rewind
@rewind02
AI systems & workflows | Running distribution via AI UGC
993 Following 6.6K Followers
here's how to make a cozy fishing game solo with Claude Opus 5.5 + Blender + 3D AI + Unity 6...
the trick is giving every tool one job, but there's a smart way to set it up:
- step 1: generate every 3D model with Tripo Smart Mesh P2: palms, rocks, the pier, the boat, the hut, the character
- step 2: connect Claude Code to Blender through MCP
- step 3: Opus 5.5 sets up each model in Blender: scale, pivots, materials, clean export
- step 4: Opus animates in Blender too: the character's walk, the cast, the rod, the boat on the water
- step 5: bring everything into Unity 6 and build the world: forest, river, waterfall, beach, pier
- step 6: add the systems one at a time: walking, fishing, bait choice, a time of day
- step 7: play it after every step and fix one thing at a time
who does what:
> Tripo: the 3D models
> Opus 5.5 + Blender: setup and animation
> Unity 6: the world and the game
one person, one stack, one game you'd actually want to play
Show more
this account just did 30M views in 2 days using AI UGC...
32.6K followers, 168 posts, here's the funnel behind it:
- one repeatable skit format...
- instagram bio drops straight into the shopify product page
- landing page runs the standard urgency stack...
"100+ orders in the last 24h," a hot product/low stock badge, tiered bundle discounts defaulted to buy 2
AI UGC will help you reach the market faster, but it can't make the market bigger
the format didn't create the audience, it just found the fastest way to show them something they already wanted
Show more
GPT-Image 2.5 is incredible
using for AI UGC makes a lot of sense
here's the prompt:
{
"prompt_type": "photorealistic_reference_variation",
"objective": "Use the supplied reference photograph as a guide for the same close vertical smartphone selfie composition, lighting, upscale interior, crop, and polished social-media aesthetic. Create a visually similar image, but make the woman a distinct person with subtly different facial features, hairstyle details, jewelry, expression, and wardrobe color. Completely remove all text, icons, hearts, buttons, interface graphics, timestamps, watermarks, logos, or other on-screen elements.",
"reference_fidelity": {
"target": "high similarity in overall composition, camera perspective, lighting, setting, and fashion beauty aesthetic, while preserving a clearly distinct subject identity",
"priority_order": [
"overall vertical crop and composition",
"bright frontal daylight against a darker luxury living-room background",
"close upper-body smartphone selfie framing",
"warm luminous skin and polished soft-glam beauty styling",
"sleek dark updo with face-framing strands",
"elegant strapless satin bustier",
"large gold statement earrings",
"natural high-resolution smartphone-camera rendering"
],
"variation_instruction": "Do not replicate the exact face from the reference. Create a new adult woman with a slightly more heart-shaped face, softer jawline, hazel-brown eyes, a subtle closed-lip smile, a deep side-part hairstyle, and different sculptural gold earrings."
},
"canvas": {
"orientation": "portrait",
"aspect_ratio": "approximately 918:1588",
"framing": "tight vertical smartphone selfie",
"crop": "from just above the top of the hair to below the bust and upper torso",
"subject_scale": "large, occupying most of the frame",
"subject_alignment": "slightly right of center",
"camera_distance": "close arm's-length selfie distance",
"headroom": "very small",
"bottom_crop": "cuts through the lower torso and structured satin top",
"left_background": "fireplace and framed artwork softly visible",
"right_background": "soft sofa and doorway or window edge visible",
"instruction": "do not include any white heart icon or social-media interface graphics"
},
"scene": {
"location": "upscale dimly lit modern living room or lounge",
"time_of_day": "daytime with strong natural window light",
"mood": "polished, elegant, intimate, warm",
"visual_style": "authentic high-resolution smartphone beauty selfie",
"background_complexity": "moderate but visually subdued",
"environment": {
"walls": "dark warm taupe textured walls",
"fireplace": "minimal stone or plaster fireplace at left",
"sofa": "large soft light-gray sectional sofa in the rear-right",
"art": "large framed muted abstract artwork above or near the fireplace",
"lighting": "bright frontal daylight on the subject with a darker ambient interior behind"
}
},
"subject": {
"description": "a distinct adult woman taking a close front-facing selfie indoors",
"identity_instruction": "Create a naturally beautiful woman who is not an exact facial copy of any reference person.",
"position": "center foreground",
"body_visibility": "head, neck, shoulders, upper chest, and upper torso",
"pose": {
"head": "upright with a very slight turn toward viewer-right",
"torso": "mostly frontal",
"shoulders": "relaxed and bare",
"camera_arm": "extended toward camera outside the visible frame",
"posture": "upright, elegant, and composed"
},
"expression": {
"overall": "calm, confident, softly warm",
"mouth": "closed with a faint natural smile",
"lips": "softly relaxed",
"gaze": "directly into camera",
"brows": "relaxed but defined"
},
"skin": {
"tone": "warm medium olive-tan with a golden undertone",
