[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M69AX5Z557G6EB8JVVC6NA2Y":3,"skill-same:01M69AX5Z557G6EB8JVVC6NA2Y":184},{"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":45,"linkOnly":46,"markdownContent":47,"markdownBody":48,"frontMatter":49,"refName":52,"commitSha":53,"skillDirectory":54,"forksCount":55,"repositoryHtmlUrl":56,"repositoryHomepageUrl":57,"ownerHtmlUrl":58,"ownerBlogUrl":59,"ownerDescription":60,"updatedAt":61,"install":62,"resources":75},"01M69AX5Z557G6EB8JVVC6NA2Y","azure-ai",null,"Build and troubleshoot Azure AI Search, Speech, OpenAI, and Document Intelligence apps. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, Speech SDK logs, session ID, result ID, OCR, convert text to speech.","microsoft\u002Fskills","microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","01M698VYDXZ6JW5WH3CRV650R8","Microsoft","01M69AJYYW4E1RMSYCQDJ4FJSH",3192,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\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],"azure ai","azure","when","build","id","text","text-to-speech","logs","text to speech","convert","query","document","apps","vector","session","search","transcribe","hybrid","speech","ocr","Hybrid Search","2026-11-10 10:12:30",false,"---\nname: azure-ai\ndescription: \"Build and troubleshoot Azure AI Search, Speech, OpenAI, and Document Intelligence apps. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, Speech SDK logs, session ID, result ID, OCR, convert text to speech.\"\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.2.3\"\n---\n\n# Azure AI Services\n\n## Services\n\n| Service | Use When | MCP Tools | CLI |\n|---------|----------|-----------|-----|\n| AI Search | Full-text, vector, hybrid search | `azure__search` | `az search` |\n| Speech | Speech-to-text, text-to-speech, SDK logs | `azure__speech` | - |\n| OpenAI | GPT models, embeddings, DALL-E | - | `az cognitiveservices` |\n| Document Intelligence | Form extraction, OCR | - | - |\n\n## MCP Server (Preferred)\n\nWhen Azure MCP is enabled:\n\n### AI Search\n- `azure__search` with command `search_index_list` - List search indexes\n- `azure__search` with command `search_index_get` - Get index details\n- `azure__search` with command `search_query` - Query search index\n\n### Speech\n- `azure__speech` with command `speech_transcribe` - Speech to text\n- `azure__speech` with command `speech_synthesize` - Text to speech\n\n**If Azure MCP is not enabled:** In Copilot CLI or Claude Code, ask the user to run `\u002Fmcp` and enable Azure MCP; in other hosts, ask the user to enable Azure MCP through the host's MCP configuration.\n\n## AI Search Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| Full-text search | Linguistic analysis, stemming |\n| Vector search | Semantic similarity with embeddings |\n| Hybrid search | Combined keyword + vector |\n| AI enrichment | Entity extraction, OCR, sentiment |\n\n## Speech Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| Speech-to-text | Real-time and batch transcription |\n| Text-to-speech | Neural voices, SSML support |\n| Speaker diarization | Identify who spoke when |\n| Custom models | Domain-specific vocabulary |\n| Client SDK diagnostics | [Speech SDK client diagnostics](references\u002Fspeech\u002Fdiagnostics.md) for log collection, offline analysis, features, and session\u002Fresult IDs (no MCP or login required) |\n\n## SDK Quick References\n\nFor programmatic access to these services, see the condensed SDK guides:\n\n- **AI Search**: [Python](references\u002Fsdk\u002Fazure-search-documents-py.md) | [TypeScript](references\u002Fsdk\u002Fazure-search-documents-ts.md) | [.NET](references\u002Fsdk\u002Fazure-search-documents-dotnet.md)\n- **OpenAI**: [.NET](references\u002Fsdk\u002Fazure-ai-openai-dotnet.md)\n- **Vision**: [Python](references\u002Fsdk\u002Fazure-ai-vision-imageanalysis-py.md) | [Java](references\u002Fsdk\u002Fazure-ai-vision-imageanalysis-java.md)\n- **Transcription**: [Python](references\u002Fsdk\u002Fazure-ai-transcription-py.md)\n- **Translation**: [Python](references\u002Fsdk\u002Fazure-ai-translation-text-py.md) | [TypeScript](references\u002Fsdk\u002Fazure-ai-translation-ts.md)\n- **Document Intelligence**: [.NET](references\u002Fsdk\u002Fazure-ai-document-intelligence-dotnet.md) | [TypeScript](references\u002Fsdk\u002Fazure-ai-document-intelligence-ts.md)\n- **Content