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Use for managing APIM services, APIs, products, subscriptions, and policies.\nTriggers: \"azure-mgmt-apimanagement\", \"ApiManagementClient\", \"APIM\", \"API gateway\", \"API Management\".","microsoft\u002Fskills","microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","01M698VYDXZ6JW5WH3CRV650R8","Microsoft","01M69AJYYW4E1RMSYCQDJ4FJSH",3202,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-sdk-python\u002Fskills\u002Fazure-mgmt-apimanagement-py\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",[24,25,26,27,9,28,29,30,31,32,33,34,35,36,37],"azure","azure mgmt apimanagement py","python","sdk","api gateway","gateway","services","api","management","use","subscriptions","triggers","azure api management","for","2026-11-10 10:12:30",false,"---\nname: azure-mgmt-apimanagement-py\ndescription: |\n  Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.\n  Triggers: \"azure-mgmt-apimanagement\", \"ApiManagementClient\", \"APIM\", \"API gateway\", \"API Management\".\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.0.0\"\n  package: azure-mgmt-apimanagement\n---\n\n# Azure API Management SDK for Python\n\nManage Azure API Management services, APIs, products, and policies.\n\n## Installation\n\n```bash\npip install azure-mgmt-apimanagement\npip install azure-identity\n```\n\n## Environment Variables\n\n```bash\nAZURE_SUBSCRIPTION_ID=your-subscription-id  # Required for all auth methods\nAZURE_TOKEN_CREDENTIALS=prod # Required only if DefaultAzureCredential is used in production\n```\n\n## Authentication & Lifecycle\n\n> **? Two rules apply to every code sample below:**\n>\n> 1. **Prefer `DefaultAzureCredential`.** It works locally (Azure CLI \u002F VS Code \u002F Developer CLI) and in Azure (managed identity, workload identity) with no code change. Avoid connection strings, account\u002FAPI keys — they bypass Entra audit and rotation.\n>    - Local dev: `DefaultAzureCredential` works as-is.\n>    - Production: set `AZURE_TOKEN_CREDENTIALS=prod` (or `AZURE_TOKEN_CREDENTIALS=\u003Cspecific_credential>`) to constrain the credential chain to production-safe credentials.\n> 2. **Wrap every client in a context manager** so HTTP transports, sockets, and token caches are released deterministically:\n>    - Sync: `with \u003CClient>(...) as client:`\n>    - Async: `async with \u003CClient>(...) as client:` **and** `async with DefaultAzureCredential() as credential:` (from `azure.identity.aio`)\n>\n> Snippets may abbreviate this setup, but production code should always follow both rules.\n\n```python\nfrom azure.identity import DefaultAzureCredential\nfrom azure.mgmt.apimanagement import ApiManagementClient\nimport os\n\nwith ApiManagementClient(\n    credential=DefaultAzureCredential(),\n    subscription_id=os.environ[\"AZURE_SUBSCRIPTION_ID\"]\n) as client:\n    # Use `client` for all subsequent operations (see examples below)\n    ...\n```\n\n## Create APIM Service\n\n```python\nfrom azure.mgmt.apimanagement.models import (\n    ApiManagementServiceResource,\n    ApiManagementServiceSkuProperties,\n    SkuType\n)\n\nservice = client.api_management_service.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    parameters=ApiManagementServiceResource(\n        location=\"eastus\",\n        publisher_email=\"admin@example.com\",\n        publisher_name=\"My Organization\",\n        sku=ApiManagementServiceSkuProperties(\n            name=SkuType.DEVELOPER,\n            capacity=1\n        )\n    )\n).result()\n\nprint(f\"Created APIM: {service.name}\")\n```\n\n## Import API from OpenAPI\n\n```python\nfrom azure.mgmt.apimanagement.models import (\n    ApiCreateOrUpdateParameter,\n    ContentFormat,\n    Protocol\n)\n\napi = client.api.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    api_id=\"my-api\",\n    parameters=ApiCreateOrUpdateParameter(\n        display_name=\"My API\",\n        path=\"myapi\",\n        protocols=[Protocol.HTTPS],\n        format=ContentFormat.OPENAPI_JSON,\n        value='{\"openapi\": \"3.0.0\", \"info\": {\"title\": \"My API\", \"version\": \"1.0\"}, \"paths\": {\"\u002Fhealth\": {\"get\": {\"responses\": {\"200\": {\"description\": \"OK\"}}}}}}'\n    )\n).result()\n\nprint(f\"Imported API: {api.display_name}\")\n```\n\n## Import API from URL\n\n```python\napi = client.api.