Cozy Knitwear

{ "positive_prompt": { "constraints": { "aspect_ratio": "1:1", "medium": "commercial photography, mixed-media environmental portrait", "shot_type": "full body shot", "subject_instruction": "Real person from user-provided image. Identity must remain exactly the same. The subject's face must appear twice: once as the real person leaning against the wall, and once as a large-scale stylized graphic illustration on the wall behind them." }, "composition": { "framing": "centered subject with large background graphic", "camera_angle": "eye-level, direct", "camera_distance": "5 meters", "pose": "standing, leaning casually against a concrete wall with one leg slightly bent and foot resting against the surface", "gaze": "direct, neutral expression looking into the lens", "crop_notes": "full body visible, background graphic framing the subject's head" }, "environment": { "location_cues": "industrial studio, raw gray concrete wall with a large professional wall decal/mural", "time_of_day": "indoor studio lighting", "light_source": { "type": "balanced studio softbox", "direction": "frontal-offset", "softness": "high diffusion", "falloff": "subtle shadows on the concrete texture" } }, "body_and_fabric_interaction": { "posture_effects": "natural weight shift to one hip, relaxed shoulders", "fabric_drape": "heavyweight cotton t-shirt hanging vertically; wide-leg denim pooling at the shoes", "tension_zones": "shoulders of the shirt; fly and hips of the jeans", "compression_zones": "fabric bunching at the inner elbow and behind the bent knee; waistband compression", "wrinkle_patterns": "radial wrinkles from the tucked waist; horizontal stack folds at denim hems", "gravity_behavior": "physically accurate drape of heavy denim and jersey knit cotton", "contact_shadows": "dark occlusions where fabric meets skin and background", "fit_accuracy": "Fabric must fit the user’s real body exactly, without reshaping." }, "materials_and_textures": { "skin": "Visible pores, natural skin grain, realistic highlight on the bridge of the nose and forehead", "fabric": "Matte jersey knit texture; coarse indigo denim weave with visible stitching", "separation": "Subject pops from the background mural through shallow depth of field and contact shadows", "graphic": "Flat-color vector illustration style for the background face mural, contrasting with the real person's texture" }, "primary_focus": { "focus_name": "Identity-locked dual representation", "observable_features": [ "Identical facial features on both the real subject and the mural", "Bold sans-serif text 'PHOTOFORGE' at the bottom of the mural", "Clean concrete wall texture", "Authentic fabric-on-body physics" ] }, "color_and_light_rules": { "white_balance": "neutral", "contrast": "standard, preserving shadow detail", "exposure": "balanced", "saturation": "natural skin tones; muted teal and yellow in the background graphic", "grading_rule": "True-to-life only; no cinematic grading" }, "camera_behavior": { "camera_type": "DSLR, 50mm lens", "depth_of_field": "f/4.0, keeping subject sharp and background graphic legible", "focus_falloff": "sharp subject focus", "grain_or_noise": "clean", "sharpening_limit": "No over-sharpening" }, "overall_aesthetic": "Professional editorial look with a graphic design backdrop featuring the text 'PHOTOFORGE' and a stylized version of the subject's face." }, "strict_negatives": [ "beauty filter", "face alteration", "hair modification", "body reshaping", "skin smoothing", "idealized proportions", "floating fabric", "AI glow", "HDR", "CGI", "plastic skin", "incorrect text spelling", "distorted face mural", "generic stock face" ] }