dbt-transformation-patterns

Quick Review

Excellent dbt skill with comprehensive coverage of analytics engineering patterns. The Description clearly conveys when to use this skill (building data transformations, creating models, implementing best practices). Task knowledge is outstanding with detailed code examples covering all major dbt patterns: model layers, staging/intermediate/marts architecture, incremental strategies, testing, documentation, and macros. Structure is logical and well-organized with clear sections, though slightly dense in a single file. Novelty is strong - dbt's Jinja templating, incremental logic, and project organization would require significant tokens for a CLI agent to implement correctly from scratch. Minor improvement areas: could benefit from splitting some patterns into separate reference files for very large projects, and adding more complex macro examples. Overall, this is a production-ready skill that meaningfully reduces complexity for analytics engineering tasks.