[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6ADV8ZBGJCG9FVZHXH68P0R":3,"skill-same:01M6ADV8ZBGJCG9FVZHXH68P0R":97},{"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":31,"publishedAt":57,"linkOnly":58,"markdownContent":59,"markdownBody":60,"frontMatter":61,"refName":63,"commitSha":64,"skillDirectory":65,"forksCount":66,"repositoryHtmlUrl":67,"repositoryHomepageUrl":68,"ownerHtmlUrl":69,"ownerBlogUrl":70,"ownerDescription":71,"updatedAt":72,"install":73,"resources":86},"01M6ADV8ZBGJCG9FVZHXH68P0R","microsoft-code-reference",null,"Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs.","github\u002Fawesome-copilot","github","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","01M6AC83DS133TPXFSP1DHNCC6","GitHub","01M6AD3PBDYPK7NVFJNJ66Y8RS",41162,"MIT","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fmicrosoft-code-reference\u002FSKILL.md",[18,23,26],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56],"microsoft","reference","code","microsoft code reference","https","when","sdks","errors","get","signatures","references","up","api","server","examples","MCP","learn","libraries","azure","official","troubleshoot","mcp server","sdk","docs","cli","2026-11-10 10:12:30",false,"---\nname: microsoft-code-reference\ndescription: Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs.\ncompatibility: Works best with Microsoft Learn MCP Server (https:\u002F\u002Flearn.microsoft.com\u002Fapi\u002Fmcp). Can also use the mslearn CLI as a fallback.\n---\n\n# Microsoft Code Reference\n\n## Tools\n\n| Need | Tool | Example |\n|------|------|---------|\n| API method\u002Fclass lookup | `microsoft_docs_search` | `\"BlobClient UploadAsync Azure.Storage.Blobs\"` |\n| Working code sample | `microsoft_code_sample_search` | `query: \"upload blob managed identity\", language: \"python\"` |\n| Full API reference | `microsoft_docs_fetch` | Fetch URL from `microsoft_docs_search` (for overloads, full signatures) |\n\n## Finding Code Samples\n\nUse `microsoft_code_sample_search` to get official, working examples:\n\n```\nmicrosoft_code_sample_search(query: \"upload file to blob storage\", language: \"csharp\")\nmicrosoft_code_sample_search(query: \"authenticate with managed identity\", language: \"python\")\nmicrosoft_code_sample_search(query: \"send message service bus\", language: \"javascript\")\n```\n\n**When to use:**\n- Before writing code—find a working pattern to follow\n- After errors—compare your code against a known-good sample\n- Unsure of initialization\u002Fsetup—samples show complete context\n\n## API Lookups\n\n```\n# Verify method exists (include namespace for precision)\n\"BlobClient UploadAsync Azure.Storage.Blobs\"\n\"GraphServiceClient Users Microsoft.Graph\"\n\n# Find class\u002Finterface\n\"DefaultAzureCredential class Azure.Identity\"\n\n# Find correct package\n\"Azure Blob Storage NuGet package\"\n\"azure-storage-blob pip package\"\n```\n\nFetch full page when method has multiple overloads or you need complete parameter details.\n\n## Error Troubleshooting\n\nUse `microsoft_code_sample_search` to find working code samples and compare with your implementation. For specific errors, use `microsoft_docs_search` and `microsoft_docs_fetch`:\n\n| Error Type | Query |\n|------------|-------|\n| Method not found | `\"[ClassName] methods [Namespace]\"` |\n| Type not found | `\"[TypeName] NuGet package namespace\"` |\n| Wrong signature | `\"[ClassName] [MethodName] overloads\"` → fetch full page |\n| Deprecated warning | `\"[OldType] migration v12\"` |\n| Auth failure | `\"DefaultAzureCredential troubleshooting\"` |\n| 403 Forbidden | `\"[ServiceName] RBAC permissions\"` |\n\n## When to Verify\n\nAlways verify when:\n- Method name seems \"too convenient\" (`UploadFile` vs actual `Upload`)\n- Mixing SDK versions (v11 `CloudBlobClient` vs v12 `BlobServiceClient`)\n- Package name doesn't follow conventions (`Azure.*` for .NET, `azure-*` for Python)\n- Using an API for the first time\n\n## Validation Workflow\n\nBefore generating code using Microsoft SDKs, verify it's correct:\n\n1. **Confirm method or package exists** — `microsoft_docs_search(query: \"[ClassName] [MethodName] [Namespace]\")`\n2. **Fetch full details** (for overloads\u002Fcomplex params) — `microsoft_docs_fetch(url: \"...