Personal Outfit Studio
Design outfits as a reusable visual proposal rather than a pasted prompt. The user chooses the mode, expression, scene, and constraints; a photograph does not authorize identity or body changes.
Modes
inspiration: a theme or reference image, with an optional person reference. Deliver one 2400x1800 4:3 board with distinct Hero, Work, and Date looks.personal-makeover: an authorized portrait or full-body photo, target style, scenes, and constraints. Deliver one 2400x1800 4:3 Before/After report and three extension looks. Before stays untouched; proportions change through clothes and styling only.four-season: a person or neutral model reference, style brief, and any real climate requirements. Deliver four independent 1800x2400 3:4 images, one per season, with the requested five or six extension looks. Never collapse the four outputs into one collage.
Workflow
- Confirm the mode, image roles (
person_reference,inspiration_reference, or neither), language, scenes, budget or practicality constraints, and whether the user wants masculine, feminine, mixed, or self-described styling. Do not infer this from appearance. - Create one shared data structure for each Look: scene, complete outfit, item list, colour, material, accessories, and uncertainty. Keep season as weather/collection context, not as a diagnosis of a personal colour season.
- Generate text-free visual assets with the correct reference role. For a personal mode, preserve identity, body proportions, face, skin, and camera character. For inspiration mode, do not call a reference-model person the user.
- Compose labels and long Chinese copy deterministically. Every look must differ in scene and construction, not only in colour.
- Check exact page count and ratio, identity consistency, model/reference role, clothing-to-copy match, readable text, and absence of personal image files from the package.
Boundaries and failure
- Do not infer gender identity, height, weight, body measurements, income, profession, or attractiveness.
- Do not promise trend status, slimming, warmth, comfort, fabric composition, price, or availability without evidence.
- If a personal photo is missing, switch to a clearly labelled generic model only for
inspiration; do not fabricate a personal Before. - If image generation is unavailable or reference use is unverified, return an explicitly incomplete brief instead of calling a text plan a finished visual report.