Safety**: [Python](references\u002Fsdk\u002Fazure-ai-contentsafety-py.md) | [TypeScript](references\u002Fsdk\u002Fazure-ai-contentsafety-ts.md) | [Java](references\u002Fsdk\u002Fazure-ai-contentsafety-java.md)\n\n## Service Details\n\nFor deep documentation on specific services:\n\n- AI Search indexing and queries -> [Azure AI Search documentation](https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fsearch\u002Fsearch-what-is-azure-search)\n- Speech transcription patterns -> [Azure AI Speech documentation](https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fai-services\u002Fspeech-service\u002Foverview)\n- Speech SDK client logs and troubleshooting -> [Speech SDK client diagnostics](references\u002Fspeech\u002Fdiagnostics.md)\n","# Azure AI Services\n\n## Services\n\n| Service | Use When | MCP Tools | CLI |\n|---------|----------|-----------|-----|\n| AI Search | Full-text, vector, hybrid search | `azure__search` | `az search` |\n| Speech | Speech-to-text, text-to-speech, SDK logs | `azure__speech` | - |\n| OpenAI | GPT models, embeddings, DALL-E | - | `az cognitiveservices` |\n| Document Intelligence | Form extraction, OCR | - | - |\n\n## MCP Server (Preferred)\n\nWhen Azure MCP is enabled:\n\n### AI Search\n- `azure__search` with command `search_index_list` - List search indexes\n- `azure__search` with command `search_index_get` - Get index details\n- `azure__search` with command `search_query` - Query search index\n\n### Speech\n- `azure__speech` with command `speech_transcribe` - Speech to text\n- `azure__speech` with command `speech_synthesize` - Text to speech\n\n**If Azure MCP is not enabled:** In Copilot CLI or Claude Code, ask the user to run `\u002Fmcp` and enable Azure MCP; in other hosts, ask the user to enable Azure MCP through the host's MCP configuration.\n\n## AI Search Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| Full-text search | Linguistic analysis, stemming |\n| Vector search | Semantic similarity with embeddings |\n| Hybrid search | Combined keyword + vector |\n| AI enrichment | Entity extraction, OCR, sentiment |\n\n## Speech Capabilities\n\n| Feature | Description |\n|---------|-------------|\n| Speech-to-text | Real-time and batch transcription |\n| Text-to-speech | Neural voices, SSML support |\n| Speaker diarization | Identify who spoke when |\n| Custom models | Domain-specific vocabulary |\n| Client SDK diagnostics | [Speech SDK client diagnostics](references\u002Fspeech\u002Fdiagnostics.md) for log collection, offline analysis, features, and session\u002Fresult IDs (no MCP or login required) |\n\n## SDK Quick References\n\nFor programmatic access to these services, see the condensed SDK guides:\n\n- **AI Search**: [Python](references\u002Fsdk\u002Fazure-search-documents-py.md) | [TypeScript](references\u002Fsdk\u002Fazure-search-documents-ts.md) | [.NET](references\u002Fsdk\u002Fazure-search-documents-dotnet.md)\n- **OpenAI**: [.NET](references\u002Fsdk\u002Fazure-ai-openai-dotnet.md)\n- **Vision**: [Python](references\u002Fsdk\u002Fazure-ai-vision-imageanalysis-py.md) | [Java](references\u002Fsdk\u002Fazure-ai-vision-imageanalysis-java.md)\n- **Transcription**: [Python](references\u002Fsdk\u002Fazure-ai-transcription-py.md)\n- **Translation**: [Python](references\u002Fsdk\u002Fazure-ai-translation-text-py.md) | [TypeScript](references\u002Fsdk\u002Fazure-ai-translation-ts.md)\n- **Document Intelligence**: [.NET](references\u002Fsdk\u002Fazure-ai-document-intelligence-dotnet.md) | [TypeScript](references\u002Fsdk\u002Fazure-ai-document-intelligence-ts.md)\n- **Content Safety**: [Python](references\u002Fsdk\u002Fazure-ai-contentsafety-py.md) | [TypeScript](references\u002Fsdk\u002Fazure-ai-contentsafety-ts.md) | [Java](references\u002Fsdk\u002Fazure-ai-contentsafety-java.md)\n\n## Service Details\n\nFor deep documentation on specific services:\n\n- AI Search indexing and queries -> [Azure AI Search documentation](https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fsearch\u002Fsearch-what-is-azure-search)\n- Speech transcription patterns -> [Azure AI Speech documentation](https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fai-services\u002Fspeech-service\u002Foverview)\n- Speech SDK client logs and