\")`\n3. **Find working sample** — `microsoft_code_sample_search(query: \"[task]\", language: \"[lang]\")`\n\nFor simple lookups, step 1 alone may suffice. For complex API usage, complete all three steps.\n\n## CLI Alternative\n\nIf the Learn MCP server is not available, use the `mslearn` CLI from a terminal or shell (for example, Bash, PowerShell, or cmd) instead:\n\n```sh\n# Run directly (no install needed)\nnpx @microsoft\u002Flearn-cli search \"BlobClient UploadAsync Azure.Storage.Blobs\"\n\n# Or install globally, then run\nnpm install -g @microsoft\u002Flearn-cli\nmslearn search \"BlobClient UploadAsync Azure.Storage.Blobs\"\n```\n\n| MCP Tool | CLI Command |\n|----------|-------------|\n| `microsoft_docs_search(query: \"...\")` | `mslearn search \"...\"` |\n| `microsoft_code_sample_search(query: \"...\", language: \"...\")` | `mslearn code-search \"...\" --language ...` |\n| `microsoft_docs_fetch(url: \"...\")` | `mslearn fetch \"...\"` |\n\nPass `--json` to `search` or `code-search` to get raw JSON output for further processing.\n","# Microsoft Code Reference\n\n## Tools\n\n| Need | Tool | Example |\n|------|------|---------|\n| API method\u002Fclass lookup | `microsoft_docs_search` | `\"BlobClient UploadAsync Azure.Storage.Blobs\"` |\n| Working code sample | `microsoft_code_sample_search` | `query: \"upload blob managed identity\", language: \"python\"` |\n| Full API reference | `microsoft_docs_fetch` | Fetch URL from `microsoft_docs_search` (for overloads, full signatures) |\n\n## Finding Code Samples\n\nUse `microsoft_code_sample_search` to get official, working examples:\n\n```\nmicrosoft_code_sample_search(query: \"upload file to blob storage\", language: \"csharp\")\nmicrosoft_code_sample_search(query: \"authenticate with managed identity\", language: \"python\")\nmicrosoft_code_sample_search(query: \"send message service bus\", language: \"javascript\")\n```\n\n**When to use:**\n- Before writing code—find a working pattern to follow\n- After errors—compare your code against a known-good sample\n- Unsure of initialization\u002Fsetup—samples show complete context\n\n## API Lookups\n\n```\n# Verify method exists (include namespace for precision)\n\"BlobClient UploadAsync Azure.Storage.Blobs\"\n\"GraphServiceClient Users Microsoft.Graph\"\n\n# Find class\u002Finterface\n\"DefaultAzureCredential class Azure.Identity\"\n\n# Find correct package\n\"Azure Blob Storage NuGet package\"\n\"azure-storage-blob pip package\"\n```\n\nFetch full page when method has multiple overloads or you need complete parameter details.\n\n## Error Troubleshooting\n\nUse `microsoft_code_sample_search` to find working code samples and compare with your implementation. For specific errors, use `microsoft_docs_search` and `microsoft_docs_fetch`:\n\n| Error Type | Query |\n|------------|-------|\n| Method not found | `\"[ClassName] methods [Namespace]\"` |\n| Type not found | `\"[TypeName] NuGet package namespace\"` |\n| Wrong signature | `\"[ClassName] [MethodName] overloads\"` → fetch full page |\n| Deprecated warning | `\"[OldType] migration v12\"` |\n| Auth failure | `\"DefaultAzureCredential troubleshooting\"` |\n| 403 Forbidden | `\"[ServiceName] RBAC permissions\"` |\n\n## When to Verify\n\nAlways verify when:\n- Method name seems \"too convenient\" (`UploadFile` vs actual `Upload`)\n- Mixing SDK versions (v11 `CloudBlobClient` vs v12 `BlobServiceClient`)\n- Package name doesn't follow conventions (`Azure.*` for .NET, `azure-*` for Python)\n- Using an API for the first time\n\n## Validation Workflow\n\nBefore generating code using Microsoft SDKs, verify it's correct:\n\n1. **Confirm method or package exists** — `microsoft_docs_search(query: \"[ClassName] [MethodName] [Namespace]\")`\n2. **Fetch full details** (for overloads\u002Fcomplex params) — `microsoft_docs_fetch(url: \"...\")`\n3. **Find working sample** — `microsoft_code_sample_search(query: \"[task]\", language: \"[lang]\")`\n\nFor simple lookups, step 1 alone may suffice. For complex API usage, complete all three steps.