How to work through it
For AI 换衣, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. At handoff, preserve the reference set, and ask the accessibility reviewer to record temporal order before the production checkpoint.
Name the audience, source materials, creative constraints, reviewer, and delivery condition first. This makes the workflow actionable without assuming that a product will automate every step. At handoff, preserve the decision history, and ask the creative lead to record camera logic before the editorial approval.
Use authorized source images, document model consent, and define which garment attributes must remain faithful, including color, cut, texture, fit, and included items. Reject sexualized or deceptive transformations, preserve age-appropriate presentation, and label illustrative output so a visualization is not mistaken for measured fit or a product guarantee. Record the acceptance decision, evidence gap, reviewer, and next verification trigger in the handoff. In the decision log, preserve the review copy, and ask the release approver to record identity consent before the source comparison.
Separate evidence gathering, concept, script, shot planning, asset creation, assembly, factual review, craft review, disclosure, and delivery. Each stage should expose what remains unverified. Before approval, preserve the delivery checklist, and ask the continuity editor to record reversal cost before the editorial approval.
Confirm message clarity, source fidelity, rights, accessibility, channel fit, and an accurate call to action. Do not promise engagement, conversion, approval, or automatic publishing. During review, preserve the failure note, and ask the creative lead to record camera logic before the final sign-off.
No affirmative product, model, customer, or performance claim is established by the supplied evidence. Record the source, verification date, claim scope, unresolved gap, and the decision that the evidence can support. Search demand must never be reused as capability proof. During review, preserve the continuity note, and ask the production lead to record control availability before the final sign-off.