troubleshooting -> [Speech SDK client diagnostics](references\u002Fspeech\u002Fdiagnostics.md)\n",{"name":5,"license":15,"metadata":50,"description":7},{"author":12,"version":51},"1.2.3","main","ddb78d131836a93109beb91f1d65b5f0e5ec2763",".github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai",364,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills","https:\u002F\u002Fmicrosoft.github.io\u002Fskills\u002F","https:\u002F\u002Fgithub.com\u002Fmicrosoft","https:\u002F\u002Fopensource.microsoft.com","Open source projects and samples from Microsoft","2026-11-11 02:03:22",{"source":8,"skillName":5,"commands":63,"prompt":73,"zipAvailable":74},[64,67,70],{"tool":65,"command":66},"npx","npx skills add microsoft\u002Fskills --skill azure-ai",{"tool":68,"command":69},"bunx","bunx skills add microsoft\u002Fskills --skill azure-ai",{"tool":71,"command":72},"pnpm","pnpm dlx skills add microsoft\u002Fskills --skill azure-ai","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002FSKILL.md",true,[76,82,86,90,94,98,102,106,110,114,118,122,126,130,134,138,142,146,150,154,158,162,166,170,176,180],{"path":77,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":80,"sourceHtmlUrl":81},"references\u002Fauth-best-practices.md","REFERENCE","参考文档",6207,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fauth-best-practices.md",{"path":83,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":84,"sourceHtmlUrl":85},"references\u002Fsdk\u002Fazure-ai-contentsafety-java.md",1401,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-contentsafety-java.md",{"path":87,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":88,"sourceHtmlUrl":89},"references\u002Fsdk\u002Fazure-ai-contentsafety-py.md",1361,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-contentsafety-py.md",{"path":91,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":92,"sourceHtmlUrl":93},"references\u002Fsdk\u002Fazure-ai-contentsafety-ts.md",1413,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-contentsafety-ts.md",{"path":95,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":96,"sourceHtmlUrl":97},"references\u002Fsdk\u002Fazure-ai-document-intelligence-dotnet.md",1456,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-document-intelligence-dotnet.md",{"path":99,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":100,"sourceHtmlUrl":101},"references\u002Fsdk\u002Fazure-ai-document-intelligence-ts.md",1573,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-document-intelligence-ts.md",{"path":103,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":104,"sourceHtmlUrl":105},"references\u002Fsdk\u002Fazure-ai-openai-dotnet.md",1419,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-openai-dotnet.md",{"path":107,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":108,"sourceHtmlUrl":109},"references\u002Fsdk\u002Fazure-ai-transcription-py.md",1210,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-transcription-py.md",{"path":111,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":112,"sourceHtmlUrl":113},"references\u002Fsdk\u002Fazure-ai-translation-text-py.md",1345,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-translation-text-py.md",{"path":115,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":116,"sourceHtmlUrl":117},"references\u002Fsdk\u002Fazure-ai-translation-ts.md",1369,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-translation-ts.md",{"path":119,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":120,"sourceHtmlUrl":121},"references\u002Fsdk\u002Fazure-ai-vision-imageanalysis-java.md",1325,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-vision-imageanalysis-java.md",{"path":123,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":124,"sourceHtmlUrl":125},"references\u002Fsdk\u002Fazure-ai-vision-imageanalysis-py.md",1297,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-ai-vision-imageanalysis-py.md",{"path":127,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":128,"sourceHtmlUrl":129},"references\u002Fsdk\u002Fazure-search-documents-dotnet.md",1334,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-search-documents-dotnet.md",{"path":131,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":132,"sourceHtmlUrl":133},"references\u002Fsdk\u002Fazure-search-documents-py.md",1561,