Recommended Usage Flow for AI Studio CLI
- Install or open the VS Code extension, or use the standalone bundled CLI from a normal terminal.
- Start from the AI Studio project root.
- Initialize only when creating a blank project:
init. - Configure environment and authentication.
- Ask a code assistant to inspect local files, project layout, and command help before changing artifacts.
- Confirm real data sources before building BO-driven or data-dependent application behavior.
- Run
do-prettify-workflowandvalidate-workflowafter material workflow structure edits. - Run workflow test sync after material workflow changes.
- Run app test sync after material app changes when the app has top-level agent containers.
- Review diffs and test reports.
- Save, publish, unpublish, or delete remote state only through the approved release path or explicit user request.
This preserves the benefits of vibe coding while keeping local files, deterministic CLI operations, validation, tests, and reviewable diffs as the control points.