Data Validation

dbt-transformation-patterns helps agents structure dbt projects with staging, intermediate, and marts layers, plus testing, documentation, and incremental model guidance. Use it to plan installs, scaffold new repos, or refactor SQL into cleaner analytics engineering patterns for Database Engineering teams.

The data-quality-frameworks skill helps teams plan production data validation with dbt tests, Great Expectations, and data contracts. Use it to choose the right checks, map them to a testing pyramid, and guide CI/CD-ready data quality workflows for Data Cleaning and pipeline reliability.