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-search-documents-py.md",{"path":135,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":136,"sourceHtmlUrl":137},"references\u002Fsdk\u002Fazure-search-documents-ts.md",1259,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fsdk\u002Fazure-search-documents-ts.md",{"path":139,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":140,"sourceHtmlUrl":141},"references\u002Fspeech\u002Fazure-checks.md",3534,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Fazure-checks.md",{"path":143,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":144,"sourceHtmlUrl":145},"references\u002Fspeech\u002Fcollection.md",3608,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Fcollection.md",{"path":147,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":148,"sourceHtmlUrl":149},"references\u002Fspeech\u002Fdiagnostics.md",3999,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Fdiagnostics.md",{"path":151,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":152,"sourceHtmlUrl":153},"references\u002Fspeech\u002Finterpretation.md",3875,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Finterpretation.md",{"path":155,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":156,"sourceHtmlUrl":157},"references\u002Fspeech\u002Flogging-apis.md",3930,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Flogging-apis.md",{"path":159,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":160,"sourceHtmlUrl":161},"references\u002Fspeech\u002Foutput.md",3548,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Foutput.md",{"path":163,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":164,"sourceHtmlUrl":165},"references\u002Fspeech\u002Fsource-contract.md",3885,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Fsource-contract.md",{"path":167,"resourceType":78,"resourceTypeDesc":79,"sizeBytes":168,"sourceHtmlUrl":169},"references\u002Fspeech\u002Fwithout-node.md",1970,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Freferences\u002Fspeech\u002Fwithout-node.md",{"path":171,"resourceType":172,"resourceTypeDesc":173,"sizeBytes":174,"sourceHtmlUrl":175},"scripts\u002Fanalyze-speech-sdk-log.mjs","SCRIPT","脚本",18156,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Fscripts\u002Fanalyze-speech-sdk-log.mjs",{"path":177,"resourceType":172,"resourceTypeDesc":173,"sizeBytes":178,"sourceHtmlUrl":179},"scripts\u002Fanalyze-speech-sdk-log.ps1",1411,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Fscripts\u002Fanalyze-speech-sdk-log.ps1",{"path":181,"resourceType":172,"resourceTypeDesc":173,"sizeBytes":182,"sourceHtmlUrl":183},"scripts\u002Fanalyze-speech-sdk-log.sh",1342,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-ai\u002Fscripts\u002Fanalyze-speech-sdk-log.sh",[185,209,246,273,294,331],{"skillNo":186,"name":187,"nameZh":6,"description":188,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":189,"categories":190,"keywords":192,"publishedAt":45},"01M69B4JCRQV5SPXAFCKXQRV0H","skill-creator","Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fskill-creator\u002FSKILL.md",[191],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[193,194,195,9,196,197,198,25,199,200,201,202,203,204,205,206,207,26,208],"skill creator","creator","coding agents","foundry","microsoft foundry","ai coding agents","services","coding","guide","use","ai coding","with","sdks","for","Existing","new",{"skillNo":210,"name":211,"nameZh":6,"description":212,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":213,"categories":214,"keywords":225,"publishedAt":45},"01M69B4FD57V1MYKRWAJJECTZ7","podcast-generation","Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creation from content, or integrating with Azure OpenAI Realtime API for real audio output. Covers full-stack implementation from React frontend to Python FastAPI backend with WebSocket streaming.