Optimize Cloud Costs

Q: What is a Claude Code skill and how does the Optimize Cloud Costs skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Optimize Cloud Costs is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: performance · Last updated: 2026-05-21

tool:k8s

Cloud-Kostenoptimierungsstrategien fuer Kubernetes-Workloads implementieren mit Tools wie Kubecost fuer Sichtbarkeit, Right-Sizing-Empfehlungen, horizontalem und vertikalem Pod-Autoscaling, Spot-/Preemptible-Instanzen und Ressourcenkontingenten. Behandelt Kostenzuordnung, Showback-Reporting und kontinuierliche Optimierungspraktiken. Einsatz wenn Cloud-Kosten ohne proportionalen Geschaeftswert steigen, Ressourcenanforderungen nicht mit der tatsaechlichen Nutzung uebereinstimmen, manuelle Skalierung zu Ueberbereitstellung fuehrt oder Showback und Chargeback fuer interne Kostenverantwortlichkeit implementiert werden sollen.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Umfassende Kostenoptimierungsstrategien fuer Kubernetes-Cluster implementieren, um Cloud-Ausgaben zu reduzieren.

What this skill does

Optimize Cloud Costs is a community-contributed Claude Code skill in the performance sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/optimize-cloud-costs/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Optimize Cloud Costs Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 211,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/optimize-cloud-costs
curl -L https://claudskills.com/skills/optimize-cloud-costs/SKILL.md \
  -o ~/.claude/skills/optimize-cloud-costs/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/optimize-cloud-costs/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/optimize-cloud-costs/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\optimize-cloud-costs\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Optimize Cloud Costs Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/optimize-cloud-costs/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Optimize Cloud Costs skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Optimize Cloud Costs skill?

Use Optimize Cloud Costs when your Claude Code task falls under the Engineering category — specifically in the performance area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Optimize Cloud Costs" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Optimize Cloud Costs skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Optimize Cloud Costs is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/kubernetes/autoscaler.git
License: MIT
Author: kubernetes

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

kubernetes. (2026). Optimize Cloud Costs [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/optimize-cloud-costs/

BibTeX

@misc{optimize-cloud-costs-2026,
  author    = {kubernetes},
  title     = {Optimize Cloud Costs [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/optimize-cloud-costs/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/optimize-cloud-costs.svg)](https://claudskills.com/skills/optimize-cloud-costs/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-10-25 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/optimize-cloud-costs/#security)

More Engineering skills

Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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