"finish": "luminous satin glow",
"texture": "realistic fine skin texture with subtle pores",
"freckles_and_marks": "a few faint freckles and small natural beauty marks retained",
"highlights": "bright natural highlights on forehead, cheekbones, nose bridge, collarbones, shoulders, and chest",
"retouching": "light-to-moderate social-media processing, never plastic"
},
"face": {
"shape": "soft heart-oval shape with slightly higher cheekbones and a gently tapered jaw",
"forehead": "medium height",
"cheekbones": "defined but natural",
"jaw": "slender and softly sculpted",
"chin": "small and rounded",
"eyes": {
"shape": "almond-shaped",
"color": "warm hazel-brown",
"size": "medium",
"lashes": "long, curled, dark, cleanly separated",
"eyeliner": "very subtle brown-black lash-line enhancement",
"eyeshadow": "soft bronze-peach neutral tone",
"catchlights": "bright natural window reflections"
},
"eyebrows": {
"shape": "full with a soft natural arch",
"color": "deep brown",
"density": "medium-full",
"finish": "cleanly groomed and softly filled"
},
"nose": {
"shape": "straight and refined",
"bridge": "narrow-medium",
"tip": "softly rounded",
"highlight": "subtle centered highlight"
},
"lips": {
"shape": "full but natural",
"upper_lip": "defined cupid's bow",
"lower_lip": "slightly fuller",
"color": "muted dusty-rose nude",
"liner": "slightly deeper nude-pink",
"finish": "soft satin gloss"
},
"makeup": {
"style": "natural soft glam",
"foundation": "smooth radiant skin-like finish",
"bronzer": "warm subtle sculpting",
"blush": "soft peach-rose blush across cheeks",
"highlight": "controlled luminous sheen on cheekbones",
"eyes": "neutral bronze shadow with defined lashes",
"lips": "dusty nude rose"
}
}
},
"hair": {
"color": "dark chestnut brown, almost espresso",
"style": "sleek low bun or low tucked ponytail",
"part": "deep side part",
"texture": "smooth and glossy",
"crown": "softly controlled with a little natural volume",
"front_sections": "two long, slim face-framing strands left loose on both sides",
"left_face_strand": "a thin dark strand falls from the temple past the jaw toward the shoulder",
"right_face_strand": "a matching strand curves softly alongside the cheek toward the chest",
"back": "hair gathered into a neat low bun or tucked ponytail",
"flyaways": "minimal but realistic",
"shine": "soft warm highlights along dark strands"
},
"jewelry": {
"earrings": {
"type": "large sculptural twisted oval gold drop earrings",
"shape": "rounded organic vertical form, distinct from rectangular earrings",
"material": "polished warm gold metal",
"surface": "smooth reflective metal with subtle ridged detailing",
"size": "medium-large statement earrings",
"visibility": "viewer-left earring highly visible, opposite earring partially visible",
"finish": "bright reflective warm gold"
},
"necklace": "none visible"
},
"wardrobe": {
"top": {
"type": "strapless structured satin corset or bustier top",
"color": "pale champagne ivory with a soft rose-beige undertone",
"neckline": "straight to gently curved strapless neckline",
"construction": "boned corset-style structure with refined cup seams",
"cups": "shaped underwire-style satin cups",
"center": "subtle central vertical seam and structured paneling",
"fit": "close-fitting and supportive",
"material": "smooth satin",
"finish": "soft pearl-like sheen",
"wrinkles": "small realistic tension creases in satin",
"instruction": "preserve the elegant structured fashion silhouette without making the garment exaggerated or costume-like"
}
},
"body_and_pose": {
"shoulders": "bare and evenly lit",
"collarbones": "visible with soft natural highlights",
"upper_chest": "warm natural skin tone with subtle tonal variation",
"torso": "slightly angled but mostly frontal",
"left_arm": "partially visible near the lower-left edge, extended toward camera",
"right_side": "cropped close to shoulder and torso edge"
},
"background": {
"left": {
"fireplace": {
"type": "minimal traditional stone or plaster fireplace",
"color": "warm gray-beige",
"mantel": "thick simple mantel shelf",
"opening": "dark black fireplace opening",
"interior": "very dark"
},
"artwork": {
"type": "large framed monochrome or muted abstract artwork",
"position": "above the fireplace",
"frame": "light gray or off-white",
"content": "abstract forms only, no readable text"
}
},
"center_rear": {
"lighting": "small soft warm accent light near the wall",
"furniture": "dark low-profile furnishings partly obscured"
},
"right": {
"sofa": {
"type": "large plush sectional",
"color": "light gray",
"cushions": "soft oversized cushions",
"focus": "slightly out of focus"
},
"vertical_edge": {
"type": "bright door frame or window frame",
"color": "white",
"position": "far right edge"
}
}
},
"lighting": {
"type": "strong natural daylight from directly in front of the subject",
"primary_source": "large window or open doorway near the camera",
"direction": "front and slightly above",
"quality": "bright but diffused",
"contrast": "high subject-to-background contrast",
"subject": "face and upper body brightly illuminated",
"background": "intentionally darker and moodier",
"skin_effect": "warm luminous highlights without clipped whites",
"hair_effect": "subtle glossy reflections",
"satin_effect": "soft pearl sheen with gentle highlights",
