[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71BCQ3XCD3A39DA8XPQ6V96":3,"skill-same:01M71BCQ3XCD3A39DA8XPQ6V96":75},{"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":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":48,"commitSha":49,"skillDirectory":50,"forksCount":51,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":54,"install":55,"resources":68},"01M71BCQ3XCD3A39DA8XPQ6V96","azure-messaging-webpubsubservice-py",null,"Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub\u002Fsub patterns.\nTriggers: \"azure-messaging-webpubsubservice\", \"WebPubSubServiceClient\", \"real-time\", \"WebSocket\", \"pub\u002Fsub\".","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-messaging-webpubsubservice-py\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"azure","azure messaging webpubsubservice py","azure messaging","messaging","patterns","service","azure web pubsub","pubsub","microsoft","sdk","web","use","connections","triggers","python","time","real-time","for","websocket","2026-11-10 10:12:30",false,"---\nname: azure-messaging-webpubsubservice-py\ndescription: |\n  Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub\u002Fsub patterns.\n  Triggers: \"azure-messaging-webpubsubservice\", \"WebPubSubServiceClient\", \"real-time\", \"WebSocket\", \"pub\u002Fsub\".\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.0.0\"\n  package: azure-messaging-webpubsubservice\n---\n\n# Azure Web PubSub Service SDK for Python\n\nReal-time messaging with WebSocket connections at scale.\n\n## Installation\n\n```bash\n# Service SDK (server-side)\npip install azure-messaging-webpubsubservice\n\n# Client SDK (for Python WebSocket clients)\npip install azure-messaging-webpubsubclient\n```\n\n## Environment Variables\n\n```bash\nAZURE_WEBPUBSUB_CONNECTION_STRING=Endpoint=https:\u002F\u002F\u003Cname>.webpubsub.azure.com;AccessKey=...\nAZURE_WEBPUBSUB_HUB=my-hub\n```\n\n## Service Client (Server-Side)\n\n### Authentication\n\n```python\nfrom azure.messaging.webpubsubservice import WebPubSubServiceClient\n\n# Connection string\nclient = WebPubSubServiceClient.from_connection_string(\n    connection_string=os.environ[\"AZURE_WEBPUBSUB_CONNECTION_STRING\"],\n    hub=\"my-hub\"\n)\n\n# Entra ID\nfrom azure.identity import DefaultAzureCredential\n\nclient = WebPubSubServiceClient(\n    endpoint=\"https:\u002F\u002F\u003Cname>.webpubsub.azure.com\",\n    hub=\"my-hub\",\n    credential=DefaultAzureCredential()\n)\n```\n\n### Generate Client Access Token\n\n```python\n# Token for anonymous user\ntoken = client.get_client_access_token()\nprint(f\"URL: {token['url']}\")\n\n# Token with user ID\ntoken = client.get_client_access_token(\n    user_id=\"user123\",\n    roles=[\"webpubsub.sendToGroup\", \"webpubsub.joinLeaveGroup\"]\n)\n\n# Token with groups\ntoken = client.get_client_access_token(\n    user_id=\"user123\",\n    groups=[\"group1\", \"group2\"]\n)\n```\n\n### Send to All Clients\n\n```python\n# Send text\nclient.send_to_all(message=\"Hello everyone!\", content_type=\"text\u002Fplain\")\n\n# Send JSON\nclient.send_to_all(\n    message={\"type\": \"notification\", \"data\": \"Hello\"},\n    content_type=\"application\u002Fjson\"\n)\n```\n\n### Send to User\n\n```python\nclient.send_to_user(\n    user_id=\"user123\",\n    message=\"Hello user!\",\n    content_type=\"text\u002Fplain\"\n)\n```\n\n### Send to Group\n\n```python\nclient.send_to_group(\n    group=\"my-group\",\n    message=\"Hello group!\",\n    content_type=\"text\u002Fplain\"\n)\n```\n\n### Send to Connection\n\n```python\nclient.send_to_connection(\n    connection_id=\"abc123\",\n    message=\"Hello connection!