{ "task": "image_generation", "style": { "resolution": "8K", "look": "hyper-realistic, cinematic", "photorealism": true }, "subject": { "identity": "fictional fitness model", "inspiration": "celebrity-inspired (non-identical, no face matching)", "gender": "female", "skin_tone": "fair", "pose": { "view": "3/4 rear", "posture": "arched back", "head_direction": "looking over shoulder" }, "expression": "serious", "makeup": { "eyeliner": "winged", "finish": "natural cinematic" }, "hair": { "color": "honey-brown", "style": "bun", "accessory": "hair clip" } }, "wardrobe": { "top": { "type": "sports bra", "color": "grey", "design": "multi-strap" }, "bottom": { "type": "shorts", "fit": "tight, high-waist", "texture": "ribbed", "color": "brown" }, "socks": { "type": "thigh-high", "color": "black", "details": "red stripes" } }, "environment": { "location": "gym", "background_elements": [ "red metal rack" ], "atmosphere": "cinematic, moody" }, "camera": { "lens": "85mm", "depth_of_field": "shallow", "focus": "sharp on subject" }, "lighting": { "type": "cinematic", "key": "soft directional", "contrast": "high", "highlights": "controlled" }, "detail": { "skin": "ultra-detailed, realistic texture", "fabric": "high micro-detail" }, "composition": { "aspect_ratio": "3:4", "framing": "portrait" }, "constraints": { "no_real_person_identity": true, "no_face_matching": true } }