aks-cost-optimization SKILL.md skillA

aks-cost-optimization from azure/aks-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add azure/aks-skills/aks-cost-optimization@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
azure/aks-skills
Path
skills/aks-cost-optimization/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed Aug 5, 2026
First version recorded
Jul 30, 2026
Size
1,682 bytes
Repository stars
6
License
MIT

Reduce Azure Kubernetes Service (AKS) spending: pod rightsizing, VPA-driven recommendations, cluster-autoscaler tuning, spot node pools, namespace-level cost visibility, and cost-anomaly detection. WHEN: rightsize pods, VPA recommendations, idle nodes, scale-down, autoscaler profile, spot nodes, cheaper compute, cost add-on, namespace cost breakdown, spending anomaly, 'my AKS bill is too high', 'is my app consuming what it requests', resource requests vs actual usage, over-provisioned…

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

# AKS Cost Optimization — Router

Route by goal to the correct reference file:

| Goal | File |
|------|------|
| Identify over-provisioned pods, reduce CPU/memory requests | [azure-aks-rightsizing.md](./azure-aks-rightsizing.md) |
| Enable VPA for data-driven resource recommendations | [azure-aks-vpa.md](./azure-aks-vpa.md) |
| Tune cluster autoscaler to scale down idle nodes | [azure-aks-autoscaler.md](./azure-aks-autoscaler.md) |
| Add spot node pools for batch/interruptible workloads | [azure-aks-spot.md](./azure-aks-spot.md) |
| Enable namespace-level cost visibility add-on | [azure-aks-cost-addon.md](./azure-aks-cost-addon.md) |
| Detect cost anomalies and spending spikes | [azure-aks-anomalies.md](./azure-aks-anomalies.md) |

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add azure/aks-skills/aks-cost-optimization@sha256:5fa57d0d4681e071

The line at the top of this page pins the label v1.0.0, 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_bn3wga73suk4crzb.svg)](https://markdownregistry.com/a/art_bn3wga73suk4crzb)

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

Versions

The registry has recorded 2 versions of this file, between Jul 30, 2026 and Aug 5, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-08-05 9f2b93b 1,682 BA view · diff
v1.0.02026-07-30 82d7ac6 1,486 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 (1682 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

azure/aks-skills · 6 stars · license MIT · pushed 2026-09-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bn3wga73suk4crzb
GET https://markdownregistry.com/api/v1/resolve?ref=azure/aks-skills/aks-cost-optimization
GET https://markdownregistry.com/api/v1/blob/5fa57d0d4681e071b81433d8963b6e82936f4c1d8dac7e6b4c0757eaa62896c4

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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Every file in azure/aks-skills

Other files named aks-cost-optimization

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v0.0.0-placeholder · audit A · 259 stars

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