\",\n    content_type=\"text\u002Fplain\"\n)\n```\n\n### Group Management\n\n```python\n# Add user to group\nclient.add_user_to_group(group=\"my-group\", user_id=\"user123\")\n\n# Remove user from group\nclient.remove_user_from_group(group=\"my-group\", user_id=\"user123\")\n\n# Add connection to group\nclient.add_connection_to_group(group=\"my-group\", connection_id=\"abc123\")\n\n# Remove connection from group\nclient.remove_connection_from_group(group=\"my-group\", connection_id=\"abc123\")\n```\n\n### Connection Management\n\n```python\n# Check if connection exists\nexists = client.connection_exists(connection_id=\"abc123\")\n\n# Check if user has connections\nexists = client.user_exists(user_id=\"user123\")\n\n# Check if group has connections\nexists = client.group_exists(group=\"my-group\")\n\n# Close connection\nclient.close_connection(connection_id=\"abc123\", reason=\"Session ended\")\n\n# Close all connections for user\nclient.close_all_connections(user_id=\"user123\")\n```\n\n### Grant\u002FRevoke Permissions\n\n```python\nfrom azure.messaging.webpubsubservice import WebPubSubServiceClient\n\n# Grant permission\nclient.grant_permission(\n    permission=\"joinLeaveGroup\",\n    connection_id=\"abc123\",\n    target_name=\"my-group\"\n)\n\n# Revoke permission\nclient.revoke_permission(\n    permission=\"joinLeaveGroup\",\n    connection_id=\"abc123\",\n    target_name=\"my-group\"\n)\n\n# Check permission\nhas_permission = client.check_permission(\n    permission=\"joinLeaveGroup\",\n    connection_id=\"abc123\",\n    target_name=\"my-group\"\n)\n```\n\n## Client SDK (Python WebSocket Client)\n\n```python\nfrom azure.messaging.webpubsubclient import WebPubSubClient\n\nclient = WebPubSubClient(credential=token[\"url\"])\n\n# Event handlers\n@client.on(\"connected\")\ndef on_connected(e):\n    print(f\"Connected: {e.connection_id}\")\n\n@client.on(\"server-message\")\ndef on_message(e):\n    print(f\"Message: {e.data}\")\n\n@client.on(\"group-message\")\ndef on_group_message(e):\n    print(f\"Group {e.group}: {e.data}\")\n\n# Connect and send\nclient.open()\nclient.send_to_group(\"my-group\", \"Hello from Python!\")\n```\n\n## Async Service Client\n\n```python\nfrom azure.messaging.webpubsubservice.aio import WebPubSubServiceClient\nfrom azure.identity.aio import DefaultAzureCredential\n\nasync def broadcast():\n    credential = DefaultAzureCredential()\n    client = WebPubSubServiceClient(\n        endpoint=\"https:\u002F\u002F\u003Cname>.webpubsub.azure.com\",\n        hub=\"my-hub\",\n        credential=credential\n    )\n\n    await client.send_to_all(\"Hello async!\", content_type=\"text\u002Fplain\")\n\n    await client.close()\n    await credential.close()\n```\n\n## Client Operations\n\n| Operation | Description |\n|-----------|-------------|\n| `get_client_access_token` | Generate WebSocket connection URL |\n| `send_to_all` | Broadcast to all connections |\n| `send_to_user` | Send to specific user |\n| `send_to_group` | Send to group members |\n| `send_to_connection` | Send to specific connection |\n| `add_user_to_group` | Add user to group |\n| `remove_user_from_group` | Remove user from group |\n| `close_connection` | Disconnect client |\n| `connection_exists` | Check connection status |\n\n## Best Practices\n\n1. **Use roles** to limit client permissions\n2. **Use groups** for targeted messaging\n3. **Generate short-lived tokens** for security\n4. **Use user IDs** to send to users across connections\n5. **Handle reconnection** in client applications\n6. **Use JSON** content type for structured data\n7. **Close connections** gracefully with reasons\n","# Azure Web PubSub Service SDK for Python\n\nReal-time messaging with WebSocket connections at scale.\n\n## Installation\n\n```bash\n# Service SDK (server-side)\npip install azure-messaging-webpubsubservice\n\n# Client SDK (for Python WebSocket clients)\npip install azure-messaging-webpubsubclient\n```\n\n## Environment Variables\n\n```bash\nAZURE_WEBPUBSUB_CONNECTION_STRING=Endpoint=https:\u002F\u002F\u003Cname>.webpubsub.azure.com;AccessKey=...\nAZURE_WEBPUBSUB_HUB=my-hub\n```\n\n## Service Client (Server-Side)\n\n### Authentication\n\n```python\nfrom azure.messaging.webpubsubservice import WebPubSubServiceClient\n\n# Connection string\nclient = WebPubSubServiceClient.from_connection_string(\n    connection_string=os.environ[\"AZURE_WEBPUBSUB_CONNECTION_STRING\"],\n    hub=\"my-hub\"\n)\n\n# Entra ID\nfrom azure.identity import DefaultAzureCredential\n\nclient = WebPubSubServiceClient(\n    endpoint=\"https:\u002F\u002F\u003Cname>.webpubsub.azure.com\",\n    hub=\"my-hub\",\n    credential=DefaultAzureCredential()\n)\n```\n\n### Generate Client Access Token\n\n```python\n# Token for anonymous user\ntoken = client.get_client_access_token()\nprint(f\"URL: {token['url']}\")\n\n# Token with user ID\ntoken = client.get_client_access_token(\n    user_id=\"user123\",\n    roles=[\"webpubsub.sendToGroup\", \"webpubsub.joinLeaveGroup\"]\n)\n\n# Token with groups\ntoken = client.get_client_access_token(\n    user_id=\"user123\",\n    groups=[\"group1\", \"group2\"]\n)\n```\n\n### Send to All Clients\n\n```python\n# Send text\nclient.send_to_all(message=\"Hello everyone!