[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71B8G14EYRZY3MJMNZS2DFQ":3,"skill-same:01M71B8G14EYRZY3MJMNZS2DFQ":130},{"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":18,"publishedAt":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":47,"commitSha":48,"skillDirectory":49,"forksCount":50,"repositoryHtmlUrl":51,"repositoryHomepageUrl":6,"ownerHtmlUrl":52,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":53,"install":54,"resources":67},"01M71B8G14EYRZY3MJMNZS2DFQ","azure-ai",null,"Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector\u002Fhybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.","strmt7\u002Fai_skills_collection_benchmarked","strmt7","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F28989754?v=4","01M71929P914SWKQ7QJV24NBBY","Stratos","01M71929Q9VGKQ7PWYR95VSQQQ",1,"MIT","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fazure-ai\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"azure ai","azure","when","microsoft","hybrid","for","text-to-speech","with","Hybrid Search","query","document","use","text to speech","text","convert","ocr","vector","search","transcribe","speech","2026-11-10 10:12:30",false,"---\nname: azure-ai\ndescription: \"Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector\u002Fhybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, OCR, convert text to speech.\"\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.0.1\"\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 | `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:** Run `\u002Fazure:setup` or enable via `\u002Fmcp`.\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\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","# 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 | `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:** Run `\u002Fazure:setup` or enable via `\u002Fmcp`.\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\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 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Use for complex artifacts requiring state management, routing, or shadcn\u002Fui components - not for simple single-file HTML\u002FJSX artifacts.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Fweb-artifacts-builder\u002FSKILL.md",[224],{"categoryNo":145,"categoryName":146,"taxonomyType":142,"taxonomyTypeDesc":143},[226,227,228,159,229,230,231,24,232,233,153,234,30,235,236,237,238,239,240,241],"builder","artifacts builder","artifacts","web artifacts builder","single-file","css","Tailwind","ui components","single","file","components","react","multi","state","routing","state management",{"skillNo":243,"name":244,"nameZh":6,"description":245,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":135,"licenseFileUrl":246,"sourceHtmlUrl":247,"categories":248,"keywords":258,"publishedAt":39},"01M71CXZB60QJJ1H4S3NN94WMZ","frontend-design","Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML\u002FCSS layouts, or when styling\u002Fbeautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Ffrontend-design\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fsearch-retrieval-web-automation\u002Fofficial-reference\u002Ffrontend-design\u002FSKILL.md",[249,250,253],{"categoryNo":145,"categoryName":146,"taxonomyType":142,"taxonomyTypeDesc":143},{"categoryNo":251,"categoryName":252,"taxonomyType":142,"taxonomyTypeDesc":143},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":254,"categoryName":255,"taxonomyType":256,"taxonomyTypeDesc":257},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[153,259,260,231,261,262,263,151,264,265,30,21,228,266,236,267,237,268,269,26],"design","frontend design","ui design","generic","aesthetics","landing","pages","code","web ui","react components","examples",{"skillNo":271,"name":272,"nameZh":6,"description":273,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":274,"categories":275,"keywords":276,"publishedAt":39},"01M71CVZ54WFBTVA7R16PFY1ZE","zarr-python","Chunked N-D arrays for cloud storage. Compressed arrays, parallel I\u002FO, S3\u002FGCS integration, NumPy\u002FDask\u002FXarray compatible, for large-scale scientific computing pipelines.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fscience-research-data-analysis\u002Flatest-release-community\u002Fzarr-python\u002FSKILL.md",[],[277,278,279,280,281,282,283,284,285,24,286,287,288,289,290,291,292,293],"zarr python","python","zarr","arrays","Cloud Storage","scientific","storage","parallel","dask","numpy","gcs","s3","integration","scientific computing","cloud","scale","pipelines"]