Dbt Model Transformation Architect

---
name: "dbt Model Transformation Architect"
slug: "dbt-model-transformation-architect"
description: "Generates and validates dbt (data build tool) models, tests, and documentation for Snowflake, BigQuery, and Redshift. Parses dbt manifest.json to analyze DAG lineage and detect circular dependencies."
github_stars: 12621
verification: "security_reviewed"
source: "https://github.com/dbt-labs/dbt-core"
category: "Data Extraction & Transformation"
framework: "Claude Agents"
tool_ecosystem:
  github_repo: "dbt-labs/dbt-core"
  github_stars: 12621
---

# dbt Model Transformation Architect

Generates and validates dbt (data build tool) models, tests, and documentation for Snowflake, BigQuery, and Redshift. Parses dbt manifest.json to analyze DAG lineage and detect circular dependencies.

## Installation

Basic usage or getting-started notes:
- [Install dbt Core](https://docs.getdbt.com/docs/get-started/installation) or explore the [dbt Cloud CLI](https://docs.getdbt.com/docs/cloud/cloud-cli-installation), a command-line interface powered by [dbt Cloud](http...
- Read the [introduction](https://docs.getdbt.com/docs/introduction/) and [viewpoint](https://docs.getdbt.com/docs/about/viewpoint/)
- ## Join the dbt Community

- Source: https://github.com/dbt-labs/dbt-core
- Extracted from upstream docs: https://raw.githubusercontent.com/dbt-labs/dbt-core/HEAD/README.md

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/dbt-model-transformation-architect/)