\", content_type=\"text\u002Fplain\")\n\n# Send JSON\nclient.send_to_all(\n    message={\"type\": \"notification\", \"data\": \"Hello\"},\n    content_type=\"application\u002Fjson\"\n)\n```\n\n### Send to User\n\n```python\nclient.send_to_user(\n    user_id=\"user123\",\n    message=\"Hello user!\",\n    content_type=\"text\u002Fplain\"\n)\n```\n\n### Send to Group\n\n```python\nclient.send_to_group(\n    group=\"my-group\",\n    message=\"Hello group!\",\n    content_type=\"text\u002Fplain\"\n)\n```\n\n### Send to Connection\n\n```python\nclient.send_to_connection(\n    connection_id=\"abc123\",\n    message=\"Hello connection!\",\n    content_type=\"text\u002Fplain\"\n)\n```\n\n### Group Management\n\n```python\n# Add user to group\nclient.add_user_to_group(group=\"my-group\", user_id=\"user123\")\n\n# Remove user from group\nclient.remove_user_from_group(group=\"my-group\", user_id=\"user123\")\n\n# Add connection to group\nclient.add_connection_to_group(group=\"my-group\", connection_id=\"abc123\")\n\n# Remove connection from group\nclient.remove_connection_from_group(group=\"my-group\", connection_id=\"abc123\")\n```\n\n### Connection Management\n\n```python\n# Check if connection exists\nexists = client.connection_exists(connection_id=\"abc123\")\n\n# Check if user has connections\nexists = client.user_exists(user_id=\"user123\")\n\n# Check if group has connections\nexists = client.group_exists(group=\"my-group\")\n\n# Close connection\nclient.close_connection(connection_id=\"abc123\", reason=\"Session ended\")\n\n# Close all connections for user\nclient.close_all_connections(user_id=\"user123\")\n```\n\n### Grant\u002FRevoke Permissions\n\n```python\nfrom azure.messaging.webpubsubservice import WebPubSubServiceClient\n\n# Grant permission\nclient.grant_permission(\n    permission=\"joinLeaveGroup\",\n    connection_id=\"abc123\",\n    target_name=\"my-group\"\n)\n\n# Revoke permission\nclient.revoke_permission(\n    permission=\"joinLeaveGroup\",\n    connection_id=\"abc123\",\n    target_name=\"my-group\"\n)\n\n# Check permission\nhas_permission = client.check_permission(\n    permission=\"joinLeaveGroup\",\n    connection_id=\"abc123\",\n    target_name=\"my-group\"\n)\n```\n\n## Client SDK (Python WebSocket Client)\n\n```python\nfrom azure.messaging.webpubsubclient import WebPubSubClient\n\nclient = WebPubSubClient(credential=token[\"url\"])\n\n# Event handlers\n@client.on(\"connected\")\ndef on_connected(e):\n    print(f\"Connected: {e.connection_id}\")\n\n@client.on(\"server-message\")\ndef on_message(e):\n    print(f\"Message: {e.data}\")\n\n@client.on(\"group-message\")\ndef on_group_message(e):\n    print(f\"Group {e.group}: {e.data}\")\n\n# Connect and send\nclient.open()\nclient.send_to_group(\"my-group\", \"Hello from Python!\")\n```\n\n## Async Service Client\n\n```python\nfrom azure.messaging.webpubsubservice.aio import WebPubSubServiceClient\nfrom azure.identity.aio import DefaultAzureCredential\n\nasync def broadcast():\n    credential = DefaultAzureCredential()\n    client = WebPubSubServiceClient(\n        endpoint=\"https:\u002F\u002F\u003Cname>.webpubsub.azure.com\",\n        hub=\"my-hub\",\n        credential=credential\n    )\n\n    await client.send_to_all(\"Hello async!