[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6ADF6MR92X97A3GANN2XTXE":3,"skill-same:01M6ADF6MR92X97A3GANN2XTXE":62},{"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":33,"linkOnly":34,"markdownContent":35,"markdownBody":36,"frontMatter":37,"refName":38,"commitSha":39,"skillDirectory":40,"forksCount":41,"repositoryHtmlUrl":42,"repositoryHomepageUrl":43,"ownerHtmlUrl":44,"ownerBlogUrl":45,"ownerDescription":46,"updatedAt":47,"install":48,"resources":61},"01M6ADF6MR92X97A3GANN2XTXE","dataverse-python-advanced-patterns",null,"Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.","github\u002Fawesome-copilot","github","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F9919?v=4","01M6AC83DS133TPXFSP1DHNCC6","GitHub","01M6AD3PBDYPK7NVFJNJ66Y8RS",41081,"MIT","https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fdataverse-python-advanced-patterns\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32],"python","dataverse","dataverse python advanced patterns","patterns","advanced","sdk","generate","code","error handling","Optimization","Production","error","techniques","for","2026-11-10 10:12:30",false,"---\nname: dataverse-python-advanced-patterns\ndescription: 'Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.'\n---\n\nYou are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates:\n\n1. **Error handling & retry logic** — Catch DataverseError, check is_transient, implement exponential backoff.\n2. **Batch operations** — Bulk create\u002Fupdate\u002Fdelete with proper error recovery.\n3. **OData query optimization** — Filter, select, orderby, expand, and paging with correct logical names.\n4. **Table metadata** — Create\u002Finspect\u002Fdelete custom tables with proper column type definitions (IntEnum for option sets).\n5. **Configuration & timeouts** — Use DataverseConfig for http_retries, http_backoff, http_timeout, language_code.\n6. **Cache management** — Flush picklist cache when metadata changes.\n7. **File operations** — Upload large files in chunks; handle chunked vs. simple upload.\n8. **Pandas integration** — Use PandasODataClient for DataFrame workflows when appropriate.\n\nInclude docstrings, type hints, and link to official API reference for each class\u002Fmethod used.\n","You are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates:\n\n1. **Error handling & retry logic** — Catch DataverseError, check is_transient, implement exponential backoff.\n2. **Batch operations** — Bulk create\u002Fupdate\u002Fdelete with proper error recovery.\n3. **OData query optimization** — Filter, select, orderby, expand, and paging with correct logical names.\n4. **Table metadata** — Create\u002Finspect\u002Fdelete custom tables with proper column type definitions (IntEnum for option sets).\n5. **Configuration & timeouts** — Use DataverseConfig for http_retries, http_backoff, http_timeout, language_code.\n6. **Cache management** — Flush picklist cache when metadata changes.\n7. **File operations** — Upload large files in chunks; handle chunked vs. simple upload.\n8. **Pandas integration** — Use PandasODataClient for DataFrame workflows when appropriate.\n\nInclude docstrings, type hints, and link to official API reference for each class\u002Fmethod used.\n",{"name":5,"description":7},"main","5269f7ea2d6c3a9bfda5ed878b6726cf509121fd","skills\u002Fdataverse-python-advanced-patterns",5344,"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.","2026-11-13 02:05:36",{"source":8,"skillName":5,"commands":49,"prompt":59,"zipAvailable":60},[50,53,56],{"tool":51,"command":52},"npx","npx skills add github\u002Fawesome-copilot --skill dataverse-python-advanced-patterns",{"tool":54,"command":55},"bunx","bunx skills add github\u002Fawesome-copilot --skill dataverse-python-advanced-patterns",{"tool":57,"command":58},"pnpm","pnpm dlx skills add github\u002Fawesome-copilot --skill dataverse-python-advanced-patterns","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot\u002Fblob\u002Fmain\u002Fskills\u002Fdataverse-python-advanced-patterns\u002FSKILL.md",true,[],[63,98,125,154,188,205],{"skillNo":64,"name":65,"nameZh":6,"description":66,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":67,"categories":68,"keywords":77,"publishedAt":33},"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",[69,74],{"categoryNo":70,"categoryName":71,"taxonomyType":72,"taxonomyTypeDesc":73},"01JBSEEDCAT000000000000008","测试与质量","SCENARIO","使用场景",{"categoryNo":75,"categoryName":76,"taxonomyType":72,"taxonomyTypeDesc":73},"01JBSEEDCAT000000000000023","Skill与智能体开发",[78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97],"supabase","rls","supabase rls","supabase rls policies","project","when","review","change","read","write","security","isolation","tables","as","tests","prove","use","users","functions","with",{"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":105,"publishedAt":33},"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",[104],{"categoryNo":75,"categoryName":76,"taxonomyType":72,"taxonomyTypeDesc":73},[106,107,108,109,110,111,32,112,113,114,115,116,117,118,119,120,121,122,123,124],"distribution","skill distribution audit","audit","SET","deterministic","installer","discovery","comparison","helper","manifest","version","collection","drift","output","investigate","duplicate","template","release","reconcile",{"skillNo":126,"name":127,"nameZh":6,"description":128,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":129,"sourceHtmlUrl":130,"categories":131,"keywords":137,"publishedAt":33},"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",[132],{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[138,26,139,140,141,142,32,82,143,144,145,146,147,148,149,94,150,151,152,153],"custom","logicapps custom code net10 migration","migration","projects","standalone","deployment","applications","local","azure","worker","upgrades","package","apps","Legacy","debugging","workflows",{"skillNo":155,"name":156,"nameZh":6,"description":157,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":158,"sourceHtmlUrl":159,"categories":160,"keywords":165,"publishedAt":33},"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",[161,164],{"categoryNo":162,"categoryName":163,"taxonomyType":72,"taxonomyTypeDesc":73},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":133,"categoryName":134,"taxonomyType":135,"taxonomyTypeDesc":136},[166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,83,181,182,183,184,185,32,186,187],"winmd api search","search","api","windows","desktop","file access","enumeration","ui","ml","file","networking","capabilities","notifications","explore","access","features","full","camera","events","platform","methods","controls",{"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":192,"licenseFileUrl":193,"sourceHtmlUrl":194,"categories":195,"keywords":201,"publishedAt":33},"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",[196,197,200],{"categoryNo":162,"categoryName":163,"taxonomyType":72,"taxonomyTypeDesc":73},{"categoryNo":198,"categoryName":199,"taxonomyType":72,"taxonomyTypeDesc":73},"01JBSEEDCAT000000000000016","图像与多媒体",{"categoryNo":75,"categoryName":76,"taxonomyType":72,"taxonomyTypeDesc":73},[202,109,175,203,204],"resemble detect","https","identity",{"skillNo":206,"name":207,"nameZh":6,"description":208,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":192,"licenseFileUrl":209,"sourceHtmlUrl":210,"categories":211,"keywords":216,"publishedAt":33},"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",[212,215],{"categoryNo":213,"categoryName":214,"taxonomyType":72,"taxonomyTypeDesc":73},"01JBSEEDCAT000000000000007","代码审查",{"categoryNo":75,"categoryName":76,"taxonomyType":72,"taxonomyTypeDesc":73},[217,218,219,220,26,84,9,108,221,222,203,223,224,225,226,227,228,229,230,231,232,233,92,234,235,236,237],"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"]