Describe her

How it plugs into the current creator

Nothing in the image pipeline changes. The box sits in front of the existing steps and returns the builder's own state: the same field names and the same option values the creator already stores. The user lands on the review screen instead of the first step, and can still open any step by hand.

Builder state for the current character

Fill the builder on the first tab to see your own result here. This is a sample.

Prompt fragment built from it

Why it is safe to put in front of users

• Only option ids from the creator can come back. Anything else is dropped on the server before it reaches the builder.
• Age stays inside the slider range, 18 to 50.
• Descriptions of minors or of real people are refused twice: a local check first, which costs nothing, then the model.
• Free text that does reach the image prompt (extra details) is short, checked and capped at six items.
• Every visitor has an hourly limit and the demo has a daily cap, so the key cannot be drained.

Speed and cost

Loading figures from the test run.

Rollout

• Ship it as an optional first step, behind a flag, next to the current flow.
• A/B test on creator completion rate and time to first image.
• Log which chips users change after a fill. That shows which options the model maps badly and which steps users actually care about.