\", content_type=\"text\u002Fplain\")\n\n    await client.close()\n    await credential.close()\n```\n\n## Client Operations\n\n| Operation | Description |\n|-----------|-------------|\n| `get_client_access_token` | Generate WebSocket connection URL |\n| `send_to_all` | Broadcast to all connections |\n| `send_to_user` | Send to specific user |\n| `send_to_group` | Send to group members |\n| `send_to_connection` | Send to specific connection |\n| `add_user_to_group` | Add user to group |\n| `remove_user_from_group` | Remove user from group |\n| `close_connection` | Disconnect client |\n| `connection_exists` | Check connection status |\n\n## Best Practices\n\n1. **Use roles** to limit client permissions\n2. **Use groups** for targeted messaging\n3. **Generate short-lived tokens** for security\n4. **Use user IDs** to send to users across connections\n5. **Handle reconnection** in client applications\n6. **Use JSON** content type for structured data\n7. **Close connections** gracefully with reasons\n",{"name":5,"license":15,"metadata":43,"description":47},{"author":44,"package":45,"version":46},"Microsoft","azure-messaging-webpubsubservice","1.0.0","Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub\u002Fsub patterns.\nTriggers: \"azure-messaging-webpubsubservice\", \"WebPubSubServiceClient\", \"real-time\", \"WebSocket\", \"pub\u002Fsub\".\n","main","5c95bcac4646c5aed06bd9aed5235cfc7985aafc","included\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fazure-messaging-webpubsubservice-py",0,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked","https:\u002F\u002Fgithub.com\u002Fstrmt7","2026-11-11 04:18:12",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add strmt7\u002Fai_skills_collection_benchmarked --skill azure-messaging-webpubsubservice-py",{"tool":61,"command":62},"bunx","bunx skills add strmt7\u002Fai_skills_collection_benchmarked --skill azure-messaging-webpubsubservice-py",{"tool":64,"command":65},"pnpm","pnpm dlx skills add strmt7\u002Fai_skills_collection_benchmarked --skill azure-messaging-webpubsubservice-py","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fazure-messaging-webpubsubservice-py\u002FSKILL.md",true,[69],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"references\u002Facceptance-criteria.md","REFERENCE","参考文档",5692,"https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fazure-messaging-webpubsubservice-py\u002Freferences\u002Facceptance-criteria.md",[76,108,138,163,188,216],{"skillNo":77,"name":78,"nameZh":6,"description":79,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":80,"licenseFileUrl":81,"sourceHtmlUrl":82,"categories":83,"keywords":92,"publishedAt":38},"01M71D4H3T6M57DFKN8HENAWRV","webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. 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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",[170],{"categoryNo":90,"categoryName":91,"taxonomyType":87,"taxonomyTypeDesc":88},[172,173,174,29,175,176,177,36,178,179,98,180,30,181,182,183,184,185,186,187],"builder","artifacts builder","artifacts","web artifacts builder","single-file","css","Tailwind","ui components","single","file","components","react","multi","state","routing","state management",{"skillNo":189,"name":190,"nameZh":6,"description":191,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":80,"licenseFileUrl":192,"sourceHtmlUrl":193,"categories":194,"keywords":204,"publishedAt":38},"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",[195,196,199],{"categoryNo":90,"categoryName":91,"taxonomyType":87,"taxonomyTypeDesc":88},{"categoryNo":197,"categoryName":198,"taxonomyType":87,"taxonomyTypeDesc":88},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":200,"categoryName":201,"taxonomyType":202,"taxonomyTypeDesc":203},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[98,205,206,177,207,208,209,96,210,211,30,125,174,212,182,213,183,214,215,103],"design","frontend design","ui design","generic","aesthetics","landing","pages","code","web ui","react components","examples",{"skillNo":217,"name":218,"nameZh":6,"description":219,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":220,"categories":221,"keywords":222,"publishedAt":38},"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",[],[223,33,224,225,226,227,228,229,230,36,231,232,233,234,235,236,237,238],"zarr python","zarr","arrays","Cloud Storage","scientific","storage","parallel","dask","numpy","gcs","s3","integration","scientific computing","cloud","scale","pipelines"]