[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M699V68KG6XCT8Z7KJS34ZSX":3,"skill-same:01M699V68KG6XCT8Z7KJS34ZSX":114},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":23,"publishedAt":46,"linkOnly":47,"markdownContent":48,"markdownBody":49,"frontMatter":50,"refName":53,"commitSha":54,"skillDirectory":55,"forksCount":56,"repositoryHtmlUrl":57,"repositoryHomepageUrl":6,"ownerHtmlUrl":58,"ownerBlogUrl":59,"ownerDescription":60,"updatedAt":61,"install":62,"resources":75},"01M699V68KG6XCT8Z7KJS34ZSX","cost-optimization",null,"Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: \"optimize Azure costs\", \"reduce cloud spending\", \"rightsize resources\", \"find idle resources\", \"orphaned disk\", \"deleted VM still charged\", \"public IP still charging\", \"reservation utilization\", \"Savings Plan coverage\", \"commitment recommendation\", \"why is pay-as-you-go still charged\". DO NOT USE FOR: cost spikes, forecasts, pricing estimates, budgets, or governance.","microsoft\u002FGitHub-Copilot-for-Azure","microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","01M698VYDXZ6JW5WH3CRV650R8","Microsoft","01M699SRDDGQCK3TYBF146AE4D",264,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,9,45],"cost optimization","Optimization","cost","do","when","Existing","for","spending","reservations","pay","recommendation","resources","as","plans","ip","go","use","coverage","vm","azure","placeholder","pricing","2026-11-10 10:12:30",false,"---\nname: cost-optimization\ndescription: \"Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: \\\"optimize Azure costs\\\", \\\"reduce cloud spending\\\", \\\"rightsize resources\\\", \\\"find idle resources\\\", \\\"orphaned disk\\\", \\\"deleted VM still charged\\\", \\\"public IP still charging\\\", \\\"reservation utilization\\\", \\\"Savings Plan coverage\\\", \\\"commitment recommendation\\\", \\\"why is pay-as-you-go still charged\\\". DO NOT USE FOR: cost spikes, forecasts, pricing estimates, budgets, or governance.\"\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"0.0.0-placeholder\"\n---\n\n# Azure Cost Optimization\n\n## Quick Reference\n\n| Intent | Workflow | Primary tools |\n|--------|----------|---------------|\n| Reduce waste or rightsize | [Optimization](references\u002Foptimization.md) | Cost and Resource Graph tools |\n| Review commitments | [Commitments](references\u002Fcommitments.md) | `list_benefit_utilization`, `list_reservation_transactions`, `get_benefit_recommendations` |\n\n## When to Use This Skill\n\nUse for waste, rightsizing, and commitments.\n\n## MCP Tools\n\nUse cost and Resource Graph tools for optimization and benefit tools for\ncommitments. Validate queries. Fallback: [API mappings](references\u002Ftool-fallback.md).\n\n## Workflow\n\n1. Confirm scope, period, currency, and commitment intent.\n2. Load only the matching workflow above.\n3. Never transform MCP results in a shell or interpreter; request validated\n   server-side projection, aggregation, or bounded follow-up queries.\n4. Separate measured cost, reported savings, and qualitative opportunities.\n5. Recommend changes only; do not delete, resize, purchase, or deploy resources.\n\n## Error Handling\n\n| Error | Action |\n|-------|--------|\n| Access denied | Name the scope and permission. |\n| Multiple currencies | Group and report each currency separately. |\n| Missing evidence | State the gap; do not invent values. |\n| Server error | Retry once; then report the trace ID. |\n","# Azure Cost Optimization\n\n## Quick Reference\n\n| Intent | Workflow | Primary tools |\n|--------|----------|---------------|\n| Reduce waste or rightsize | [Optimization](references\u002Foptimization.md) | Cost and Resource Graph tools |\n| Review commitments | [Commitments](references\u002Fcommitments.md) | `list_benefit_utilization`, `list_reservation_transactions`, `get_benefit_recommendations` |\n\n## When to Use This Skill\n\nUse for waste, rightsizing, and commitments.\n\n## MCP Tools\n\nUse cost and Resource Graph tools for optimization and benefit tools for\ncommitments. Validate queries. Fallback: [API mappings](references\u002Ftool-fallback.md).\n\n## Workflow\n\n1. Confirm scope, period, currency, and commitment intent.\n2. Load only the matching workflow above.\n3. Never transform MCP results in a shell or interpreter; request validated\n   server-side projection, aggregation, or bounded follow-up queries.\n4. Separate measured cost, reported savings, and qualitative opportunities.\n5. Recommend changes only; do not delete, resize, purchase, or deploy resources.