"color_temperature": "neutral-warm daylight",
"shadow_style": "very soft facial shadows and deeper background shadows"
},
"camera": {
"device": "modern smartphone front-facing camera",
"orientation": "vertical portrait",
"lens": "standard wide selfie lens",
"focal_length_equivalent": "approximately 24-28mm",
"camera_height": "slightly above chest and near face level",
"camera_distance": "approximately 45-70 cm from face",
"perspective": "mild wide-angle smartphone perspective",
"focus": "sharpest on eyes and face",
"depth_of_field": "moderately deep but background naturally softer",
"image_quality": "high-resolution smartphone image",
"dynamic_range": "strong HDR preserving bright skin and dark room",
"processing": "subtle sharpening and noise reduction",
"grain": "very light realistic phone-sensor grain",
"motion_blur": "none"
},
"composition_geometry": {
"face_center": "approximately x=55%, y=31%",
"eye_line": "approximately y=28%",
"head_top": "approximately y=2%",
"mouth": "approximately y=43%",
"shoulder_line": "approximately y=60%",
"neckline": "approximately y=82%",
"corset_center": "approximately x=55%, y=91%",
"viewer_left_earring": "approximately x=27%, y=37%",
"fireplace": "left-rear background",
"sofa": "right-rear background",
"visual_balance": "bright subject contrasted against a dark elegant room"
},
"color_palette": {
"dominant_colors": [
"warm olive-gold",
"dark chestnut brown",
"champagne ivory",
"warm gold",
"charcoal",
"light gray",
"taupe"
],
"skin": "golden olive tan",
"hair": "deep chestnut espresso brown",
"top": "champagne ivory with a rose-beige undertone",
"earrings": "warm gold",
"background": "dark taupe and charcoal",
"sofa": "light gray",
"overall_saturation": "moderate",
"contrast": "moderately high",
"white_balance": "warm-neutral"
},
"image_texture": {
"skin": "fine pores, faint freckles, and small natural beauty marks",
"hair": "individual sleek strands and minimal soft flyaways",
"satin": "smooth woven sheen with fine tension folds",
"earrings": "polished gold-metal reflections",
"walls": "matte textured plaster",
"sofa": "soft woven upholstery",
"fireplace": "subtle stone or plaster texture"
},
"photographic_style": {
"genre": "beauty and fashion smartphone selfie",
"aesthetic": "luxury social-media portrait",
"realism": "extreme photorealism",
"retouching": "polished but believable",
"production_value": "personal phone photo with high-quality natural light",
"desired_result": "looks like a genuine high-resolution selfie captured near a window in an upscale living room"
},
"negative_prompt": [
"text",
"caption",
"white heart icon",
"social media UI",
"buttons",
"watermark",
"logo",
"screen overlay",
"extra people",
"different camera angle",
"full-body shot",
"side profile",
"heavy head tilt",
"long loose hair",
"curly hair",
"blonde hair",
"red hair",
"high ponytail",
"messy bun",
"missing face-framing strands",
"silver earrings",
"small stud earrings",
"hoop earrings",
"missing earrings",
"heavy contour",
"red lipstick",
"smoky black eye makeup",
"large smile",
"open mouth",
"looking away",
"black top",
"white t-shirt",
"sports bra",
"dress with sleeves",
"visible straps",
"bedroom",
"bathroom",
"kitchen",
"outdoor setting",
"bright background",
"studio backdrop",
"hard flash",
"cold blue lighting",
"dramatic cinematic shadows",
"extreme bokeh",
"fisheye distortion",
"plastic skin",
"over-smoothed face",
"over-sharpened pores",
"CGI",
"3D render",
"illustration",
"anime",
"cartoon",
"distorted anatomy",
"warped shoulders",
"asymmetrical eyes",
"deformed corset",
"exact facial copy of the reference person"
],
"final_generation_instruction": "Generate one extremely photorealistic vertical smartphone selfie using the supplied image only as a guide for composition, lighting, fashion mood, and upscale interior. Show a distinct adult woman centered close to the camera with warm olive-golden skin, hazel-brown almond eyes, full dark brows, soft peach-rose blush, long lashes, and muted dusty-rose nude lips. Her dark chestnut-brown hair has a deep side part and is pulled into a sleek low bun or tucked ponytail, with two long narrow face-framing strands beside her cheeks. Add large sculptural twisted oval gold earrings. Dress her in a pale champagne-ivory strapless satin corset bustier with subtle structured cups and visible seam construction. Frame the image from the top of the head to the lower upper torso, with the subject filling most of the image. Keep the dim upscale living room behind her: dark warm-gray walls, stone fireplace and framed artwork on the left, plush light-gray sectional sofa on the right, and a bright white door or window edge at the far right. Illuminate the subject with bright diffused frontal daylight so her face, shoulders, jewelry, and satin top glow while the room remains darker. Preserve realistic skin pores, faint freckles, natural smartphone HDR, mild phone-lens perspective, and crisp facial detail. Completely omit all text, buttons, hearts, watermarks, logos, interface graphics, and screen overlays."
}
Show more
this account just did 30M views in 2 days using AI UGC...
32.6K followers, 168 posts, here's the funnel behind it:
- one repeatable skit format...
- instagram bio drops straight into the shopify product page
- landing page runs the standard urgency stack...
