[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71BGR9SS0QF81BK5GHJPEX2":3,"skill-same:01M71BGR9SS0QF81BK5GHJPEX2":83},{"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":48,"commitSha":49,"skillDirectory":50,"forksCount":51,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":54,"install":55,"resources":68},"01M71BGR9SS0QF81BK5GHJPEX2","azure-servicebus-ts",null,"Build messaging applications using Azure Service Bus SDK for JavaScript (@azure\u002Fservice-bus). Use when implementing queues, topics\u002Fsubscriptions, message sessions, dead-letter handling, or enterprise messaging patterns.","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-servicebus-ts\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"azure","azure servicebus ts","subscriptions","when","topics","letter","for","implementing","service","message","azure service bus","build","sdk","use","applications","Enterprise","messaging","sessions","microsoft","javascript","2026-11-10 10:12:30",false,"---\nname: azure-servicebus-ts\ndescription: Build messaging applications using Azure Service Bus SDK for JavaScript (@azure\u002Fservice-bus). Use when implementing queues, topics\u002Fsubscriptions, message sessions, dead-letter handling, or enterprise messaging patterns.\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.0.0\"\n  package: '@azure\u002Fservice-bus'\n---\n\n# Azure Service Bus SDK for TypeScript\n\nEnterprise messaging with queues, topics, and subscriptions.\n\n## Installation\n\n```bash\nnpm install @azure\u002Fservice-bus @azure\u002Fidentity\n```\n\n## Environment Variables\n\n```bash\nSERVICEBUS_NAMESPACE=\u003Cnamespace>.servicebus.windows.net\nSERVICEBUS_QUEUE_NAME=my-queue\nSERVICEBUS_TOPIC_NAME=my-topic\nSERVICEBUS_SUBSCRIPTION_NAME=my-subscription\n```\n\n## Authentication\n\n```typescript\nimport { ServiceBusClient } from \"@azure\u002Fservice-bus\";\nimport { DefaultAzureCredential } from \"@azure\u002Fidentity\";\n\nconst fullyQualifiedNamespace = process.env.SERVICEBUS_NAMESPACE!;\nconst client = new ServiceBusClient(fullyQualifiedNamespace, new DefaultAzureCredential());\n```\n\n## Core Workflow\n\n### Send Messages to Queue\n\n```typescript\nconst sender = client.createSender(\"my-queue\");\n\n\u002F\u002F Single message\nawait sender.sendMessages({\n  body: { orderId: \"12345\", amount: 99.99 },\n  contentType: \"application\u002Fjson\",\n});\n\n\u002F\u002F Batch messages\nconst batch = await sender.createMessageBatch();\nbatch.tryAddMessage({ body: \"Message 1\" });\nbatch.tryAddMessage({ body: \"Message 2\" });\nawait sender.sendMessages(batch);\n\nawait sender.close();\n```\n\n### Receive Messages from Queue\n\n```typescript\nconst receiver = client.createReceiver(\"my-queue\");\n\n\u002F\u002F Receive batch\nconst messages = await receiver.receiveMessages(10, { maxWaitTimeInMs: 5000 });\nfor (const message of messages) {\n  console.log(`Received: ${message.body}`);\n  await receiver.completeMessage(message);\n}\n\nawait receiver.close();\n```\n\n### Subscribe to Messages (Event-Driven)\n\n```typescript\nconst receiver = client.createReceiver(\"my-queue\");\n\nconst subscription = receiver.subscribe({\n  processMessage: async (message) => {\n    console.log(`Processing: ${message.body}`);\n    \u002F\u002F Message auto-completed on success\n  },\n  processError: async (args) => {\n    console.error(`Error: ${args.error}`);\n  },\n});\n\n\u002F\u002F Stop after some time\nsetTimeout(async () => {\n  await subscription.close();\n  await receiver.close();\n}, 60000);\n```\n\n### Topics and Subscriptions\n\n```typescript\n\u002F\u002F Send to topic\nconst topicSender = client.createSender(\"my-topic\");\nawait topicSender.sendMessages({\n  body: { event: \"order.created\", data: { orderId: \"123\" } },\n  applicationProperties: { eventType: \"order.created\" },\n});\n\n\u002F\u002F Receive from subscription\nconst subscriptionReceiver = client.createReceiver(\"my-topic\", \"my-subscription\");\nconst messages = await subscriptionReceiver.receiveMessages(10);\n```\n\n## Message Sessions\n\n```typescript\n\u002F\u002F Send session message\nconst sender = client.createSender(\"session-queue\");\nawait sender.sendMessages({\n  body: { step: 1, data: \"First step\" },\n  sessionId: \"workflow-123\",\n});\n\n\u002F\u002F Receive session messages\nconst sessionReceiver = await client.acceptSession(\"session-queue\", \"workflow-123\");\nconst messages = await sessionReceiver.receiveMessages(10);\n\n\u002F\u002F Get\u002Fset session state\nconst state = await sessionReceiver.getSessionState();\nawait sessionReceiver.setSessionState(Buffer.from(JSON.stringify({ progress: 50 })));\n\nawait sessionReceiver.close();\n```\n\n## Dead-Letter Handling\n\n```typescript\n\u002F\u002F Move to dead-letter\nawait receiver.deadLetterMessage(message, {\n  deadLetterReason: \"Validation failed\",\n  deadLetterErrorDescription: \"Missing required field: orderId\",\n});\n\n\u002F\u002F Process dead-letter queue\nconst dlqReceiver = client.createReceiver(\"my-queue\", { subQueueType: \"deadLetter\" });\nconst dlqMessages = await dlqReceiver.receiveMessages(10);\nfor (const msg of dlqMessages) {\n  console.log(`DLQ Reason: ${msg.deadLetterReason}`);\n  \u002F\u002F Reprocess or log\n  await dlqReceiver.completeMessage(msg);\n}\n```\n\n## Scheduled Messages\n\n```typescript\nconst sender = client.createSender(\"my-queue\");\n\n\u002F\u002F Schedule for future delivery\nconst scheduledTime = new Date(Date.now() + 60000); \u002F\u002F 1 minute from now\nconst sequenceNumber = await sender.scheduleMessages(\n  { body: \"Delayed message\" },\n  scheduledTime\n);\n\n\u002F\u002F Cancel scheduled message\nawait sender.cancelScheduledMessages(sequenceNumber);\n```\n\n## Message Deferral\n\n```typescript\n\u002F\u002F Defer message for later\nawait receiver.deferMessage(message);\n\n\u002F\u002F Receive deferred message by sequence number\nconst deferredMessage = await receiver.receiveDeferredMessages(message.sequenceNumber!);\nawait receiver.completeMessage(deferredMessage[0]);\n```\n\n## Peek Messages (Non-Destructive)\n\n```typescript\nconst receiver = client.createReceiver(\"my-queue\");\n\n\u002F\u002F Peek without removing\nconst peekedMessages = await receiver.peekMessages(10);\nfor (const msg of peekedMessages) {\n  console.log(`Peeked: ${msg.body}`);\n}\n```\n\n## Key Types\n\n```typescript\nimport {\n  ServiceBusClient,\n  ServiceBusSender,\n  ServiceBusReceiver,\n  ServiceBusSessionReceiver,\n  ServiceBusMessage,\n  ServiceBusReceivedMessage,\n  ProcessMessageCallback,\n  ProcessErrorCallback,\n} from \"@azure\u002Fservice-bus\";\n```\n\n## Receive Modes\n\n```typescript\n\u002F\u002F Peek-Lock (default) - message locked until completed\u002Fabandoned\nconst receiver = client.createReceiver(\"my-queue\", { receiveMode: \"peekLock\" });\nawait receiver.completeMessage(message);   \u002F\u002F Remove from queue\nawait receiver.abandonMessage(message);    \u002F\u002F Return to queue\nawait receiver.deferMessage(message);      \u002F\u002F Defer for later\nawait receiver.deadLetterMessage(message); \u002F\u002F Move to DLQ\n\n\u002F\u002F Receive-and-Delete - message removed immediately\nconst receiver = client.createReceiver(\"my-queue\", { receiveMode: \"receiveAndDelete\" });\n```\n\n## Best Practices\n\n1. **Use Entra ID auth** - Avoid connection strings in production\n2. **Reuse clients** - Create `ServiceBusClient` once, share across