Code Assistant Usage and Examples

When using a code assistant, ask it to inspect local context first and to use the CLI for supported artifact operations using a prompt as shown below:

Use the AI Studio CLI from the project root.
Inspect the project layout, command help, and relevant local artifact files before changing anything.
Use CLI create/modify/update commands instead of hand-editing JSON when a command supports the operation.
Create or modify artifacts locally only.
Validate all changed artifacts.
For material workflow changes, run the workflow test sync loop.
For material app changes with testable panels, run the app test sync loop.
Do not run do-save-*, do-publish-*, remote delete, or server fetch commands unless I explicitly ask.
Summarize what changed, what was validated, and any remaining blockers.

If you're using the installed aistudio skill, ask the code assistant to load the relevant skill references for the artifact type rather than calling unavailable prompt-listing commands. For example, workflow work should use the workflow references, application work should use the app references, and test work should use the workflow or application test authoring references. This section gives some example prompts that you can use in code assistants.