"100+ orders in the last 24h," a hot product/low stock badge, tiered bundle discounts defaulted to buy 2
AI UGC will help you reach the market faster, but it can't make the market bigger
the format didn't create the audience, it just found the fastest way to show them something they already wanted
Show more
GPT-Image 2.5 is incredible
using for AI UGC makes a lot of sense
here's the prompt:
{
"prompt_type": "photorealistic_reference_variation",
"objective": "Use the supplied reference photograph as a guide for the same close vertical smartphone selfie composition, lighting, upscale interior, crop, and polished social-media aesthetic. Create a visually similar image, but make the woman a distinct person with subtly different facial features, hairstyle details, jewelry, expression, and wardrobe color. Completely remove all text, icons, hearts, buttons, interface graphics, timestamps, watermarks, logos, or other on-screen elements.",
"reference_fidelity": {
"target": "high similarity in overall composition, camera perspective, lighting, setting, and fashion beauty aesthetic, while preserving a clearly distinct subject identity",
"priority_order": [
"overall vertical crop and composition",
"bright frontal daylight against a darker luxury living-room background",
"close upper-body smartphone selfie framing",
"warm luminous skin and polished soft-glam beauty styling",
"sleek dark updo with face-framing strands",
"elegant strapless satin bustier",
"large gold statement earrings",
"natural high-resolution smartphone-camera rendering"
],
"variation_instruction": "Do not replicate the exact face from the reference. Create a new adult woman with a slightly more heart-shaped face, softer jawline, hazel-brown eyes, a subtle closed-lip smile, a deep side-part hairstyle, and different sculptural gold earrings."
},
"canvas": {
"orientation": "portrait",
"aspect_ratio": "approximately 918:1588",
"framing": "tight vertical smartphone selfie",
"crop": "from just above the top of the hair to below the bust and upper torso",
"subject_scale": "large, occupying most of the frame",
"subject_alignment": "slightly right of center",
"camera_distance": "close arm's-length selfie distance",
"headroom": "very small",
"bottom_crop": "cuts through the lower torso and structured satin top",
"left_background": "fireplace and framed artwork softly visible",
"right_background": "soft sofa and doorway or window edge visible",
"instruction": "do not include any white heart icon or social-media interface graphics"
},
"scene": {
"location": "upscale dimly lit modern living room or lounge",
"time_of_day": "daytime with strong natural window light",
"mood": "polished, elegant, intimate, warm",
"visual_style": "authentic high-resolution smartphone beauty selfie",
"background_complexity": "moderate but visually subdued",
"environment": {
"walls": "dark warm taupe textured walls",
"fireplace": "minimal stone or plaster fireplace at left",
"sofa": "large soft light-gray sectional sofa in the rear-right",
"art": "large framed muted abstract artwork above or near the fireplace",
"lighting": "bright frontal daylight on the subject with a darker ambient interior behind"
}
},
"subject": {
"description": "a distinct adult woman taking a close front-facing selfie indoors",
"identity_instruction": "Create a naturally beautiful woman who is not an exact facial copy of any reference person.",
"position": "center foreground",
"body_visibility": "head, neck, shoulders, upper chest, and upper torso",
"pose": {
"head": "upright with a very slight turn toward viewer-right",
"torso": "mostly frontal",
"shoulders": "relaxed and bare",
"camera_arm": "extended toward camera outside the visible frame",
"posture": "upright, elegant, and composed"
},
"expression": {
"overall": "calm, confident, softly warm",
"mouth": "closed with a faint natural smile",
"lips": "softly relaxed",
"gaze": "directly into camera",
"brows": "relaxed but defined"
},
"skin": {
"tone": "warm medium olive-tan with a golden undertone",
"finish": "luminous satin glow",
"texture": "realistic fine skin texture with subtle pores",
"freckles_and_marks": "a few faint freckles and small natural beauty marks retained",
"highlights": "bright natural highlights on forehead, cheekbones, nose bridge, collarbones, shoulders, and chest",
"retouching": "light-to-moderate social-media processing, never plastic"
},
"face": {
"shape": "soft heart-oval shape with slightly higher cheekbones and a gently tapered jaw",
"forehead": "medium height",
"cheekbones": "defined but natural",
"jaw": "slender and softly sculpted",
"chin": "small and rounded",
"eyes": {
"shape": "almond-shaped",
"color": "warm hazel-brown",
"size": "medium",
"lashes": "long, curled, dark, cleanly separated",
"eyeliner": "very subtle brown-black lash-line enhancement",
"eyeshadow": "soft bronze-peach neutral tone",
"catchlights": "bright natural window reflections"
},
"eyebrows": {
"shape": "full with a soft natural arch",
"color": "deep brown",
"density": "medium-full",
"finish": "cleanly groomed and softly filled"
},
"nose": {
"shape": "straight and refined",
"bridge": "narrow-medium",
"tip": "softly rounded",
"highlight": "subtle centered highlight"
},
"lips": {
"shape": "full but natural",
"upper_lip": "defined cupid's bow",
"lower_lip": "slightly fuller",
"color": "muted dusty-rose nude",
"liner": "slightly deeper nude-pink",
"finish": "soft satin gloss"
},
"makeup": {
"style": "natural soft glam",
"foundation": "smooth radiant skin-like finish",
"bronzer": "warm subtle sculpting",
"blush": "soft peach-rose blush across cheeks",
"highlight": "controlled luminous sheen on cheekbones",
"eyes": "neutral bronze shadow with defined lashes",
