Skill

dbt-transformation-patterns

Applies dbt patterns for model organization into layers, testing strategies, documentation, incremental processing, and project structure in data pipelines.

data-engineering

From antigravity-awesome-skills

Install

Run in your terminal

npx claudepluginhub sickn33/antigravity-awesome-skills --plugin antigravity-awesome-skills

Tool Access

This skill uses the workspace's default tool permissions.

Supporting Assets

View in Repository

resources/implementation-playbook.md

Skill Content

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Stats

Parent Repo Stars30787

Parent Repo Forks5140

Last CommitMar 29, 2026

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dbt Transformation Patterns

Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing.

Use this skill when

Building data transformation pipelines with dbt
Organizing models into staging, intermediate, and marts layers
Implementing data quality tests and documentation
Creating incremental models for large datasets
Setting up dbt project structure and conventions

Do not use this skill when

The project is not using dbt or a warehouse-backed workflow
You only need ad-hoc SQL queries
There is no access to source data or schemas

Instructions

Define model layers, naming, and ownership.
Implement tests, documentation, and freshness checks.
Choose materializations and incremental strategies.
Optimize runs with selectors and CI workflows.
If detailed patterns are required, open resources/implementation-playbook.md.

Resources

resources/implementation-playbook.md for detailed dbt patterns and examples.