Dbt Data Transform Orchestrator

---
name: "dbt Data Transform Orchestrator"
slug: "dbt-data-transform-orchestrator"
description: "Integrates with dbt Cloud Administrative API v2 to trigger and monitor data transformation jobs. Manages model runs, source freshness checks, and test execution through dbt API endpoints with Snowflake and BigQuery adapter support."
github_stars: 12621
verification: "security_reviewed"
source: "https://github.com/dbt-labs/dbt-core"
category: "Data Extraction & Transformation"
framework: "Custom Agents"
tool_ecosystem:
  github_repo: "dbt-labs/dbt-core"
  github_stars: 12621
---

# dbt Data Transform Orchestrator

Integrates with dbt Cloud Administrative API v2 to trigger and monitor data transformation jobs. Manages model runs, source freshness checks, and test execution through dbt API endpoints with Snowflake and BigQuery adapter support.

## 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-data-transform-orchestrator/)