Agent Skills › microsoft/azure-skills › aks-cost-optimization

aks-cost-optimization

GitHub

分析AKS集群高级成本优化,涵盖NAP就绪、Bin Packing、节点缩放瓶颈及存储成本。用于现有集群的调度与放置分析,非整体评估或故障排查。

.github/plugins/aks-skills/skills/aks-cost-optimization/SKILL.md microsoft/azure-skills

Trigger Scenarios

AKS NAP readiness AKS bin packing AKS node scaling bottleneck AKS blocked scale-down AKS storage cost

Install

npx skills add microsoft/azure-skills --skill aks-cost-optimization -g -y
More Options

Non-standard path

npx skills add https://github.com/microsoft/azure-skills/tree/main/.github/plugins/aks-skills/skills/aks-cost-optimization -g -y

Use without installing

npx skills use microsoft/azure-skills@aks-cost-optimization

指定 Agent (Claude Code)

npx skills add microsoft/azure-skills --skill aks-cost-optimization -a claude-code -g -y

安装 repo 全部 skill

npx skills add microsoft/azure-skills --all -g -y

预览 repo 内 skill

npx skills add microsoft/azure-skills --list

SKILL.md

Frontmatter
{
    "name": "aks-cost-optimization",
    "license": "MIT",
    "metadata": {
        "author": "Microsoft",
        "version": "1.0.10"
    },
    "description": "Analyze advanced AKS cost efficiency. WHEN: \"AKS NAP readiness\", \"AKS bin packing\", \"AKS node scaling bottleneck\", \"AKS blocked scale-down\", \"AKS storage cost\". DO NOT USE AS DIRECT ENTRY FOR: overall AKS cost assessments or rightsizing\/VPA\/CAS\/Spot (azure-kubernetes); spend\/anomalies\/commitments (cost-analysis\/cost-optimization); incidents (aks-troubleshooting)."
}

AKS Cost Optimization

When to Use This Skill

Use for advanced existing-cluster analysis requiring scheduling, placement, or verified storage mapping. Route overall AKS cost assessments to azure-kubernetes, spend/anomalies to cost-analysis, commitments to cost-optimization, and incidents to aks-troubleshooting when those skills are available. When called from an overall assessment, return findings for its ranked report.

MCP Tools

Prefer fitting Azure MCP reads. Never invent tools or use az/kubectl without approved shell access and a target-bound context.

Workflow/Steps

  1. Bind the subscription, cluster, resource group, and kube context.
  2. Route to NAP readiness, bin-packing, node-scaling bottlenecks, or storage optimization.
  3. When invoked for AKS commitment context, use the commitment-demand handoff and return demand evidence without benefit analysis or a transaction.
  4. Keep reads non-mutating; require approval for every change.

Error Handling

  • Missing capability: analyze supplied evidence or provide a collection plan; mark dependent cost or commitment results unavailable.
  • Evidence conflict: mark the conclusion unconfirmed.

Version History

  • bd001a3 Current 2026-11-03 04:52

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Metadata

Files
0
Version
bd001a3
Hash
ea9fe2e1
Indexed
2026-11-03 04:52

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