Agent Skills
› rmyndharis/antigravity-skills
› dbt-transformation-patterns
dbt-transformation-patterns
GitHub提供 dbt 数据分析工程的标准化生产模式，涵盖模型分层组织、数据质量测试、文档自动化及增量处理策略。适用于构建数据转换管道、优化运行效率及实施分析工程最佳实践。
触发场景
使用 dbt 构建数据转换管道
将模型组织为分层结构
实施数据质量测试和文档
为大数据集创建增量模型
设置 dbt 项目结构和规范
安装
npx skills add rmyndharis/antigravity-skills --skill dbt-transformation-patterns -g -y
SKILL.md
Frontmatter
{
"name": "dbt-transformation-patterns",
"description": "Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices."
}
dbt Transformation Patterns
Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.
Use this skill when
- Building data transformation pipelines with dbt
- Organizing models into staging, intermediate, and marts layers
- Implementing data quality tests and documentation
- Creating incremental models for large datasets
- Setting up dbt project structure and conventions
Do not use this skill when
- The project is not using dbt or a warehouse-backed workflow
- You only need ad-hoc SQL queries
- There is no access to source data or schemas
Instructions
- Define model layers, naming, and ownership.
- Implement tests, documentation, and freshness checks.
- Choose materializations and incremental strategies.
- Optimize runs with selectors and CI workflows.
- If detailed patterns are required, open
resources/implementation-playbook.md.
Resources
resources/implementation-playbook.mdfor detailed dbt patterns and examples.
版本历史
- e63f7dd 当前 2026-07-05 09:31