senders\u002Freceivers\n3. **Close resources** - Always close senders\u002Freceivers when done\n4. **Handle errors** - Implement `processError` callback for subscription receivers\n5. **Use sessions for ordering** - When message order matters within a group\n6. **Configure dead-letter** - Always handle DLQ messages\n7. **Batch sends** - Use `createMessageBatch()` for multiple messages\n\n## Reference Documentation\n\nFor detailed patterns, see:\n\n- [Queues vs Topics Patterns](references\u002Fqueues-topics.md) - Queue\u002Ftopic patterns, sessions, receive modes, message settlement\n- [Error Handling and Reliability](references\u002Ferror-handling.md) - ServiceBusError codes, DLQ handling, lock renewal, graceful shutdown\n","# Azure Service Bus SDK for TypeScript\n\nEnterprise messaging with queues, topics, and subscriptions.\n\n## Installation\n\n```bash\nnpm install @azure\u002Fservice-bus @azure\u002Fidentity\n```\n\n## Environment Variables\n\n```bash\nSERVICEBUS_NAMESPACE=\u003Cnamespace>.servicebus.windows.net\nSERVICEBUS_QUEUE_NAME=my-queue\nSERVICEBUS_TOPIC_NAME=my-topic\nSERVICEBUS_SUBSCRIPTION_NAME=my-subscription\n```\n\n## Authentication\n\n```typescript\nimport { ServiceBusClient } from \"@azure\u002Fservice-bus\";\nimport { DefaultAzureCredential } from \"@azure\u002Fidentity\";\n\nconst fullyQualifiedNamespace = process.env.SERVICEBUS_NAMESPACE!;\nconst client = new ServiceBusClient(fullyQualifiedNamespace, new DefaultAzureCredential());\n```\n\n## Core Workflow\n\n### Send Messages to Queue\n\n```typescript\nconst sender = client.createSender(\"my-queue\");\n\n\u002F\u002F Single message\nawait sender.sendMessages({\n  body: { orderId: \"12345\", amount: 99.99 },\n  contentType: \"application\u002Fjson\",\n});\n\n\u002F\u002F Batch messages\nconst batch = await sender.createMessageBatch();\nbatch.tryAddMessage({ body: \"Message 1\" });\nbatch.tryAddMessage({ body: \"Message 2\" });\nawait sender.sendMessages(batch);\n\nawait sender.close();\n```\n\n### Receive Messages from Queue\n\n```typescript\nconst receiver = client.createReceiver(\"my-queue\");\n\n\u002F\u002F Receive batch\nconst messages = await receiver.receiveMessages(10, { maxWaitTimeInMs: 5000 });\nfor (const message of messages) {\n  console.log(`Received: ${message.body}`);\n  await receiver.completeMessage(message);\n}\n\nawait receiver.close();\n```\n\n### Subscribe to Messages (Event-Driven)\n\n```typescript\nconst receiver = client.createReceiver(\"my-queue\");\n\nconst subscription = receiver.subscribe({\n  processMessage: async (message) => {\n    console.log(`Processing: ${message.body}`);\n    \u002F\u002F Message auto-completed on success\n  },\n  processError: async (args) => {\n    console.error(`Error: ${args.error}`);\n  },\n});\n\n\u002F\u002F Stop after some time\nsetTimeout(async () => {\n  await subscription.close();\n  await receiver.close();\n}, 60000);\n```\n\n### Topics and Subscriptions\n\n```typescript\n\u002F\u002F Send to topic\nconst topicSender = client.createSender(\"my-topic\");\nawait topicSender.sendMessages({\n  body: { event: \"order.created\", data: { orderId: \"123\" } },\n  applicationProperties: { eventType: \"order.created\" },\n});\n\n\u002F\u002F Receive from subscription\nconst subscriptionReceiver = client.createReceiver(\"my-topic\", \"my-subscription\");\nconst messages = await subscriptionReceiver.receiveMessages(10);\n```\n\n## Message Sessions\n\n```typescript\n\u002F\u002F Send session message\nconst sender = client.createSender(\"session-queue\");\nawait sender.sendMessages({\n  body: { step: 1, data: \"First step\" },\n  sessionId: \"workflow-123\",\n});\n\n\u002F\u002F Receive session messages\nconst sessionReceiver = await