See It In Action

Forms Lab is a working application. Here are the key paths to explore:

Upload and Extract

1. Sign in with GitHub
2. Navigate to Projects
3. Upload a PDF form
4. Watch the LLM extract a structured DataCollectionSpec
5. Review the extracted fields, types, groups, and conditions

Shape a Form

From a project overview page, click Edit. Two paths into the same staged buffer:

Direct manipulation:

1. Click a field label in the preview to rename it
2. Click the “required” chip to toggle
3. Use the page tabs to switch between pages; use the arrow buttons to reorder
4. Pick a delivery mode from the dropdown on a page
5. Each click stages a command in the buffer; the breadcrumb shows Save (N)

LLM assistance:

1. Type an intent into the assistant panel: “Combine pages 2 and 3” or “Split personal information by dependent status”
2. See a batch of commands proposed as plain-English lines
3. Accept, reject, or refine (“…but keep the employment page separate”)
4. Accept stages the batch into the same shared buffer

Commit:

1. Click Save — one git commit writes the whole buffer; parentSha guard catches stale parents
2. Toggle Preview as applicant to validate the result in the applicant-facing view
3. Click Discard at any point to drop the pending buffer

Fill a Form

1. Visit the Forms index
2. Select an available form
3. Walk through the multi-page form experience
4. See conditional fields appear based on your answers
5. Review your submission on the summary page

Explore the Catalog

The Catalog is the project’s self-documenting system:

• Personas — Who the system serves
• Architecture — How it’s built
• Decisions — Why we made each choice
• Experiments — What we tested and learned
• Design System — Visual language and components

Deployment Dashboard

The Homepage shows all active deployments with health status, branch names, and commit hashes.