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fpodcast-generation\u002FSKILL.md",[215,218,221,224],{"categoryNo":216,"categoryName":217,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":219,"categoryName":220,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":222,"categoryName":223,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[226,227,228,229,230,231,232,25,233,234,235,236,237,238,29,239,240,241,242,243,244,26,245],"podcast generation","podcast","generation","frontend","python","react","realtime","azure openai","generate","streaming","api","Audio","stack","model","fastapi","creation","python fastapi","narrative","features","fastapi backend",{"skillNo":247,"name":248,"nameZh":6,"description":249,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":250,"categories":251,"keywords":253,"publishedAt":45},"01M69B4CYPM5SESY5ZWEFDXEQZ","microsoft-docs","Understand Microsoft technologies by querying official documentation. Use whenever the user asks how something works, wants tutorials, needs configuration options, limits, quotas, or best practices for any Microsoft technology (Azure, .NET, M365, Windows, Power Platform, etc.)—even if they don't mention \"docs.\" If the question is about understanding a concept rather than writing code, this is the right skill.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fmicrosoft-docs\u002FSKILL.md",[252],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[254,9,255,256,257,258,259,260,261,262,263,25,264,265,266,202,267,65,268,269,270,271,272,206],"docs","microsoft docs","MCP","writing","cli","mcp server","windows","power platform","official","documentation","learn","best practices","question","power","back","technology","platform","learn mcp","concept",{"skillNo":274,"name":275,"nameZh":6,"description":276,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":277,"categories":278,"keywords":280,"publishedAt":45},"01M69B49C3YPD1ZJ3NC0HPCY58","mcp-builder","Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP), Node\u002FTypeScript (MCP SDK), or C#\u002F.NET (Microsoft MCP SDK).","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fmcp-builder\u002FSKILL.md",[279],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[256,281,282,283,230,284,285,286,9,287,288,239,289,290,201,202,291,292,293,204,206,26],"mcp builder","builder","typescript","llms","sdk","model context protocol","fastmcp","Tools","node","context","integrate","mcp sdk","building mcp servers",{"skillNo":295,"name":296,"nameZh":6,"description":297,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":298,"categories":299,"keywords":312,"publishedAt":45},"01M69B467A7CDMFQ0T6Q0ZA12Q","kql","KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitfalls, regex patterns, serialization, memory management, result-size discipline, and advanced functions (geo, vector, graph). USE THIS SKILL whenever writing, debugging, or reviewing KQL queries — even simple ones — because the gotchas section prevents the most common errors that waste tool calls and cause expensive retry cascades. Trigger on: KQL, Kusto, ADX, Azure Data Explorer, Fabric Real-Time Intelligence, EventHouse, Log Analytics, log analysis, data exploration, time series, anomaly detection, summarize, where clause, join, extend, project, let statement, parse operator, extract function, any mention of pipe-forward query syntax.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fkql\u002FSKILL.md",[300,303,304,309],{"categoryNo":301,"categoryName":302,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":305,"categoryName":306,"taxonomyType":307,"taxonomyTypeDesc":308},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",{"categoryNo":310,"categoryName":311,"taxonomyType":307,"taxonomyTypeDesc":308},"01JBSEEDCAT000000000000036","内容创作者",[296,257,313,314,315,25,37,316,317,318,319,320,321,322,323,324,325,326,327,206,328,329,330],"summarize","memory","analytics","time series","tool","discipline","log","geo","exploration","pipe","time","project","regex","join","datetime","section","anomaly","parse",{"skillNo":332,"name":333,"nameZh":6,"description":334,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":335,"categories":336,"keywords":337,"publishedAt":45},"01M69B44HJQ7897EZ7NE7DWQX3","github-issue-creator","Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wants a structured GitHub issue. Supports images\u002FGIFs for visual evidence.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fgithub-issue-creator\u002FSKILL.md",[],[338,339,340,341,194,342,343,344,31,345,346,33,202,347,348,349,350,351,352,206,26],"github","github issue creator","github issue","issue","issue creator","screenshots","notes","error messages","messages","evidence","reports","images","info","visual","error"]