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    api_id=\"petstore\",\n    parameters=ApiCreateOrUpdateParameter(\n        display_name=\"Petstore API\",\n        path=\"petstore\",\n        protocols=[Protocol.HTTPS],\n        format=ContentFormat.OPENAPI_LINK,\n        value=\"https:\u002F\u002Fpetstore.swagger.io\u002Fv2\u002Fswagger.json\"\n    )\n).result()\n```\n\n## List APIs\n\n```python\napis = client.api.list_by_service(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\"\n)\n\nfor api in apis:\n    print(f\"{api.name}: {api.display_name} - {api.path}\")\n```\n\n## Create Product\n\n```python\nfrom azure.mgmt.apimanagement.models import ProductContract\n\nproduct = client.product.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    product_id=\"premium\",\n    parameters=ProductContract(\n        display_name=\"Premium\",\n        description=\"Premium tier with unlimited access\",\n        subscription_required=True,\n        approval_required=False,\n        state=\"published\"\n    )\n)\n\nprint(f\"Created product: {product.display_name}\")\n```\n\n## Add API to Product\n\n```python\nclient.product_api.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    product_id=\"premium\",\n    api_id=\"my-api\"\n)\n```\n\n## Create Subscription\n\n```python\nfrom azure.mgmt.apimanagement.models import SubscriptionCreateParameters\n\nsubscription = client.subscription.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    sid=\"my-subscription\",\n    parameters=SubscriptionCreateParameters(\n        display_name=\"My Subscription\",\n        scope=f\"\u002Fproducts\u002Fpremium\",\n        state=\"active\"\n    )\n)\n\nprint(f\"Subscription key: {subscription.primary_key}\")\n```\n\n## Set API Policy\n\n```python\nfrom azure.mgmt.apimanagement.models import PolicyContract\n\npolicy_xml = \"\"\"\n\u003Cpolicies>\n    \u003Cinbound>\n        \u003Crate-limit calls=\"100\" renewal-period=\"60\" \u002F>\n        \u003Cset-header name=\"X-Custom-Header\" exists-action=\"override\">\n            \u003Cvalue>CustomValue\u003C\u002Fvalue>\n        \u003C\u002Fset-header>\n    \u003C\u002Finbound>\n    \u003Cbackend>\n        \u003Cforward-request \u002F>\n    \u003C\u002Fbackend>\n    \u003Coutbound \u002F>\n    \u003Con-error \u002F>\n\u003C\u002Fpolicies>\n\"\"\"\n\nclient.api_policy.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    api_id=\"my-api\",\n    policy_id=\"policy\",\n    parameters=PolicyContract(\n        value=policy_xml,\n        format=\"xml\"\n    )\n)\n```\n\n## Create Named Value (Secret)\n\n```python\nfrom azure.mgmt.apimanagement.models import NamedValueCreateContract\n\nnamed_value = client.named_value.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    named_value_id=\"backend-api-key\",\n    parameters=NamedValueCreateContract(\n        display_name=\"Backend API Key\",\n        value=\"secret-key-value\",\n        secret=True\n    )\n).result()\n```\n\n## Create Backend\n\n```python\nfrom azure.mgmt.apimanagement.models import BackendContract\n\nbackend = client.backend.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    backend_id=\"my-backend\",\n    parameters=BackendContract(\n        url=\"https:\u002F\u002Fapi.backend.example.com\",\n        protocol=\"http\",\n        description=\"My backend service\"\n    )\n)\n```\n\n## Create User\n\n```python\nfrom azure.mgmt.apimanagement.models import UserCreateParameters\n\nuser = client.user.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    user_id=\"newuser\",\n    parameters=UserCreateParameters(\n        email=\"user@example.com\",\n        first_name=\"John\",\n        last_name=\"Doe\"\n    )\n)\n```\n\n## Operation Groups\n\n| Group | Purpose |\n|-------|---------|\n| `api_management_service` | APIM instance management |\n| `api` | API operations |\n| `api_operation` | API operation details |\n| `api_policy` | API-level policies |\n| `product` | Product management |\n| `product_api` | Product-API associations |\n| `subscription` | Subscription management |\n| `user` | User management |\n| `named_value` | Named values\u002Fsecrets |\n| `backend` | Backend services |\n| `certificate` | Certificates |\n| `gateway` | Self-hosted gateways |\n\n## Best Practices\n\n1. **Pick sync OR async and stay consistent.** Do not mix `azure.xxx` sync clients with `azure.xxx.aio` async clients in the same call path. Choose one mode per module.\n2. **Always use context managers for clients and async credentials.** Wrap every client in `with Client(...) as client:` (sync) or `async with Client(...) as client:` (async). For async `DefaultAzureCredential` from `azure.identity.aio`, also use `async with credential:` so tokens and transports are cleaned up.