workload-rebalancing SKILL.md skillA

workload-rebalancing 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/workload-rebalancing@git:20260925.a5b42b3

Pins git:20260925.a5b42b3 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/workload-rebalancing/SKILL.md
Versions recorded
4
Latest version
git:20260925.a5b42b3, committed Sep 25, 2026
First version recorded
Jul 28, 2026
Size
3,892 bytes
Repository stars
124
License
Apache-2.0

Orchestrate cross-cluster workload rebalancing using the kanban board with the validation-then-declare pattern. Use when fleet utilization shows one cluster overutilized and another with headroom and a workload should move.

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

# Workload Rebalancing Skill (validation-then-declare)

When live cluster utilization — checked via the read-only `gke` MCP / `kubectl top` on each cluster — shows a cluster **overutilized / under pressure** and another with **headroom**, you may relocate a workload. You act as an **orchestrator**: cluster agents _validate_ feasibility (read-only); **you** _declare_ the change as a single GitOps PR; **KCC** reconciles the actual move. Never issue imperative start/stop.

## When to use vs. do-it-yourself

Delegating is optional. Use this fan-out when you want per-cluster local validation and a single aggregated decision. For a trivial single-cluster change, act directly.

## The card graph (fan-out validation → decide on your own card)

Resolve each cluster's profile name first with the `get_cluster_profile_name(project, cluster, location)` tool, and assign a card only to a profile it reports as existing (for a cluster with none, validate it yourself — `SOUL.md` §6 step 1), then:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add gke-labs/kube-agents/workload-rebalancing@sha256:275b3f8291feb1b0

The line at the top of this page pins the label git:20260925.a5b42b3, 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_kmoqq23osrfwij3k.svg)](https://markdownregistry.com/a/art_kmoqq23osrfwij3k)

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

Versions

The registry has recorded 4 versions of this file, between Jul 28, 2026 and Sep 25, 2026, about one every 20 days.

versioncommittedcommitsizeaudit
git:20260925.a5b42b3 latest2026-09-25 a5b42b3 3,892 BA view · diff
git:20260904.b90acf72026-09-04 b90acf7 3,767 BA view · diff
git:20260812.8e8a46c2026-08-12 8e8a46c 3,700 BA view · diff
git:20260728.aca5b5c2026-07-28 aca5b5c 3,398 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 (3892 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_kmoqq23osrfwij3k
GET https://markdownregistry.com/api/v1/resolve?ref=gke-labs/kube-agents/workload-rebalancing
GET https://markdownregistry.com/api/v1/blob/275b3f8291feb1b091ebaf84aed9a468c35369b821490c9360cab4d9ae1e65cc

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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