[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6XEC4472MCPBTYWRR3D218N":3,"skill-same:01M6XEC4472MCPBTYWRR3D218N":71},{"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":45,"commitSha":46,"skillDirectory":47,"forksCount":14,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":50,"install":51,"resources":64},"01M6XEC4472MCPBTYWRR3D218N","async-python-patterns",null,"Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async\u002Fawait for building high-performance, non-blocking systems.","sapsapshen\u002Fai-memory-router","sapsapshen","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F20347959?v=4","01M6XDQEF1DP50DKF37H81J3J5","shenmian","01M6XDQEJPE41Y3DT2763X8ZJN",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router\u002Fblob\u002Fmain\u002Fskills-store\u002Fcopilot\u002Fasync-python-patterns\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"python","async python patterns","python patterns","async","patterns","2026","unknown","await","asyncio","for","implementing","high","high-performance","systems","community","guidance","programming","applications","asynchronous","performance","2026-11-10 10:12:30",false,"---\nname: async-python-patterns\ndescription: \"Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async\u002Fawait for building high-performance, non-blocking systems.\"\nrisk: unknown\nsource: community\ndate_added: \"2026-02-27\"\n---\n\n# Async Python Patterns\n\nComprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async\u002Fawait for building high-performance, non-blocking systems.\n\n## Use this skill when\n\n- Building async web APIs (FastAPI, aiohttp, Sanic)\n- Implementing concurrent I\u002FO operations (database, file, network)\n- Creating web scrapers with concurrent requests\n- Developing real-time applications (WebSocket servers, chat systems)\n- Processing multiple independent tasks simultaneously\n- Building microservices with async communication\n- Optimizing I\u002FO-bound workloads\n- Implementing async background tasks and queues\n\n## Do not use this skill when\n\n- The workload is CPU-bound with minimal I\u002FO.\n- A simple synchronous script is sufficient.\n- The runtime environment cannot support asyncio\u002Fevent loop usage.\n\n## Instructions\n\n- Clarify workload characteristics (I\u002FO vs CPU), 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(WebSocket servers, chat systems)\n- Processing multiple independent tasks simultaneously\n- Building microservices with async communication\n- Optimizing I\u002FO-bound workloads\n- Implementing async background tasks and queues\n\n## Do not use this skill when\n\n- The workload is CPU-bound with minimal I\u002FO.\n- A simple synchronous script is sufficient.\n- The runtime environment cannot support asyncio\u002Fevent loop usage.\n\n## Instructions\n\n- Clarify workload characteristics (I\u002FO vs CPU), targets, and runtime constraints.\n- Pick concurrency patterns (tasks, gather, queues, pools) with cancellation rules.\n- Add timeouts, backpressure, and structured error handling.\n- Include testing and debugging guidance for async code paths.\n- If detailed examples are required, open `resources\u002Fimplementation-playbook.md`.\n\nRefer to `resources\u002Fimplementation-playbook.md` for detailed patterns and examples.\n\n## Resources\n\n- `resources\u002Fimplementation-playbook.md` for detailed patterns and examples.\n",{"name":5,"risk":25,"source":33,"date_added":44,"description":7},"2026-02-27","main","7a38d8e7073e61c16eda85681cb32fb68a8657a5","skills-store\u002Fcopilot\u002Fasync-python-patterns","https:\u002F\u002Fgithub.com\u002Fsapsapshen\u002Fai-memory-router","https:\u002F\u002Fgithub.com\u002Fsapsapshen","2026-04-14 21:12:12",{"source":8,"skillName":5,"commands":52,"prompt":62,"zipAvailable":63},[53,56,59],{"tool":54,"command":55},"npx","npx skills add sapsapshen\u002Fai-memory-router --skill async-python-patterns",{"tool":57,"command":58},"bunx","bunx skills add sapsapshen\u002Fai-memory-router --skill async-python-patterns",{"tool":60,"command":61},"pnpm","pnpm dlx skills add sapsapshen\u002Fai-memory-router --skill 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