\n3. **Use named values** for secrets and configuration\n4. **Apply policies** at appropriate scopes (global, product, API, operation)\n5. **Use products** to bundle APIs and manage access\n6. **Enable Application Insights** for monitoring\n7. **Use backends** to abstract backend services\n8. **Version your APIs** using APIM's versioning features\n\n## Reference Files\n\n| File | Contents |\n|------|----------|\n| [references\u002Fcapabilities.md](references\u002Fcapabilities.md) | Additional non-hero capabilities, operation-group coverage, and production checklists. |\n| [references\u002Fnon-hero-scenarios.md](references\u002Fnon-hero-scenarios.md) | Dedicated non-hero examples for secondary\u002Fadvanced scenarios. |\n","# Azure API Management SDK for Python\n\nManage Azure API Management services, APIs, products, and policies.\n\n## Installation\n\n```bash\npip install azure-mgmt-apimanagement\npip install azure-identity\n```\n\n## Environment Variables\n\n```bash\nAZURE_SUBSCRIPTION_ID=your-subscription-id  # Required for all auth methods\nAZURE_TOKEN_CREDENTIALS=prod # Required only if DefaultAzureCredential is used in production\n```\n\n## Authentication & Lifecycle\n\n> **? Two rules apply to every code sample below:**\n>\n> 1. **Prefer `DefaultAzureCredential`.** It works locally (Azure CLI \u002F VS Code \u002F Developer CLI) and in Azure (managed identity, workload identity) with no code change. Avoid connection strings, account\u002FAPI keys — they bypass Entra audit and rotation.\n>    - Local dev: `DefaultAzureCredential` works as-is.\n>    - Production: set `AZURE_TOKEN_CREDENTIALS=prod` (or `AZURE_TOKEN_CREDENTIALS=\u003Cspecific_credential>`) to constrain the credential chain to production-safe credentials.\n> 2. **Wrap every client in a context manager** so HTTP transports, sockets, and token caches are released deterministically:\n>    - Sync: `with \u003CClient>(...) as client:`\n>    - Async: `async with \u003CClient>(...) as client:` **and** `async with DefaultAzureCredential() as credential:` (from `azure.identity.aio`)\n>\n> Snippets may abbreviate this setup, but production code should always follow both rules.\n\n```python\nfrom azure.identity import DefaultAzureCredential\nfrom azure.mgmt.apimanagement import ApiManagementClient\nimport os\n\nwith ApiManagementClient(\n    credential=DefaultAzureCredential(),\n    subscription_id=os.environ[\"AZURE_SUBSCRIPTION_ID\"]\n) as client:\n    # Use `client` for all subsequent operations (see examples below)\n    ...\n```\n\n## Create APIM Service\n\n```python\nfrom azure.mgmt.apimanagement.models import (\n    ApiManagementServiceResource,\n    ApiManagementServiceSkuProperties,\n    SkuType\n)\n\nservice = client.api_management_service.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    parameters=ApiManagementServiceResource(\n        location=\"eastus\",\n        publisher_email=\"admin@example.com\",\n        publisher_name=\"My Organization\",\n        sku=ApiManagementServiceSkuProperties(\n            name=SkuType.DEVELOPER,\n            capacity=1\n        )\n    )\n).result()\n\nprint(f\"Created APIM: {service.name}\")\n```\n\n## Import API from OpenAPI\n\n```python\nfrom azure.mgmt.apimanagement.models import (\n    ApiCreateOrUpdateParameter,\n    ContentFormat,\n    Protocol\n)\n\napi = client.api.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    api_id=\"my-api\",\n    parameters=ApiCreateOrUpdateParameter(\n        display_name=\"My API\",\n        path=\"myapi\",\n        protocols=[Protocol.HTTPS],\n        format=ContentFormat.OPENAPI_JSON,\n        value='{\"openapi\": \"3.0.0\", \"info\": {\"title\": \"My API\", \"version\": \"1.0\"}, \"paths\": {\"\u002Fhealth\": {\"get\": {\"responses\": {\"200\": {\"description\": \"OK\"}}}}}}'\n    )\n).result()\n\nprint(f\"Imported API: {api.display_name}\")\n```\n\n## Import API from URL\n\n```python\napi = client.api.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    api_id=\"petstore\",\n    parameters=ApiCreateOrUpdateParameter(\n        display_name=\"Petstore API\",\n        path=\"petstore\",\n        protocols=[Protocol.HTTPS],\n        format=ContentFormat.OPENAPI_LINK,\n        value=\"https:\u002F\u002Fpetstore.swagger.io\u002Fv2\u002Fswagger.json\"\n    )\n).result()\n```\n\n## List APIs\n\n```python\napis = client.api.list_by_service(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\"\n)\n\nfor api in apis:\n    print(f\"{api.name}: {api.display_name} - {api.path}\")\n```\n\n## Create Product\n\n```python\nfrom azure.mgmt.apimanagement.models import ProductContract\n\nproduct = client.product.