"lips": "dusty nude rose"
}
}
},
"hair": {
"color": "dark chestnut brown, almost espresso",
"style": "sleek low bun or low tucked ponytail",
"part": "deep side part",
"texture": "smooth and glossy",
"crown": "softly controlled with a little natural volume",
"front_sections": "two long, slim face-framing strands left loose on both sides",
"left_face_strand": "a thin dark strand falls from the temple past the jaw toward the shoulder",
"right_face_strand": "a matching strand curves softly alongside the cheek toward the chest",
"back": "hair gathered into a neat low bun or tucked ponytail",
"flyaways": "minimal but realistic",
"shine": "soft warm highlights along dark strands"
},
"jewelry": {
"earrings": {
"type": "large sculptural twisted oval gold drop earrings",
"shape": "rounded organic vertical form, distinct from rectangular earrings",
"material": "polished warm gold metal",
"surface": "smooth reflective metal with subtle ridged detailing",
"size": "medium-large statement earrings",
"visibility": "viewer-left earring highly visible, opposite earring partially visible",
"finish": "bright reflective warm gold"
},
"necklace": "none visible"
},
"wardrobe": {
"top": {
"type": "strapless structured satin corset or bustier top",
"color": "pale champagne ivory with a soft rose-beige undertone",
"neckline": "straight to gently curved strapless neckline",
"construction": "boned corset-style structure with refined cup seams",
"cups": "shaped underwire-style satin cups",
"center": "subtle central vertical seam and structured paneling",
"fit": "close-fitting and supportive",
"material": "smooth satin",
"finish": "soft pearl-like sheen",
"wrinkles": "small realistic tension creases in satin",
"instruction": "preserve the elegant structured fashion silhouette without making the garment exaggerated or costume-like"
}
},
"body_and_pose": {
"shoulders": "bare and evenly lit",
"collarbones": "visible with soft natural highlights",
"upper_chest": "warm natural skin tone with subtle tonal variation",
"torso": "slightly angled but mostly frontal",
"left_arm": "partially visible near the lower-left edge, extended toward camera",
"right_side": "cropped close to shoulder and torso edge"
},
"background": {
"left": {
"fireplace": {
"type": "minimal traditional stone or plaster fireplace",
"color": "warm gray-beige",
"mantel": "thick simple mantel shelf",
"opening": "dark black fireplace opening",
"interior": "very dark"
},
"artwork": {
"type": "large framed monochrome or muted abstract artwork",
"position": "above the fireplace",
"frame": "light gray or off-white",
"content": "abstract forms only, no readable text"
}
},
"center_rear": {
"lighting": "small soft warm accent light near the wall",
"furniture": "dark low-profile furnishings partly obscured"
},
"right": {
"sofa": {
"type": "large plush sectional",
"color": "light gray",
"cushions": "soft oversized cushions",
"focus": "slightly out of focus"
},
"vertical_edge": {
"type": "bright door frame or window frame",
"color": "white",
"position": "far right edge"
}
}
},
"lighting": {
"type": "strong natural daylight from directly in front of the subject",
"primary_source": "large window or open doorway near the camera",
"direction": "front and slightly above",
"quality": "bright but diffused",
"contrast": "high subject-to-background contrast",
"subject": "face and upper body brightly illuminated",
"background": "intentionally darker and moodier",
"skin_effect": "warm luminous highlights without clipped whites",
"hair_effect": "subtle glossy reflections",
"satin_effect": "soft pearl sheen with gentle highlights",
"color_temperature": "neutral-warm daylight",
"shadow_style": "very soft facial shadows and deeper background shadows"
},
"camera": {
"device": "modern smartphone front-facing camera",
"orientation": "vertical portrait",
"lens": "standard wide selfie lens",
"focal_length_equivalent": "approximately 24-28mm",
"camera_height": "slightly above chest and near face level",
"camera_distance": "approximately 45-70 cm from face",
"perspective": "mild wide-angle smartphone perspective",
"focus": "sharpest on eyes and face",
"depth_of_field": "moderately deep but background naturally softer",
"image_quality": "high-resolution smartphone image",
"dynamic_range": "strong HDR preserving bright skin and dark room",
"processing": "subtle sharpening and noise reduction",
"grain": "very light realistic phone-sensor grain",
"motion_blur": "none"
},
"composition_geometry": {
"face_center": "approximately x=55%, y=31%",
"eye_line": "approximately y=28%",
"head_top": "approximately y=2%",
"mouth": "approximately y=43%",
"shoulder_line": "approximately y=60%",
"neckline": "approximately y=82%",
"corset_center": "approximately x=55%, y=91%",
"viewer_left_earring": "approximately x=27%, y=37%",
"fireplace": "left-rear background",
"sofa": "right-rear background",
"visual_balance": "bright subject contrasted against a dark elegant room"
},
"color_palette": {
"dominant_colors": [
"warm olive-gold",
"dark chestnut brown",
"champagne ivory",
"warm gold",
"charcoal",
"light gray",
"taupe"
],
"skin": "golden olive tan",
"hair": "deep chestnut espresso brown",
"top": "champagne ivory with a rose-beige undertone",
"earrings": "warm gold",
"background": "dark taupe and charcoal",
"sofa": "light gray",
"overall_saturation": "moderate",
"contrast": "moderately high",
"white_balance": "warm-neutral"
},
"image_texture": {
"skin": "fine pores, faint freckles, and small natural beauty marks",
"hair": "individual sleek strands and minimal soft flyaways",
"satin": "smooth woven sheen with fine tension folds",
"earrings": "polished gold-metal reflections",
"walls": "matte textured plaster",