\n\n## Error Handling\n\n| Error | Action |\n|-------|--------|\n| Access denied | Name the scope and permission. |\n| Multiple currencies | Group and report each currency separately. |\n| Missing evidence | State the gap; do not invent values. |\n| Server error | Retry once; then report the trace ID. |\n",{"name":5,"license":15,"metadata":51,"description":7},{"author":12,"version":52},"0.0.0-placeholder","main","90929a087ad50fa0dd02fc396c9b8f721ddced08","plugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization",225,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure","https:\u002F\u002Fgithub.com\u002Fmicrosoft","https:\u002F\u002Fopensource.microsoft.com","Open source projects and samples from Microsoft","2026-11-13 13:49:26",{"source":8,"skillName":5,"commands":63,"prompt":73,"zipAvailable":74},[64,67,70],{"tool":65,"command":66},"npx","npx skills add microsoft\u002FGitHub-Copilot-for-Azure --skill cost-optimization",{"tool":68,"command":69},"bunx","bunx skills add microsoft\u002FGitHub-Copilot-for-Azure --skill cost-optimization",{"tool":71,"command":72},"pnpm","pnpm dlx skills add microsoft\u002FGitHub-Copilot-for-Azure --skill cost-optimization","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002FSKILL.md",true,[76,82,86,90,94,98,102,106,110],{"path":77,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":80,"sourceHtmlUrl":81},"references\u002Fcommitments.md","REFERENCE","参考文档",3005,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Fcommitments.md",{"path":83,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":84,"sourceHtmlUrl":85},"references\u002Foptimization.md",3042,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Foptimization.md",{"path":87,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":88,"sourceHtmlUrl":89},"references\u002Freport-template.md",1762,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Freport-template.md",{"path":91,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":92,"sourceHtmlUrl":93},"references\u002Fresource-graph.md",3416,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Fresource-graph.md",{"path":95,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":96,"sourceHtmlUrl":97},"references\u002Fservices\u002Fredis.md",2154,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Fservices\u002Fredis.md",{"path":99,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":100,"sourceHtmlUrl":101},"references\u002Fservices\u002Fstorage-lifecycle.md",1738,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Fservices\u002Fstorage-lifecycle.md",{"path":103,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":104,"sourceHtmlUrl":105},"references\u002Fservices\u002Fstorage.md",3881,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Fservices\u002Fstorage.md",{"path":107,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":108,"sourceHtmlUrl":109},"references\u002Ftool-fallback.md",1454,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Freferences\u002Ftool-fallback.md",{"path":111,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":112,"sourceHtmlUrl":113},"version.json",55,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-cost\u002Fskills\u002Fcost-optimization\u002Fversion.json",[115,132,159,183,208,230],{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":121,"publishedAt":46},"01M7153X40NMFY8DV2ATNDW060","azure-advisor-cost-optimization","Analyze Azure Advisor Cost\u002FIdleResources findings and prevalidate deletion safety, including Service Groups. WHEN: \"find unused Azure resources\", \"what resources am I paying for but no longer using\", \"idle-resource savings\", \"historical idle-resource savings\", \"are these idle resources safe to delete\". Generic Cost, other subcategories, and cross-category requests use azure-advisor.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-advisor\u002Fskills\u002Fazure-advisor-cost-optimization\u002FSKILL.md",[],[122,25,24,43,26,123,124,35,125,30,126,127,40,28,128,44,129,130,131,9],"azure advisor","advisor","azure advisor cost optimization","generic","deletion","unused","analyze","delete","requests","find",{"skillNo":133,"name":134,"nameZh":6,"description":135,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":136,"categories":137,"keywords":139,"publishedAt":46},"01M699ZWKYS4MRFW0KQM1FFCJK","foundry-iq","Foundry IQ knowledge bases. WHEN: make local or Blob documents searchable; create\u002Fdiagnose KBs; triage unsupported connectors or multi-source KB creation\u002Freconfiguration (even with classic-search terms); connect existing KB to agents (including multi-source KBs); create\u002Freuse a Search service; retrieve from an existing knowledge base with citations; no brand words needed. Read its procedure before query\u002Ftarget questions. NOT: other KB providers, repository-file search, classic Azure AI Search index\u002Fquery\u002Fapp work with no Foundry IQ KB or connector request, generic agent creation.