Scale Cluster

SkillCloud & infra

Capacity changes for the shared Kubernetes clusters.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Scale Cluster skill

What this skill tells your AI

The instructions your AI receives, as published by stbenjam/skillsaw in tests/fixtures/large-skill-library/skills/scale-cluster/SKILL.md and read by ahel’s review.

Adds or removes node capacity, and adjusts the autoscaler bounds that decide how far it can move on its own.

Before changing anything

Read the current headroom from the capacity dashboard. A cluster under 20% headroom at peak is scaled up before any other change.

Making the change

Node pools are declared in the cluster manifest. Change the manifest, not the live cluster; the reconciler reverts manual edits within ten minutes.

Signals

GitHub stars
66
Forks
15
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
cluster-scaling
Source
github.com/stbenjam/skillsaw