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This skill equips Claude with standardized patterns for the data build tool (dbt), enabling the creation of robust analytics pipelines using the medallion architecture. It provides expert guidance on organizing models into staging, intermediate, and marts layers, implementing complex incremental strategies, and maintaining high data quality through automated testing and documentation. Whether you are bootstrapping a new dbt project or refactoring existing transformations, this skill ensures best practices for performance, maintainability, and data lineage are followed across your entire data warehouse.