"sofa": "soft woven upholstery",
"fireplace": "subtle stone or plaster texture"
},
"photographic_style": {
"genre": "beauty and fashion smartphone selfie",
"aesthetic": "luxury social-media portrait",
"realism": "extreme photorealism",
"retouching": "polished but believable",
"production_value": "personal phone photo with high-quality natural light",
"desired_result": "looks like a genuine high-resolution selfie captured near a window in an upscale living room"
},
"negative_prompt": [
"text",
"caption",
"white heart icon",
"social media UI",
"buttons",
"watermark",
"logo",
"screen overlay",
"extra people",
"different camera angle",
"full-body shot",
"side profile",
"heavy head tilt",
"long loose hair",
"curly hair",
"blonde hair",
"red hair",
"high ponytail",
"messy bun",
"missing face-framing strands",
"silver earrings",
"small stud earrings",
"hoop earrings",
"missing earrings",
"heavy contour",
"red lipstick",
"smoky black eye makeup",
"large smile",
"open mouth",
"looking away",
"black top",
"white t-shirt",
"sports bra",
"dress with sleeves",
"visible straps",
"bedroom",
"bathroom",
"kitchen",
"outdoor setting",
"bright background",
"studio backdrop",
"hard flash",
"cold blue lighting",
"dramatic cinematic shadows",
"extreme bokeh",
"fisheye distortion",
"plastic skin",
"over-smoothed face",
"over-sharpened pores",
"CGI",
"3D render",
"illustration",
"anime",
"cartoon",
"distorted anatomy",
"warped shoulders",
"asymmetrical eyes",
"deformed corset",
"exact facial copy of the reference person"
],
"final_generation_instruction": "Generate one extremely photorealistic vertical smartphone selfie using the supplied image only as a guide for composition, lighting, fashion mood, and upscale interior. Show a distinct adult woman centered close to the camera with warm olive-golden skin, hazel-brown almond eyes, full dark brows, soft peach-rose blush, long lashes, and muted dusty-rose nude lips. Her dark chestnut-brown hair has a deep side part and is pulled into a sleek low bun or tucked ponytail, with two long narrow face-framing strands beside her cheeks. Add large sculptural twisted oval gold earrings. Dress her in a pale champagne-ivory strapless satin corset bustier with subtle structured cups and visible seam construction. Frame the image from the top of the head to the lower upper torso, with the subject filling most of the image. Keep the dim upscale living room behind her: dark warm-gray walls, stone fireplace and framed artwork on the left, plush light-gray sectional sofa on the right, and a bright white door or window edge at the far right. Illuminate the subject with bright diffused frontal daylight so her face, shoulders, jewelry, and satin top glow while the room remains darker. Preserve realistic skin pores, faint freckles, natural smartphone HDR, mild phone-lens perspective, and crisp facial detail. Completely omit all text, buttons, hearts, watermarks, logos, interface graphics, and screen overlays."
}
Show more
ran Opus 5.5 and GPT-6 Sol side by side, here's what actually separates them
Opus 5.5:
- Anthropic's frontier model, beats Fable 5.1 across nearly every benchmark, agentic coding 66.4% vs 55.8%
- 40% cheaper than Opus 5, $4/$20 per million tokens
- noticeably less verbose, leads with the actual answer instead of burying it
- takes longer on complex tasks, 35 min and ~200K output tokens on a Blender scene, but the extra thinking shows in the output, full walkable game environments, near-exact SVG logo recreation
GPT-6 Sol:
- sits below GPT-6 Astra, a cheaper, faster tier, not OpenAI's top model
- $2/$10 per million tokens, a fraction of Astra's $10/$50
- deception rate dropped from 10% to 1.3% gen over gen
- hits a real chunk of Astra's performance at a much lower cost, ~30% on automation bench for about 25 cents where Astra-level performance runs closer to a dollar
the real fork isn't which model is smarter, it's what tier you're actually comparing
Opus 5.5 vs Sol 6: different weight classes, one's a flagship, one's a budget tier
Opus 5.5 vs Astra is the fairer fight, Opus 5.5 leads on coding depth and design quality, Astra stays cheaper and faster per task
for high-volume, low-complexity work: Sol or Luna. for tasks complex enough that longer thinking time pays off in output quality: Opus 5.5
Show more
ran Opus 5.5 and GPT-6 Sol side by side, here's what actually separates them
Opus 5.5:
- Anthropic's frontier model, beats Fable 5.1 across nearly every benchmark, agentic coding 66.4% vs 55.8%
- 40% cheaper than Opus 5, $4/$20 per million tokens
- noticeably less verbose, leads with the actual answer instead of burying it
- takes longer on complex tasks, 35 min and ~200K output tokens on a Blender scene, but the extra thinking shows in the output, full walkable game environments, near-exact SVG logo recreation
GPT-6 Sol:
- sits below GPT-6 Astra, a cheaper, faster tier, not OpenAI's top model
- $2/$10 per million tokens, a fraction of Astra's $10/$50
- deception rate dropped from 10% to 1.3% gen over gen
- hits a real chunk of Astra's performance at a much lower cost, ~30% on automation bench for about 25 cents where Astra-level performance runs closer to a dollar
the real fork isn't which model is smarter, it's what tier you're actually comparing
Opus 5.5 vs Sol 6: different weight classes, one's a flagship, one's a budget tier
Opus 5.5 vs Astra is the fairer fight, Opus 5.5 leads on coding depth and design quality, Astra stays cheaper and faster per task
for high-volume, low-complexity work: Sol or Luna. for tasks complex enough that longer thinking time pays off in output quality: Opus 5.5
Show more
built a full production app with opus 5.5 and jev...