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    product_id=\"premium\",\n    parameters=ProductContract(\n        display_name=\"Premium\",\n        description=\"Premium tier with unlimited access\",\n        subscription_required=True,\n        approval_required=False,\n        state=\"published\"\n    )\n)\n\nprint(f\"Created product: {product.display_name}\")\n```\n\n## Add API to Product\n\n```python\nclient.product_api.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    product_id=\"premium\",\n    api_id=\"my-api\"\n)\n```\n\n## Create Subscription\n\n```python\nfrom azure.mgmt.apimanagement.models import SubscriptionCreateParameters\n\nsubscription = client.subscription.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    sid=\"my-subscription\",\n    parameters=SubscriptionCreateParameters(\n        display_name=\"My Subscription\",\n        scope=f\"\u002Fproducts\u002Fpremium\",\n        state=\"active\"\n    )\n)\n\nprint(f\"Subscription key: {subscription.primary_key}\")\n```\n\n## Set API Policy\n\n```python\nfrom azure.mgmt.apimanagement.models import PolicyContract\n\npolicy_xml = \"\"\"\n\u003Cpolicies>\n    \u003Cinbound>\n        \u003Crate-limit calls=\"100\" renewal-period=\"60\" \u002F>\n        \u003Cset-header name=\"X-Custom-Header\" exists-action=\"override\">\n            \u003Cvalue>CustomValue\u003C\u002Fvalue>\n        \u003C\u002Fset-header>\n    \u003C\u002Finbound>\n    \u003Cbackend>\n        \u003Cforward-request \u002F>\n    \u003C\u002Fbackend>\n    \u003Coutbound \u002F>\n    \u003Con-error \u002F>\n\u003C\u002Fpolicies>\n\"\"\"\n\nclient.api_policy.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    api_id=\"my-api\",\n    policy_id=\"policy\",\n    parameters=PolicyContract(\n        value=policy_xml,\n        format=\"xml\"\n    )\n)\n```\n\n## Create Named Value (Secret)\n\n```python\nfrom azure.mgmt.apimanagement.models import NamedValueCreateContract\n\nnamed_value = client.named_value.begin_create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    named_value_id=\"backend-api-key\",\n    parameters=NamedValueCreateContract(\n        display_name=\"Backend API Key\",\n        value=\"secret-key-value\",\n        secret=True\n    )\n).result()\n```\n\n## Create Backend\n\n```python\nfrom azure.mgmt.apimanagement.models import BackendContract\n\nbackend = client.backend.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    backend_id=\"my-backend\",\n    parameters=BackendContract(\n        url=\"https:\u002F\u002Fapi.backend.example.com\",\n        protocol=\"http\",\n        description=\"My backend service\"\n    )\n)\n```\n\n## Create User\n\n```python\nfrom azure.mgmt.apimanagement.models import UserCreateParameters\n\nuser = client.user.create_or_update(\n    resource_group_name=\"my-resource-group\",\n    service_name=\"my-apim\",\n    user_id=\"newuser\",\n    parameters=UserCreateParameters(\n        email=\"user@example.com\",\n        first_name=\"John\",\n        last_name=\"Doe\"\n    )\n)\n```\n\n## Operation Groups\n\n| Group | Purpose |\n|-------|---------|\n| `api_management_service` | APIM instance management |\n| `api` | API operations |\n| `api_operation` | API operation details |\n| `api_policy` | API-level policies |\n| `product` | Product management |\n| `product_api` | Product-API associations |\n| `subscription` | Subscription management |\n| `user` | User management |\n| `named_value` | Named values\u002Fsecrets |\n| `backend` | Backend services |\n| `certificate` | Certificates |\n| `gateway` | Self-hosted gateways |\n\n## Best Practices\n\n1. **Pick sync OR async and stay consistent.** Do not mix `azure.xxx` sync clients with `azure.xxx.aio` async clients in the same call path. Choose one mode per module.\n2. **Always use context managers for clients and async credentials.** Wrap every client in `with Client(...) as client:` (sync) or `async with Client(...) as client:` (async). For async `DefaultAzureCredential` from `azure.identity.aio`, also use `async with credential:` so tokens and transports are cleaned up.