\n\n## CLI Alternative\n\nIf the Learn MCP server is not available, use the `mslearn` CLI from a terminal or shell (for example, Bash, PowerShell, or cmd) instead:\n\n```sh\n# Run directly (no install needed)\nnpx @microsoft\u002Flearn-cli search \"BlobClient UploadAsync Azure.Storage.Blobs\"\n\n# Or install globally, then run\nnpm install -g @microsoft\u002Flearn-cli\nmslearn search \"BlobClient UploadAsync Azure.Storage.Blobs\"\n```\n\n| MCP Tool | CLI Command |\n|----------|-------------|\n| `microsoft_docs_search(query: \"...\")` | `mslearn search \"...\"` |\n| `microsoft_code_sample_search(query: \"...\", language: \"...\")` | `mslearn code-search \"...\" --language ...` |\n| `microsoft_docs_fetch(url: \"...\")` | `mslearn fetch \"...\"` |\n\nPass `--json` to `search` or `code-search` to get raw JSON output for further processing.\n",{"name":5,"description":7,"compatibility":62},"Works best with Microsoft Learn MCP Server (https:\u002F\u002Flearn.microsoft.com\u002Fapi\u002Fmcp). Can also use the mslearn CLI as a fallback.","main","5269f7ea2d6c3a9bfda5ed878b6726cf509121fd","skills\u002Fmicrosoft-code-reference",5360,"https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot","https:\u002F\u002Fawesome-copilot.github.com\u002F","https:\u002F\u002Fgithub.com\u002Fgithub","https:\u002F\u002Fgithub.com\u002Fabout","How people build software.","2026-11-15 04:42:30",{"source":8,"skillName":5,"commands":74,"prompt":84,"zipAvailable":85},[75,78,81],{"tool":76,"command":77},"npx","npx skills add github\u002Fawesome-copilot --skill microsoft-code-reference",{"tool":79,"command":80},"bunx","bunx skills add github\u002Fawesome-copilot --skill microsoft-code-reference",{"tool":82,"command":83},"pnpm","pnpm dlx skills add github\u002Fawesome-copilot --skill microsoft-code-reference","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fmicrosoft-code-reference\u002FSKILL.md",true,[87,93],{"path":88,"resourceType":89,"resourceTypeDesc":90,"sizeBytes":91,"sourceHtmlUrl":92},"scripts\u002Findex.html","SCRIPT","脚本",959,"https:\u002F\u002Fgithub.com\u002FDenisovAV\u002Fflutter_edge_ai\u002Fblob\u002Fmain\u002Fpackages\u002Fflutter_edge_ai_agent\u002Fassets\u002Fskills\u002Fcalculate-hash\u002Fscripts\u002Findex.html",{"path":94,"resourceType":89,"resourceTypeDesc":90,"sizeBytes":95,"sourceHtmlUrl":96},"scripts\u002Findex.js",1348,"https:\u002F\u002Fgithub.com\u002FDenisovAV\u002Fflutter_edge_ai\u002Fblob\u002Fmain\u002Fpackages\u002Fflutter_edge_ai_agent\u002Fassets\u002Fskills\u002Fcalculate-hash\u002Fscripts\u002Findex.js",[98,128,156,180,211,227],{"skillNo":99,"name":100,"nameZh":6,"description":101,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":102,"categories":103,"keywords":108,"publishedAt":57},"01M70KXZNX9ES38N2A8M58ZZMZ","supabase-rls-policies","Write, review, and test Supabase Row Level Security (RLS) policies so that one user cannot read or change another user's rows. Use when creating or changing tables, policies, views, or security definer functions in a Supabase project, when reviewing a migration that touches RLS, or when asked to prove user isolation with pgTAP tests that sign in as two users.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fsupabase-rls-policies\u002FSKILL.md",[104,107],{"categoryNo":105,"categoryName":106,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[109,110,111,112,113,37,114,115,116,117,118,119,120,121,122,123,124,125,126,127],"supabase","rls","supabase rls","supabase rls policies","project","review","change","read","write","security","isolation","tables","as","tests","prove","use","users","functions","with",{"skillNo":129,"name":130,"nameZh":6,"description":131,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":132,"categories":133,"keywords":135,"publishedAt":57},"01M70KWA5YWXDV6V8DZ19E3T2Y","skill-distribution-audit","Audit a skill collection before release or investigate installer omissions, archived\u002Ftemplate leakage, duplicate identities, and manifest drift. Reconcile the intended public source set, distribution manifest, and actual discovery output for a specified consumer version. Includes a deterministic set-comparison helper.