fed it a url, it screenshots the site, scores it against a list of known patterns, and ships a shareable report
here's the actual pipeline:
- gemini flash takes the screenshot, that's the only vision step needed
- jev scores it against a fixed list of criteria in a fraction of a second, no text generation, just structured ratings
- opus 5.5 writes the entire app, front to back, off a single planning prompt
- product os turns the plan into a spec, then a roadmap, then working code, task by task
- code review, security audits, and testing happen automatically as it builds, not after
- a deploy checklist gets generated too, walks you through auth setup, hosting, env variables, step by step
- cost to run per scan lands in fractions of a cent, both models chosen specifically because they're cheap at their job
what actually makes this work: opus 5.5 handles everything generative, jev handles every decision that doesn't need generation, and neither model gets used for a job it's not built for
that split is why the whole thing runs on pennies instead of frontier-model pricing
pair that with a structured build system instead of one long freeform prompt, and a non-coder ships a live, secured, production app in an afternoon, not a sprint
Show more
built a full production app with opus 5.5 and jev...
fed it a url, it screenshots the site, scores it against a list of known patterns, and ships a shareable report
here's the actual pipeline:
- gemini flash takes the screenshot, that's the only vision step needed
- jev scores it against a fixed list of criteria in a fraction of a second, no text generation, just structured ratings
- opus 5.5 writes the entire app, front to back, off a single planning prompt
- product os turns the plan into a spec, then a roadmap, then working code, task by task
- code review, security audits, and testing happen automatically as it builds, not after
- a deploy checklist gets generated too, walks you through auth setup, hosting, env variables, step by step
- cost to run per scan lands in fractions of a cent, both models chosen specifically because they're cheap at their job
what actually makes this work: opus 5.5 handles everything generative, jev handles every decision that doesn't need generation, and neither model gets used for a job it's not built for
that split is why the whole thing runs on pennies instead of frontier-model pricing
pair that with a structured build system instead of one long freeform prompt, and a non-coder ships a live, secured, production app in an afternoon, not a sprint
Show more
Jev doesn't write text... and the pricing model only makes sense once you get why
$0.042 per million input tokens, output is free:
- jev never generates a sentence, it answers one of three question types: choice, score, or yes/no probability
- every model since chatgpt got optimized to be helpful in conversation, jev is optimized for the opposite... fast decisions under uncertainty
- parallel sampling instead of token-by-token generation, that's the actual reason output costs nothing
- 70-500ms end to end, 40 to 200x faster than a frontier model on the same task
- structured in, structured out... choice, score, null, the same primitives every automation pipeline already runs on
- built for the stuff current LLMs technically can do but were never optimized for... routing, sorting, filtering at scale
frontier models keep getting smarter at conversation, jev is betting the bigger opportunity was never in the chat window at all
Show more
Jev doesn't write text... and the pricing model only makes sense once you get why
$0.042 per million input tokens, output is free:
- jev never generates a sentence, it answers one of three question types: choice, score, or yes/no probability
- every model since chatgpt got optimized to be helpful in conversation, jev is optimized for the opposite... fast decisions under uncertainty
- parallel sampling instead of token-by-token generation, that's the actual reason output costs nothing
- 70-500ms end to end, 40 to 200x faster than a frontier model on the same task
- structured in, structured out... choice, score, null, the same primitives every automation pipeline already runs on
- built for the stuff current LLMs technically can do but were never optimized for... routing, sorting, filtering at scale
frontier models keep getting smarter at conversation, jev is betting the bigger opportunity was never in the chat window at all
Show more
Jev now decides which model actually renders your AI UGC ad...
higgsfield wired it in as the router, here's the actual pipeline:
- generate 100 AI avatars as candidates
- jev + deepseek filter that down to the 20 worth rendering
- render product UGC videos for those 20, in parallel
- for existing assets, jev filters and selects the best candidates first
- deepseek + higgsfield turn the selected assets into finished ad creatives
- for a single prompt, jev reads it and picks the right model for cost, speed, and quality before higgsfield's api generates anything
the actual shift: model choice stops being your decision and becomes its own step before render even starts
Show more
Jev now decides which model actually renders your AI UGC ad...
