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데이터 및 연구 · SKILL.md

cost-analysis

cost-analysis

Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive resources", "why did my bill increase", "cost spike", "unexpected charge", "Cosmos DB charges", "Foundry model costs", "AKS cluster cost", "namespace cost", "enable AKS cost analysis", "idle AKS capacity". DO NOT USE FOR: forecasts, pricing estimates…

Independent GitHub snapshot · Automated classification · Original documentation governs

Skill 문서

GitHub

name: cost-analysis description: "Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive resources", "why did my bill increase", "cost spike", "unexpected charge", "Cosmos DB charges", "Foundry model costs", "AKS cluster cost", "namespace cost", "enable AKS cost analysis", "idle AKS capacity". DO NOT USE FOR: forecasts, pricing estimates, rightsizing, commitments, or budgets." license: MIT metadata: author: Microsoft version: "1.1.1"

Azure Cost Analysis

Quick Reference

IntentWorkflowPrimary tools
Query historical spendCost queryquery_costs
Explain a spikeCost investigationquery_costs, Resource Graph
Analyze AKS spendAKS cost analysisquery_aks_costs, Resource Graph
Analyze AI service spendAI cost analysisquery_costs

When to Use This Skill

Use for spend, anomalies, and AKS or AI allocation.

MCP Tools

Use cost tools and Resource Graph first. If an operation is unavailable, follow fallback and safety.

Workflow

  1. Confirm scope, period, currency, and breakdown.
  2. Load only the matching workflow above.
  3. Never transform MCP results in a shell or interpreter; request tool-side totals, grouping, sorting, or bounded follow-up queries.
  4. Respect row limits and label incomplete data.
  5. Separate measured cost from inferred causes and recommendations.

Error Handling

ErrorAction
Access deniedName the required scope and role.
Empty resultDistinguish no data from unavailable data.
Multiple currenciesReport each currency separately.
Server errorRetry once; then stop with the trace ID.
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