[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6PE0NJQNWJATM9B1AJRAV1P":3,"skill-same:01M6PE0NJQNWJATM9B1AJRAV1P":63},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":36,"linkOnly":37,"markdownContent":38,"markdownBody":39,"frontMatter":40,"refName":42,"commitSha":43,"skillDirectory":44,"forksCount":45,"repositoryHtmlUrl":46,"repositoryHomepageUrl":6,"ownerHtmlUrl":47,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":48,"install":49,"resources":62},"01M6PE0NJQNWJATM9B1AJRAV1P","drin-vector-database-sync",null,"Specialized workflow for managing, syncing, and optimizing data in Vector DBs for RAG systems.","pedrol-cmd\u002Fbrain-drin","pedrol-cmd","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F269090167?v=4","01M6PDG3CXWN1PR3GXREEXK69F","01M6PDG3HHBGEWDJ1STF9Z9ER6",12,"MIT","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-vector-database-sync\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33,34,35],"sync","database","vector","vector database","drin vector database sync","workflow","rag","data","Production","specialized","systems","for","dbs","2026-11-10 10:12:30",false,"---\nname: drin-vector-database-sync\ndescription: Specialized workflow for managing, syncing, and optimizing data in Vector DBs for RAG systems.\nstatus: production\n---\n\n# Vector Database Sync\n\n## Purpose\nTo ensure the AI has access to the most high-fidelity and relevant project knowledge at all times.\n\n## Workflow\n1. **Ingest**: Pull new content from source (GitHub, Docs, Internal Wikis).\n2. **Chunk**: Break down content into semantically meaningful pieces.\n3. **Embed**: Generate vectors using the latest embedding model.\n4. **Index**: Update the vector index (Pinecone\u002FMilvus\u002FChroma).\n5. **Optimize**: Prune old\u002Firrelevant data to keep the context window clean.\n\n## Rules\n- Every chunk must carry its source metadata (URL\u002FFilePath).\n- Use overlapping chunks to preserve context at boundaries.\n- Re-embed if the embedding model version changes.\n---\nsubagents:\n  - data-engineer\n  - prompt-engineer\n","# Vector Database Sync\n\n## Purpose\nTo ensure the AI has access to the most high-fidelity and relevant project knowledge at all times.\n\n## Workflow\n1. **Ingest**: Pull new content from source (GitHub, Docs, Internal Wikis).\n2. **Chunk**: Break down content into semantically meaningful pieces.\n3. **Embed**: Generate vectors using the latest embedding model.\n4. **Index**: Update the vector index (Pinecone\u002FMilvus\u002FChroma).\n5. **Optimize**: Prune old\u002Firrelevant data to keep the context window clean.\n\n## Rules\n- Every chunk must carry its source metadata (URL\u002FFilePath).\n- Use overlapping chunks to preserve context at boundaries.\n- Re-embed if the embedding model version changes.\n---\nsubagents:\n  - data-engineer\n  - prompt-engineer\n",{"name":5,"status":41,"description":7},"production","master","49f9153042a67a088b119042fa3aae8ede872e4d",".claude\u002Fskills\u002Fdrin-vector-database-sync",1,"https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd","2026-04-11 06:42:15",{"source":8,"skillName":5,"commands":50,"prompt":60,"zipAvailable":61},[51,54,57],{"tool":52,"command":53},"npx","npx skills add pedrol-cmd\u002Fbrain-drin --skill drin-vector-database-sync",{"tool":55,"command":56},"bunx","bunx skills add pedrol-cmd\u002Fbrain-drin --skill drin-vector-database-sync",{"tool":58,"command":59},"pnpm","pnpm dlx skills add pedrol-cmd\u002Fbrain-drin --skill drin-vector-database-sync","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-vector-database-sync\u002FSKILL.md",true,[],[64,80,103,119,139,155],{"skillNo":65,"name":66,"nameZh":6,"description":67,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":68,"categories":69,"keywords":70,"publishedAt":36},"01M6PE0X17DRJBTK67GGQXAGG9","drin-whatsapp-outbound-engine","Specialized workflow for sales and engagement via WhatsApp, focused on speed and intimacy.","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-whatsapp-outbound-engine\u002FSKILL.md",[],[71,72,73,74,31,28,32,75,76,77,78,34,79],"whatsapp","engine","outbound","drin whatsapp outbound engine","sales","engagement","speed","via","intimacy",{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":91,"publishedAt":36},"01M6PE0JPYMXKG7C382KVQT3RB","drin-ux-interaction-standard","Definition of standards for micro-interactions, animations, and UI feedback states.","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-ux-interaction-standard\u002FSKILL.md",[86],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[92,93,94,95,96,97,98,34,99,100,101,31,102],"ux","interaction","standard","drin ux interaction standard","feedback","standards","states","definition","animations","ui","micro",{"skillNo":104,"name":105,"nameZh":6,"description":106,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":107,"categories":108,"keywords":110,"publishedAt":36},"01M6PE0DP0501D6V3D4062E30K","drin-ux-audit-framework","Heuristic evaluation framework for identifying usability issues in digital products.","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-ux-audit-framework\u002FSKILL.md",[109],{"categoryNo":87,"categoryName":88,"taxonomyType":89,"taxonomyTypeDesc":90},[111,92,112,113,114,115,116,117,31,118,34],"ux audit","framework","audit","drin ux audit framework","issues","evaluation framework","Evaluation","usability",{"skillNo":120,"name":121,"nameZh":6,"description":122,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":123,"categories":124,"keywords":128,"publishedAt":36},"01M6PE07XV8WYQCKJM8S9KZ7SE","drin-user-story-generator","Automated generator for well-structured user stories following the INVEST principles.","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-user-story-generator\u002FSKILL.md",[125],{"categoryNo":126,"categoryName":127,"taxonomyType":89,"taxonomyTypeDesc":90},"01JBSEEDCAT000000000000031","产品经理",[129,130,131,132,133,134,31,135,136,137,34,138],"user","user story","Story","user story generator","generator","drin user story generator","structured","principles","user stories","stories",{"skillNo":140,"name":141,"nameZh":6,"description":142,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":143,"categories":144,"keywords":145,"publishedAt":36},"01M6PE01VXR0BN5SBYQRP6AJ5W","drin-user-feedback-synthesizer","Workflow for aggregating and summarizing user feedback from support tickets, social media, and interviews.","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-user-feedback-synthesizer\u002FSKILL.md",[],[146,147,148,129,96,34,149,150,151,152,153,31,154,28],"drin user feedback synthesizer","synthesizer","feedback synthesizer","interviews","tickets","social","social media","Media","support",{"skillNo":156,"name":157,"nameZh":6,"description":158,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":159,"categories":160,"keywords":164,"publishedAt":36},"01M6PDZXBXFC5AZY7A843M5YD6","drin-terraform-state-repair","Expert workflow for resolving Terraform state drifts, locks, and corruption.","https:\u002F\u002Fgithub.com\u002Fpedrol-cmd\u002Fbrain-drin\u002Fblob\u002Fmaster\u002F.claude\u002Fskills\u002Fdrin-terraform-state-repair\u002FSKILL.md",[161],{"categoryNo":162,"categoryName":163,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000011","运维与部署",[165,166,167,168,34,169,31,28],"terraform","drin terraform state repair","state","repair","expert"]