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1# Product Photography Variants
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31. Confirm rights to the product image and collect the validated brand profile,
4   product facts, intended placements, provider capability, cost ceiling, and output
5   root.
62. Preserve product geometry, packaging, logos, labels, color, and material unless
7   the operator explicitly approves a change.
83. Define distinct production hypotheses such as studio, contextual use, ingredient
9   story, scale/detail, or lifestyle; do not imply unsupported product outcomes.
104. Generate approved aspect ratios and record source hashes, prompt version,
11   provider/model, cost, output hashes, and dimensions.
125. Validate product fidelity, visual defects, safe zones, accessibility, and policy.
136. Store assets and manifest atomically inside the run directory.
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15Human review is mandatory. Do not create deceptive before/after evidence, people or
16endorsements without authorization, or regulated claims from visual implication.