dbt
Build dbt Models That Fit Your Project Structure
Build dbt models that fit the project.
Build dbt models that fit your project structure: correct layers, naming conventions, refs, sources, YAML, and validation. Not just SQL generation.
The problem it solves
A generic AI tool can write SQL, but dbt development also requires project architecture: staging/intermediate/marts, refs, sources, materializations, naming conventions, and validation.
What it does
Discovers project structure and existing patterns.
Creates or modifies dbt model SQL.
Wires refs, sources, configs, and YAML when appropriate.
Validates generated work using dbt and Altimate analysis tools.
When to use it
WHEN
creating a new staging, intermediate, mart, or incremental model
WHEN
modifying an existing model
WHEN
scaffolding model YAML or sources
WHEN
reorganizing dbt project structure
How it works
The skill plans the model, discovers dependencies and conventions, writes changes, and validates the result against project expectations.