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Ffoundry-iq-skills\u002Fskills\u002Ffoundry-iq\u002FSKILL.md",[138],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[140,141,44,142,143,9,144,145,146,147,148,125,149,150,151,152,43,153,154,155,156,29,157,28,158],"foundry","foundry iq","triage","azure ai","connectors","app","Citations","brand","kb","creation","diagnose","search","local","reuse","knowledge","foundry iq knowledge bases","connect","documents","query",{"skillNo":160,"name":161,"nameZh":6,"description":162,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":163,"categories":164,"keywords":168,"publishedAt":46},"01M699ZT26E2D0VTWFZBBGJHMG","python-appservice-deploy","Deploy Python (Flask\u002FDjango\u002FFastAPI) code to Azure App Service Linux. WHEN: \"Flask App Service\", \"Django App Service\", \"FastAPI App Service\", \"deploy Python to App Service\". DO NOT USE FOR: Container Apps, Functions, non-Python, Terraform\u002FBicep\u002FIaC, full infra — use azure-prepare.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fpython-appservice-deploy\u002FSKILL.md",[165],{"categoryNo":166,"categoryName":167,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000011","运维与部署",[169,170,171,44,172,173,145,27,174,30,175,43,176,177,178,40,179,180,181,182,28],"python appservice deploy","deploy","python","linux","infra","django","azure app service","container","iac","fastapi","apps","code","functions","fastapi app",{"skillNo":184,"name":185,"nameZh":6,"description":186,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":187,"categories":188,"keywords":191,"publishedAt":46},"01M699ZR83J83TATQZKXHPXPF7","preset","Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region first and shows alternatives if needed. USE FOR: quick deployment, optimal region, best region, automatic region selection, fast setup, multi-region capacity check, high availability deployment, deploy to best location. DO NOT USE FOR: custom SKU selection (use customize), specific version selection (use customize), custom capacity configuration (use customize), PTU deployments (use customize).","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fmicrosoft-foundry\u002Fmodels\u002Fdeploy-model\u002Fpreset\u002FSKILL.md",[189,190],{"categoryNo":166,"categoryName":167,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[185,170,192,9,193,194,27,195,196,30,197,198,199,43,200,201,202,40,203,204,205,206,207],"setup","capacity","customize","quick","availability","deployment","alternatives","selection","custom","deployments","high availability","version","across","check","multi","first",{"skillNo":209,"name":194,"nameZh":6,"description":210,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":211,"categories":212,"keywords":214,"publishedAt":46},"01M699ZPM2ZHC9VXG582DY4268","Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU (GlobalStandard\u002FStandard\u002FProvisionedManaged), capacity, RAI policy (content filter), and advanced options (dynamic quota, priority processing, spillover). USE FOR: custom deployment, customize model deployment, choose version, select SKU, set capacity, configure content filter, RAI policy, deployment options, detailed deployment, advanced deployment, PTU deployment, provisioned throughput. DO NOT USE FOR: quick deployment to optimal region (use preset).","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fmicrosoft-foundry\u002Fmodels\u002Fdeploy-model\u002Fcustomize\u002FSKILL.md",[213],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[194,185,9,193,215,216,195,217,218,219,220,221,199,222,223,224,225,226,227,228,229,27,30,197],"policy","SET","processing","advanced","model","select","choose","configure","filter","azure openai","options","flow","openai","throughput","full",{"skillNo":231,"name":193,"nameZh":6,"description":232,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":233,"categories":234,"keywords":235,"publishedAt":46},"01M699ZMCK9T4EM6NASDB940R7","Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGitHub-Copilot-for-Azure\u002Fblob\u002Fmain\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fmicrosoft-foundry\u002Fmodels\u002Fdeploy-model\u002Fcapacity\u002FSKILL.md",[],[193,185,170,9,194,236,219,237,151,238,239,240,204,224,241,242,227,243,244,27,196,30,245,197],"projects","project","analysis","listing","hand","limits","azure portal","direct","TPM","discovery"]