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fskill-distribution-audit\u002FSKILL.md",[134],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155],"distribution","skill distribution audit","audit","SET","deterministic","installer","for","discovery","comparison","helper","manifest","version","collection","drift","output","investigate","duplicate","template","release","reconcile",{"skillNo":157,"name":158,"nameZh":6,"description":159,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":160,"sourceHtmlUrl":161,"categories":162,"keywords":164,"publishedAt":57},"01M70KCJPFVW7PPQ49CC5R8JGK","logicapps-custom-code-net10-migration","Migrate Azure Logic Apps Standard local-function custom-code projects from .NET 8 to .NET 10. Use for legacy Logic Apps custom-code workspace upgrades, project\u002Fpackage configuration, custom-worker settings, publication, and integrated VS Code debugging. Not for ordinary .NET applications, standalone Azure Functions, Consumption workflows, or cloud deployment.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Flogicapps-custom-code-net10-migration\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Flogicapps-custom-code-net10-migration\u002FSKILL.md",[163],{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},[165,34,166,167,168,169,142,113,170,171,172,50,173,174,175,124,176,177,178,179],"custom","logicapps custom code net10 migration","migration","projects","standalone","deployment","applications","local","worker","upgrades","package","apps","Legacy","debugging","workflows",{"skillNo":181,"name":182,"nameZh":6,"description":183,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":184,"sourceHtmlUrl":185,"categories":186,"keywords":189,"publishedAt":57},"01M6AEBN37RQMXJ3298PEY7PG1","winmd-api-search","Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI\u002FML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fwinmd-api-search\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fwinmd-api-search\u002FSKILL.md",[187,188],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},[190,191,44,192,193,194,195,196,197,198,199,200,201,202,203,37,204,205,206,207,208,142,209,210],"winmd api search","search","windows","desktop","file access","enumeration","ui","ml","file","networking","capabilities","notifications","explore","access","features","full","camera","events","platform","methods","controls",{"skillNo":212,"name":213,"nameZh":6,"description":214,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":215,"licenseFileUrl":216,"sourceHtmlUrl":217,"categories":218,"keywords":224,"publishedAt":57},"01M6AE571R3SC1ZGE202B3NB5S","resemble-detect","Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fresemble-detect\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fresemble-detect\u002FSKILL.md",[219,220,223],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":221,"categoryName":222,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[225,139,198,36,226],"resemble detect","identity",{"skillNo":228,"name":229,"nameZh":6,"description":230,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":215,"licenseFileUrl":231,"sourceHtmlUrl":232,"categories":233,"keywords":238,"publishedAt":57},"01M6AE30BSK2HCY4TQQ22Z8JRD","quality-playbook","Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches. Finds the 35% of real defects that structural code review alone cannot catch. Works with any language. Trigger on 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', or 'coverage theater'.","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fquality-playbook\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fquality-playbook\u002FSKILL.md",[234,237],{"categoryNo":235,"categoryName":236,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[239,240,241,242,34,114,9,138,243,244,36,245,246,247,248,249,250,251,252,253,254,255,122,256,257,258,259],"playbook","quality playbook","quality","code review","tdd","run","report","spec","bug report","council","engineering","functional","spec audit","bug","verified","multi-model","three","coverage","model","regression","structural"]