client.acceptSession(\"session-queue\", \"workflow-123\");\nconst messages = await sessionReceiver.receiveMessages(10);\n\n\u002F\u002F Get\u002Fset session state\nconst state = await sessionReceiver.getSessionState();\nawait sessionReceiver.setSessionState(Buffer.from(JSON.stringify({ progress: 50 })));\n\nawait sessionReceiver.close();\n```\n\n## Dead-Letter Handling\n\n```typescript\n\u002F\u002F Move to dead-letter\nawait receiver.deadLetterMessage(message, {\n  deadLetterReason: \"Validation failed\",\n  deadLetterErrorDescription: \"Missing required field: orderId\",\n});\n\n\u002F\u002F Process dead-letter queue\nconst dlqReceiver = client.createReceiver(\"my-queue\", { subQueueType: \"deadLetter\" });\nconst dlqMessages = await dlqReceiver.receiveMessages(10);\nfor (const msg of dlqMessages) {\n  console.log(`DLQ Reason: ${msg.deadLetterReason}`);\n  \u002F\u002F Reprocess or log\n  await dlqReceiver.completeMessage(msg);\n}\n```\n\n## Scheduled Messages\n\n```typescript\nconst sender = client.createSender(\"my-queue\");\n\n\u002F\u002F Schedule for future delivery\nconst scheduledTime = new Date(Date.now() + 60000); \u002F\u002F 1 minute from now\nconst sequenceNumber = await sender.scheduleMessages(\n  { body: \"Delayed message\" },\n  scheduledTime\n);\n\n\u002F\u002F Cancel scheduled message\nawait sender.cancelScheduledMessages(sequenceNumber);\n```\n\n## Message Deferral\n\n```typescript\n\u002F\u002F Defer message for later\nawait receiver.deferMessage(message);\n\n\u002F\u002F Receive deferred message by sequence number\nconst deferredMessage = await receiver.receiveDeferredMessages(message.sequenceNumber!);\nawait receiver.completeMessage(deferredMessage[0]);\n```\n\n## Peek Messages (Non-Destructive)\n\n```typescript\nconst receiver = client.createReceiver(\"my-queue\");\n\n\u002F\u002F Peek without removing\nconst peekedMessages = await receiver.peekMessages(10);\nfor (const msg of peekedMessages) {\n  console.log(`Peeked: ${msg.body}`);\n}\n```\n\n## Key Types\n\n```typescript\nimport {\n  ServiceBusClient,\n  ServiceBusSender,\n  ServiceBusReceiver,\n  ServiceBusSessionReceiver,\n  ServiceBusMessage,\n  ServiceBusReceivedMessage,\n  ProcessMessageCallback,\n  ProcessErrorCallback,\n} from \"@azure\u002Fservice-bus\";\n```\n\n## Receive Modes\n\n```typescript\n\u002F\u002F Peek-Lock (default) - message locked until completed\u002Fabandoned\nconst receiver = client.createReceiver(\"my-queue\", { receiveMode: \"peekLock\" });\nawait receiver.completeMessage(message);   \u002F\u002F Remove from queue\nawait receiver.abandonMessage(message);    \u002F\u002F Return to queue\nawait receiver.deferMessage(message);      \u002F\u002F Defer for later\nawait receiver.deadLetterMessage(message); \u002F\u002F Move to DLQ\n\n\u002F\u002F Receive-and-Delete - message removed immediately\nconst receiver = client.createReceiver(\"my-queue\", { receiveMode: \"receiveAndDelete\" });\n```\n\n## Best Practices\n\n1. **Use Entra ID auth** - Avoid connection strings in production\n2. **Reuse clients** - Create `ServiceBusClient` once, share across senders\u002Freceivers\n3. **Close resources** - Always close senders\u002Freceivers when done\n4. **Handle errors** - Implement `processError` callback for subscription receivers\n5. **Use sessions for ordering** - When message order matters within a group\n6. **Configure dead-letter** - Always handle DLQ messages\n7. **Batch sends** - Use `createMessageBatch()` for multiple messages\n\n## Reference Documentation\n\nFor detailed patterns, see:\n\n- [Queues vs Topics Patterns](references\u002Fqueues-topics.md) - Queue\u002Ftopic patterns, sessions, receive modes, message settlement\n- [Error Handling and Reliability](references\u002Ferror-handling.md) - ServiceBusError