In addition to the Google Cloud Data Agent Kit extension for Antigravity, you can use the Google Cloud Data Agent Kit open-source starter pack to work with your Google Cloud data resources.
The starter pack, available on GitHub, provides plugins to let you use CLI agents in the same IDE where you are using the Data Agent Kit extension for Antigravity. Supported CLIs include the following:
- Gemini CLI
- Claude Code
- Codex
The Data Agent Kit starter pack plugins provide a suite of skills and MCP tools that you can use to run natural language prompts in your preferred coding agent.
Sample prompts
After you install the extension or plugin for your preferred CLI, you can run prompts against the CLI in the same IDE where you are running the Data Agent Kit extension for Antigravity. Depending on your use case, you can enter prompts like the following:
- "Create a BigQuery SQL notebook that writes deduplicated transaction data from my Cloud Storage bucket, my-sample-bucket."
- "Generate an inference notebook to batch-process new partitions and write flagged transactions into a new Spanner table for high-availability access."
- "Evaluate all the tables in the BigQuery sales_data table, determine year-over-year growth, and then generate a LookML model and an interactive Streamlit dashboard prototype."
Get started
To install the plugin for your preferred CLI, see the guidance at Data Agent Kit Starter Pack. The guidance includes prerequisites, download and installation instructions, and troubleshooting assistance.