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Generated Prop Scale Risk

We're generating seasonal variations—removing signs, extending floors, and adding props—for regional localization. Adv…

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CDecide — “help me choose”We're generating seasonal variations—removing signs, extending floors, and adding props—for…+

We're generating seasonal variations—removing signs, extending floors, and adding props—for regional localization. Advise on which kinds of generation are safe (background extension, neutral shadows) and which to forbid (face reconstruction, altering product shape) to guarantee authenticity at A-frame and window scale. Give the critical checks to run on generated content before approving for print.

when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed.

The real tasks

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We want to produce seasonal hero variations regionally without reshoots; I can generate localized props and extra negative space, but I worry about scale and visual authenticity across large-format prints. Advise me on what to generate and what to forbid so the generated additions won't fail at A-frame or window scale.

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Visual Merchandiser

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Because you rarely think 'I want the redaction tool'. You think 'I have to share this without leaking the client's details'. Start from the need, and the feature finds you.

Real. Every job here was drawn from what people in real roles were actually seen doing in Photoshop — not a feature checklist.

No. Each page gives you a ready prompt you can paste into an AI assistant, plus the plain steps to do it yourself. Start with either — the goal is the finished job, not the tool.