codes, DLQ handling, lock renewal, graceful shutdown\n",{"name":5,"license":15,"metadata":44,"description":7},{"author":45,"package":46,"version":47},"Microsoft","@azure\u002Fservice-bus","1.0.0","main","5c95bcac4646c5aed06bd9aed5235cfc7985aafc","included\u002Fskills\u002Fby-category\u002Fcloud-azure-microsoft-sdks\u002Fofficial-vendor-reference\u002Fazure-servicebus-ts",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-servicebus-ts",{"tool":61,"command":62},"bunx","bunx skills add strmt7\u002Fai_skills_collection_benchmarked --skill azure-servicebus-ts",{"tool":64,"command":65},"pnpm","pnpm dlx skills add 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for interacting with and testing local web applications using Playwright. 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Auto-detects dev servers, writes reusable test scripts, and supports screenshots, responsive checks, UX validation, login flows, link checks, and arbitrary browser automation. Use when the user wants to test a website, automate browser interactions, validate web functionality, or perform browser-based testing.","https:\u002F\u002Fgithub.com\u002Fstrmt7\u002Fai_skills_collection_benchmarked\u002Fblob\u002Fmain\u002Fincluded\u002Fskills\u002Fby-category\u002Ftesting-qa-benchmarking\u002Flatest-release-browser-automation\u002Fplaywright-skill\u002FSKILL.md",[151,152],{"categoryNo":93,"categoryName":94,"taxonomyType":95,"taxonomyTypeDesc":96},{"categoryNo":124,"categoryName":125,"taxonomyType":95,"taxonomyTypeDesc":96},[111,154,155,156,102,157,158,22,159,109,160,161,162,163,164,165,166,167,168,169],"playwright skill","browser automation","flows","auto","access","Bash","website","ux","login","scripts","read","write","node","install","network","responsive",{"skillNo":171,"name":172,"nameZh":6,"description":173,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":88,"licenseFileUrl":174,"sourceHtmlUrl":175,"categories":176,"keywords":178,"publishedAt":39},"01M71CY25GM939M6RES91QSG3T","web-artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn\u002Fui). 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",[177],{"categoryNo":98,"categoryName":99,"taxonomyType":95,"taxonomyTypeDesc":96},[179,180,181,112,182,183,184,25,185,186,105,187,32,188,189,190,191,192,193,194],"builder","artifacts builder","artifacts","web artifacts builder","single-file","css","Tailwind","ui components","single","file","components","react","multi","state","routing","state management",{"skillNo":196,"name":197,"nameZh":6,"description":198,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":88,"licenseFileUrl":199,"sourceHtmlUrl":200,"categories":201,"keywords":211,"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",[202,203,206],{"categoryNo":98,"categoryName":99,"taxonomyType":95,"taxonomyTypeDesc":96},{"categoryNo":204,"categoryName":205,"taxonomyType":95,"taxonomyTypeDesc":96},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":207,"categoryName":208,"taxonomyType":209,"taxonomyTypeDesc":210},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[105,212,213,184,214,215,216,33,217,218,32,22,181,219,189,220,190,221,222,110],"design","frontend design","ui design","generic","aesthetics","landing","pages","code","web ui","react components","examples",{"skillNo":224,"name":225,"nameZh":6,"description":226,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":227,"categories":228,"keywords":229,"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",[],[230,231,232,233,234,235,236,237,238,25,239,240,241,242,243,244,245,246],"zarr python","python","zarr","arrays","Cloud Storage","scientific","storage","parallel","dask","numpy","gcs","s3","integration","scientific computing","cloud","scale","pipelines"]