\n3. **Use named values** for secrets and configuration\n4. **Apply policies** at appropriate scopes (global, product, API, operation)\n5. **Use products** to bundle APIs and manage access\n6. **Enable Application Insights** for monitoring\n7. **Use backends** to abstract backend services\n8. **Version your APIs** using APIM's versioning features\n\n## Reference Files\n\n| File | Contents |\n|------|----------|\n| [references\u002Fcapabilities.md](references\u002Fcapabilities.md) | Additional non-hero capabilities, operation-group coverage, and production checklists. |\n| [references\u002Fnon-hero-scenarios.md](references\u002Fnon-hero-scenarios.md) | Dedicated non-hero examples for secondary\u002Fadvanced scenarios. |\n",{"name":5,"license":15,"metadata":43,"description":46},{"author":12,"package":44,"version":45},"azure-mgmt-apimanagement","1.0.0","Azure API Management SDK for Python. 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Use when creating new skills or updating existing skills.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fskill-creator\u002FSKILL.md",[88],{"categoryNo":89,"categoryName":90,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[92,93,94,9,95,96,97,24,30,98,99,33,100,101,102,37,103,104,105],"skill creator","creator","coding agents","foundry","microsoft foundry","ai coding agents","coding","guide","ai coding","with","sdks","Existing","when","new",{"skillNo":107,"name":108,"nameZh":6,"description":109,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":110,"categories":111,"keywords":120,"publishedAt":38},"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",[112,115,116,119],{"categoryNo":113,"categoryName":114,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":117,"categoryName":118,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体",{"categoryNo":89,"categoryName":90,"taxonomyType":21,"taxonomyTypeDesc":22},[121,122,123,124,26,125,126,24,127,128,129,31,130,131,132,133,134,135,136,137,138,104,139],"podcast generation","podcast","generation","frontend","react","realtime","azure openai","generate","streaming","Audio","stack","text","model","fastapi","creation","python fastapi","narrative","features","fastapi backend",{"skillNo":141,"name":142,"nameZh":6,"description":143,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":144,"categories":145,"keywords":147,"publishedAt":38},"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",[146],{"categoryNo":89,"categoryName":90,"taxonomyType":21,"taxonomyTypeDesc":22},[148,9,149,150,151,152,153,154,155,156,157,24,158,159,160,33,161,60,162,163,164,165,166,37],"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":168,"name":169,"nameZh":6,"description":170,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":171,"categories":172,"keywords":174,"publishedAt":38},"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",[173],{"categoryNo":89,"categoryName":90,"taxonomyType":21,"taxonomyTypeDesc":22},[150,175,176,177,26,178,27,179,9,180,181,133,182,183,99,33,184,185,186,101,37,104],"mcp builder","builder","typescript","llms","model context protocol","fastmcp","Tools","node","context","integrate","mcp sdk","building mcp servers",{"skillNo":188,"name":189,"nameZh":6,"description":190,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":191,"categories":192,"keywords":205,"publishedAt":38},"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",[193,196,197,202],{"categoryNo":194,"categoryName":195,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":89,"categoryName":90,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":198,"categoryName":199,"taxonomyType":200,"taxonomyTypeDesc":201},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",{"categoryNo":203,"categoryName":204,"taxonomyType":200,"taxonomyTypeDesc":201},"01JBSEEDCAT000000000000036","内容创作者",[189,151,206,207,208,24,209,210,211,212,213,214,215,216,217,218,219,220,221,37,222,223,224],"summarize","memory","analytics","vector","time series","tool","discipline","log","geo","exploration","pipe","time","project","regex","join","datetime","section","anomaly","parse",{"skillNo":226,"name":227,"nameZh":6,"description":228,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":229,"categories":230,"keywords":231,"publishedAt":38},"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",[],[232,233,234,235,93,236,237,238,239,240,241,242,33,243,244,245,246,247,248,37,104],"github","github issue creator","github issue","issue","issue creator","screenshots","notes","logs","error messages","messages","convert","evidence","reports","images","info","visual","error"]