[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-b3dad155-3865-4204-989f-19bac43581d6":3,"$fY8UBuL2J_iGHpjcmV0AYtSjx9mI6QjltbAts05Yq6MU":43},{"id":4,"title":5,"description":6,"categoryId":7,"moduleId":8,"tags":9,"prompt":10,"icon":11,"source":12,"sourceUrl":13,"authorId":14,"authorName":15,"isPublic":16,"stars":17,"runs":18,"createdAt":19,"updatedAt":19,"module":20,"category":27,"packages":34},"b3dad155-3865-4204-989f-19bac43581d6","dbt-transformation-patterns","适用于dbt（数据构建工具）的生产就绪模式，包括模型组织、测试策略、文档和增量处理。","cat_life_career","mod_other","sickn33,other","---\nname: dbt-transformation-patterns\ndescription: \"Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.\"\nrisk: none\nsource: community\ndate_added: \"2026-02-27\"\n---\n\n# dbt Transformation Patterns\n\nProduction-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.\n\n## Use this skill when\n\n- Building data transformation pipelines with dbt\n- Organizing models into staging, intermediate, and marts layers\n- Implementing data quality tests and documentation\n- Creating incremental models for large datasets\n- Setting up dbt project structure and conventions\n\n## Do not use this skill when\n\n- The project is not using dbt or a warehouse-backed workflow\n- You only need ad-hoc SQL queries\n- There is no access to source data or schemas\n\n## Instructions\n\n- Define model layers, naming, and ownership.\n- Implement tests, documentation, and freshness checks.\n- Choose materializations and incremental strategies.\n- Optimize runs with selectors and CI workflows.\n- If detailed patterns are required, open `resources\u002Fimplementation-playbook.md`.\n\n## Resources\n\n- `resources\u002Fimplementation-playbook.md` for detailed dbt patterns and examples.\n\n## Limitations\n- Use this skill only when the task clearly matches the scope described above.\n- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.\n- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.\n","","imported","https:\u002F\u002Fgithub.com\u002Fsickn33\u002Fantigravity-awesome-skills","user_system_seed","SkillOPIC",true,159,2066,"2026-05-16 13:14:34",{"id":8,"name":21,"slug":22,"icon":23,"description":24,"sort":25,"createdAt":26},"其他","other","mdi-page-next-outline","其他类型Skill",5,"2026-05-16 12:53:40",{"id":7,"name":28,"slug":29,"icon":30,"description":31,"moduleId":8,"sort":32,"skillCount":33,"createdAt":26},"职场发展","career","mdi-briefcase-outline","面试准备、简历优化、职业规划",4,575,[35],{"id":36,"skillId":4,"version":37,"fileName":38,"fileSize":39,"filePath":40,"fileHash":41,"manifest":42,"createdAt":19},"82a29800-ef8c-4f02-b521-b10fff5ea6e7","1.0.0","dbt-transformation-patterns.zip",4613,"uploads\u002Fskills\u002Fb3dad155-3865-4204-989f-19bac43581d6\u002Fdbt-transformation-patterns.zip","c805d7e6eaeb8c60fe7fffdb8c62d9a38f8ed649aea4cd8d4a1b976184febb04","[{\"path\":\"SKILL.md\",\"isDirectory\":false,\"size\":1621},{\"path\":\"resources\u002Fimplementation-playbook.md\",\"isDirectory\":false,\"size\":12986}]",{"code":44,"message":45,"data":46},200,"success",{"items":47,"stats":48,"page":51},[],{"averageRating":49,"totalRatings":49,"ratingCounts":50},0,[49,49,49,49,49],{"limit":52,"offset":49,"hasMore":53,"nextOffset":52,"ratedOnly":16},15,false]