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azure-cost

by @microsoftv
4.8(592)

将自然语言文件压缩为原始人类语言风格,大幅减少输入token,保留可读备份

automationtext-processingoptimizationcompressionproductivityGitHub
安装方式
npx skills add microsoft/azure-skills --skill azure-cost
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Before / After 效果对比

1
使用前

长篇文档如CLAUDE.md和待办列表占用大量输入token,上下文窗口受限时需要手动精简内容,耗时且容易丢失关键信息

使用后

自动将冗长描述压缩为简洁的原始人类语言,保留所有核心信息,token使用量减少60%,自动保存可读备份

description SKILL.md

azure-cost

Azure Cost Management Skill

Unified skill for all Azure cost management tasks: querying historical costs, forecasting future spending, and optimizing to reduce waste.

When to Use This Skill

Activate this skill when user wants to:

  • Query or analyze Azure costs (how much am I spending, show my bill, cost breakdown)

  • Break down costs by service, resource, location, or tag

  • Analyze cost trends over time

  • Forecast future Azure spending or project end-of-month costs

  • Optimize Azure costs, reduce spending, or find savings

  • Find orphaned or unused resources

  • Rightsize Azure VMs, containers, or services

  • Generate cost optimization reports

Quick Reference

Property Value

Query API Endpoint POST {scope}/providers/Microsoft.CostManagement/query?api-version=2023-11-01

Forecast API Endpoint POST {scope}/providers/Microsoft.CostManagement/forecast?api-version=2023-11-01

MCP Tools azure__documentation, azure__extension_cli_generate, azure__get_azure_bestpractices

CLI az rest, az monitor metrics list, az resource list

Required Role Cost Management Reader + Monitoring Reader + Reader on scope

MCP Tools

Tool Description Parameters When to Use

azure__documentation Search Azure documentation query (Required): search terms Research Cost Management API parameters and options

azure__extension_cli_generate Generate Azure CLI commands intent (Required): task description, cli-type (Required): "az" Construct az rest commands for cost queries

azure__get_azure_bestpractices Get Azure best practices intent (Required): optimization context Inform query design with cost management best practices

azure__extension_azqr Run Azure Quick Review compliance scan subscription (Required): subscription ID, resource-group (Optional): resource group name Find orphaned resources and cost optimization opportunities

azure__aks Azure Kubernetes Service operations varies by sub-command AKS cost analysis: list clusters, get node pools, inspect configuration

💡 Tip: Prefer MCP tools over direct CLI commands. Use az rest only when MCP tools don't cover the specific operation.

Routing

Read the user's request and follow the appropriate workflow below.

User Intent Workflow Example Prompts

Understand current costs Cost Query Workflow "how much am I spending", "cost by service", "show my bill"

Reduce costs / find waste Cost Optimization Workflow "optimize costs", "find orphaned resources", "reduce spending"

Project future costs Cost Forecast Workflow "forecast costs", "end of month estimate", "how much will I spend"

Full cost picture All three workflows combined "give me the full picture of my Azure costs"

Important: When optimizing costs, always present the total bill and cost breakdown alongside optimization recommendations.

Scope Reference (Shared Across All Workflows)

Scope URL Pattern

Subscription /subscriptions/<subscription-id>

Resource Group /subscriptions/<subscription-id>/resourceGroups/<resource-group-name>

Management Group /providers/Microsoft.Management/managementGroups/<management-group-id>

Billing Account /providers/Microsoft.Billing/billingAccounts/<billing-account-id>

Billing Profile /providers/Microsoft.Billing/billingAccounts/<billing-account-id>/billingProfiles/<billing-profile-id>

💡 Tip: These are scope paths only — not complete URLs. Combine with the API endpoint and version.

Part 1: Cost Query Workflow

For the full cost query workflow (scope selection, report types, timeframes, dataset configuration, API calls, pagination, guardrails, examples, and error handling), see:

📄 Cost Query Workflow

Part 2: Cost Optimization Workflow

For the full cost optimization workflow (prerequisites, best practices, Redis/AKS-specific analysis, Azure Quick Review, resource discovery, cost queries, pricing validation, utilization metrics, and report generation), see:

📄 Cost Optimization Workflow

Part 3: Cost Forecast Workflow

For the full cost forecast workflow (scope selection, time period rules, dataset configuration, forecast-specific options, API calls, response interpretation, guardrails, and error handling), see:

📄 Cost Forecast Workflow

Data Classification

  • ACTUAL DATA = Retrieved from Azure Cost Management API

  • ACTUAL METRICS = Retrieved from Azure Monitor

  • VALIDATED PRICING = Retrieved from official Azure pricing pages

  • ESTIMATED SAVINGS = Calculated based on actual data and validated pricing

Best Practices

  • Always query actual costs first — never estimate or assume

  • Always present the total bill alongside optimization recommendations

  • Validate pricing from official sources — account for free tiers

  • Use REST API for cost queries (more reliable than az costmanagement query)

  • Save audit trail — include all queries and responses

  • Include Azure Portal links for all resources

  • For costs < $10/month, emphasize operational improvements over financial savings

  • Never execute destructive operations without explicit approval

Common Pitfalls

  • Assuming costs: Always query actual data from Cost Management API

  • Ignoring free tiers: Many services have generous allowances

  • Using wrong date ranges: 30 days for costs, 14 days for utilization

  • Not showing the bill: Always present cost breakdown alongside optimization recommendations

  • Cost query failures: Use az rest with JSON body, not az costmanagement query

Safety Requirements

  • Get approval before deleting resources

  • Test changes in non-production first

  • Provide dry-run commands for validation

  • Include rollback procedures

SDK Quick References

  • Redis Management: .NET

Weekly Installs25.8KRepositorymicrosoft/azure-skillsGitHub Stars594First Seen6 days agoSecurity AuditsGen Agent Trust HubPassSocketPassSnykPassInstalled ongithub-copilot25.8Kcodex89gemini-cli88cursor87kimi-cli86amp86

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统计数据

安装量151.4K
评分4.8 / 5.0
版本
更新日期2026年5月5日
对比案例1 组

用户评分

4.8(592)
5
20%
4
50%
3
27%
2
3%
1
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时间线

创建2026年4月9日
最后更新2026年5月5日
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