dbt Transformation Patterns

This skill provides a comprehensive framework for building professional data transformation pipelines using dbt (data build tool). it guides users through implementing the Medallion Architecture—organizing data into staging, intermediate, and mart layers—while enforcing strict naming conventions and best practices for incremental processing. By leveraging pre-defined patterns for macros, documentation, and data quality testing, it enables data teams to create maintainable, high-performance models that ensure reliable data lineage and governance.

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