugin/plugin.json.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md skills/k8s-aiops/SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skills/k8s-aiops/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skills/k8s-aiops/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skills/k8s-aiops/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skills/k8s-aiops/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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