capacity-obtainability SKILL.md skillA

capacity-obtainability 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/capacity-obtainability@git:20260926.a1bb0ab

Pins git:20260926.a1bb0ab 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/capacity-obtainability/SKILL.md
Versions recorded
2
Latest version
git:20260926.a1bb0ab, committed Sep 26, 2026
First version recorded
Sep 15, 2026
Size
24,430 bytes
Repository stars
124
License
Apache-2.0

Check GKE quota and live hardware obtainability before recommending capacity, and plan future capacity windows for deadline-bound batch jobs. Use when a cluster design, capacity plan, scale-up decision, GPU/TPU batch schedule, or a free-standing availability question needs live evidence: regional quota verification (gcloud compute regions describe), reservations, capacity obtainability advice (gcloud beta compute advice capacity / capacity-history) across zones and provisioning models, and…

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

# GKE Capacity Obtainability

Quota and capacity are different questions. Quota is a project limit you can
raise by asking; obtainability is whether the hardware is actually free in a
zone right now, and no amount of quota makes a stocked-out shape appear. This
skill gathers live evidence for both, records it in a form a reviewer can
verify, and states the distinction in the answer.

It is diagnosis and design only: nothing here creates a cluster, applies a
manifest, opens a Pull Request, or mutates cloud or Kubernetes state.

## How to use it

Loaded from a design, planning, or capacity-check request — for example the
[gke-cluster-creation](../gke-cluster-creation/SKILL.md) preflight.

### Run the checks

- Run every check under **Diagnostics** below: quota, reservations, usage,
  and capacity advice.
- Run the capacity advice for **Spot and Flex-Start** — the two provisioning
  models `gcloud beta compute advice capacity` accepts
  (`--provisioning-model=SPOT` and `FLEX_START`) — and read the per-zone
  signals from each response. **On-Demand has no advance obtainability
  signal**: assess it through quota headroom and reservations, and say so.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add gke-labs/kube-agents/capacity-obtainability@sha256:360b70bc4a612506

The line at the top of this page pins the label git:20260926.a1bb0ab, 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_exidvasbgub4oksj.svg)](https://markdownregistry.com/a/art_exidvasbgub4oksj)

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

Versions

The registry has recorded 2 versions of this file, between Sep 15, 2026 and Sep 26, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20260926.a1bb0ab latest2026-09-26 a1bb0ab 24,430 BA view · diff
git:20260915.de42cab2026-09-15 de42cab 14,596 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 (24430 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_exidvasbgub4oksj
GET https://markdownregistry.com/api/v1/resolve?ref=gke-labs/kube-agents/capacity-obtainability
GET https://markdownregistry.com/api/v1/blob/360b70bc4a61250692e4f42e8c60cdfbb5d58c537ebe78cd83050b258a498621

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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