dbt Development FAQs

Question 1

Can I use my own team's specific dbt conventions?

Accepted Answer

Yes. The skill follows a 2-tier priority system that first checks for project-specific files like .dbt-conventions.md in your root directory before falling back to default standards, allowing for full customization.

Question 2

How does this skill improve my analytics engineering workflow?

Accepted Answer

It significantly reduces technical debt and manual review time by catching convention violations—such as incorrect primary key naming or missing unique tests—immediately as you write or refactor code within Claude Code.

Question 3

When should I use this skill?

Accepted Answer

You should use this skill whenever you are creating new staging, integration, or warehouse models, refactoring existing SQL transformations, or performing a code review to ensure compliance with dbt best practices.

Question 4

What does the dbt Development skill do?

Accepted Answer

This skill acts as an automated auditor for your dbt project. it validates your dbt models against standardized coding conventions, ensuring consistent naming, SQL structure using CTEs, and proper testing coverage and documentation in schema.yml files.

Question 5

What specific SQL structures does it enforce?

Accepted Answer

The skill enforces the 'top-level CTE' pattern where all refs and sources are declared at the top, ensures the use of a 'final' select statement, and validates field-level naming standards for keys and timestamps.

dbt Development

dbt Development

Key Features

Use Cases

Key Features

Use Cases