cluster-agent-lifecycle SKILL.md skillA

cluster-agent-lifecycle from gke-labs/kube-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add gke-labs/kube-agents/cluster-agent-lifecycle@git:20261104.eab7d56

Pins git:20261104.eab7d56 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
gke-labs/kube-agents
Path
agents/platform/skills/cluster-agent-lifecycle/SKILL.md
Versions recorded
18
Latest version
git:20261104.eab7d56, committed Nov 4, 2026
First version recorded
Aug 13, 2026
Size
13,299 bytes
Repository stars
124
License
Apache-2.0

Create, delegate to, and tear down per-cluster Cluster Agent Hermes profiles. Use whenever a GKE cluster is onboarded, deleted or taken out of management, or whenever a single-cluster runtime debugging/operations task should be delegated to that cluster's Cluster Agent. Not for a request to delete or change a resource on a cluster (a namespace, a workload; not the cluster itself): that is submit-suggestion's "Deleting a resource" or its pull request path; this skill manages Cluster Agent…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Cluster Agent Lifecycle Skill

As the Platform Agent you own the lifecycle of **Cluster Agents**. A Cluster Agent is a Hermes _profile_ — an isolated agent instance with its own persona (`SOUL.md`), scoped toolset, and home directory — that you create dynamically **inside your own pod**, one per managed GKE cluster. It handles read-only runtime operations and deep workload diagnostics on that single cluster, and returns its findings to you.

You never debug tenant workloads directly while the cluster has a Cluster Agent. You delegate that to it and act on what it returns.

The engine for all of this is the helper script `scripts/cluster_agent_profile.py` (resolved at `/opt/data/scripts/cluster_agent_profile.py` at runtime).

## When to create a profile
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add gke-labs/kube-agents/cluster-agent-lifecycle@sha256:69939f84f94f3f69

The line at the top of this page pins the label git:20261104.eab7d56, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_l2vuak4owlmatqub.svg)](https://markdownregistry.com/a/art_l2vuak4owlmatqub)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 18 versions of this file, between Aug 13, 2026 and Nov 4, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261104.eab7d56 latest2026-11-04 eab7d56 13,299 BA view · diff
git:20261102.dea46872026-11-02 dea4687 12,967 BA view · diff
git:20261022.3831f232026-10-22 3831f23 12,936 BA view · diff
git:20261020.7723f3c2026-10-20 7723f3c 12,670 BA view · diff
git:20261016.b3c83b32026-10-16 b3c83b3 12,433 BA view · diff
git:20261015.70ea2e82026-10-15 70ea2e8 12,264 BA view · diff
git:20261015.5895c3f2026-10-15 5895c3f 12,033 BA view · diff
git:20261008.f7cfdbe2026-10-08 f7cfdbe 11,568 BA view · diff
git:20261002.f7331972026-10-02 f733197 11,513 BA view · diff
git:20260925.00567252026-09-25 0056725 11,344 BA view · diff
git:20260925.a5b42b32026-09-25 a5b42b3 11,280 BA view · diff
git:20260925.b95bffa2026-09-25 b95bffa 10,581 BA view · diff
git:20260923.0dcc0b42026-09-23 0dcc0b4 10,395 BA view · diff
git:20260904.b90acf72026-09-04 b90acf7 9,364 BA view · diff
git:20260901.5205f282026-09-01 5205f28 9,182 BA view · diff
git:20260831.842ef182026-08-31 842ef18 9,091 BA view · diff
git:20260820.e0ddc122026-08-20 e0ddc12 7,535 BA view · diff
git:20260813.ec855eb2026-08-13 ec855eb 7,431 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (13299 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

gke-labs/kube-agents · 124 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_l2vuak4owlmatqub
GET https://markdownregistry.com/api/v1/resolve?ref=gke-labs/kube-agents/cluster-agent-lifecycle
GET https://markdownregistry.com/api/v1/blob/69939f84f94f3f69eec5274cb42e64472399e5952b2725d4e942323320781bcb

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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