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Preparing the page
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Previews an article drafting flow built around an audience brief, supplied facts and visible source placeholders.
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 fictional brief for North Loom Cooperative about its repair-week timetable, with four approved facts and no external claims.
A hypothetical article draft uses the four facts and marks the missing registration URL for the editor.
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.
Editors must verify claims, disclose sponsorship and avoid deceptive or mass-generated publication practices.