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Control aspect, composition and variations while keeping safety and commercial-use limits visible.
No file is selected or uploaded. This description exercises only the future interface contract.
Run the deterministic preview to inspect the future result shape and review gates.
The interface shows the planned source and a fictional result shape; it does not perform the transformation.
A calm editorial workspace in warm white and cobalt
Four controlled composition variations
Each stage has a distinct responsibility and an explicit review point.
Validate the source type and published limit.
Render the deterministic result contract without sending source content to a provider.
Compare the result with the source and stated limitations.
Copy or export only after the result has been checked.
These are product boundaries, not fine print.
Generated output must be reviewed before consequential use.