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The dbt-expert skill transforms Claude into an advanced analytics engineer, providing structured guidance for building robust data pipelines. It emphasizes a modular project architecture by separating logic into staging, intermediate, and mart layers, which ensures maintainability and scalability. By using this skill, developers can quickly generate standardized SQL models, implement automated schema tests to ensure data integrity, and create detailed documentation, significantly reducing the manual overhead of managing complex data warehouses.