higgsfield wired it in as the router, here's the actual pipeline:
- generate 100 AI avatars as candidates
- jev + deepseek filter that down to the 20 worth rendering
- render product UGC videos for those 20, in parallel
- for existing assets, jev filters and selects the best candidates first
- deepseek + higgsfield turn the selected assets into finished ad creatives
- for a single prompt, jev reads it and picks the right model for cost, speed, and quality before higgsfield's api generates anything
the actual shift: model choice stops being your decision and becomes its own step before render even starts
Show more
GPT-Image 2.5 is incredible
using for AI UGC makes a lot of sense
here's the prompt:
{
"prompt_type": "photorealistic_reference_variation",
"objective": "Use the supplied reference photograph as a guide for the same close vertical smartphone selfie composition, lighting, upscale interior, crop, and polished social-media aesthetic. Create a visually similar image, but make the woman a distinct person with subtly different facial features, hairstyle details, jewelry, expression, and wardrobe color. Completely remove all text, icons, hearts, buttons, interface graphics, timestamps, watermarks, logos, or other on-screen elements.",
"reference_fidelity": {
"target": "high similarity in overall composition, camera perspective, lighting, setting, and fashion beauty aesthetic, while preserving a clearly distinct subject identity",
"priority_order": [
"overall vertical crop and composition",
"bright frontal daylight against a darker luxury living-room background",
"close upper-body smartphone selfie framing",
"warm luminous skin and polished soft-glam beauty styling",
"sleek dark updo with face-framing strands",
"elegant strapless satin bustier",
"large gold statement earrings",
"natural high-resolution smartphone-camera rendering"
],
"variation_instruction": "Do not replicate the exact face from the reference. Create a new adult woman with a slightly more heart-shaped face, softer jawline, hazel-brown eyes, a subtle closed-lip smile, a deep side-part hairstyle, and different sculptural gold earrings."
},
"canvas": {
"orientation": "portrait",
"aspect_ratio": "approximately 918:1588",
"framing": "tight vertical smartphone selfie",
"crop": "from just above the top of the hair to below the bust and upper torso",
"subject_scale": "large, occupying most of the frame",
"subject_alignment": "slightly right of center",
"camera_distance": "close arm's-length selfie distance",
"headroom": "very small",
"bottom_crop": "cuts through the lower torso and structured satin top",
"left_background": "fireplace and framed artwork softly visible",
"right_background": "soft sofa and doorway or window edge visible",
"instruction": "do not include any white heart icon or social-media interface graphics"
},
"scene": {
"location": "upscale dimly lit modern living room or lounge",
"time_of_day": "daytime with strong natural window light",
"mood": "polished, elegant, intimate, warm",
"visual_style": "authentic high-resolution smartphone beauty selfie",
"background_complexity": "moderate but visually subdued",
"environment": {
"walls": "dark warm taupe textured walls",
"fireplace": "minimal stone or plaster fireplace at left",
"sofa": "large soft light-gray sectional sofa in the rear-right",
"art": "large framed muted abstract artwork above or near the fireplace",
"lighting": "bright frontal daylight on the subject with a darker ambient interior behind"
}
},
"subject": {
"description": "a distinct adult woman taking a close front-facing selfie indoors",
"identity_instruction": "Create a naturally beautiful woman who is not an exact facial copy of any reference person.",
"position": "center foreground",
"body_visibility": "head, neck, shoulders, upper chest, and upper torso",
"pose": {
"head": "upright with a very slight turn toward viewer-right",
"torso": "mostly frontal",
"shoulders": "relaxed and bare",
"camera_arm": "extended toward camera outside the visible frame",
"posture": "upright, elegant, and composed"
},
"expression": {
"overall": "calm, confident, softly warm",
"mouth": "closed with a faint natural smile",
"lips": "softly relaxed",
"gaze": "directly into camera",
"brows": "relaxed but defined"
},
"skin": {
"tone": "warm medium olive-tan with a golden undertone",
"finish": "luminous satin glow",
"texture": "realistic fine skin texture with subtle pores",
"freckles_and_marks": "a few faint freckles and small natural beauty marks retained",
"highlights": "bright natural highlights on forehead, cheekbones, nose bridge, collarbones, shoulders, and chest",
"retouching": "light-to-moderate social-media processing, never plastic"
},
"face": {
"shape": "soft heart-oval shape with slightly higher cheekbones and a gently tapered jaw",
"forehead": "medium height",
"cheekbones": "defined but natural",
"jaw": "slender and softly sculpted",
"chin": "small and rounded",
"eyes": {
"shape": "almond-shaped",
"color": "warm hazel-brown",
"size": "medium",
"lashes": "long, curled, dark, cleanly separated",
"eyeliner": "very subtle brown-black lash-line enhancement",
"eyeshadow": "soft bronze-peach neutral tone",
"catchlights": "bright natural window reflections"
},
"eyebrows": {
"shape": "full with a soft natural arch",
"color": "deep brown",
"density": "medium-full",
"finish": "cleanly groomed and softly filled"
},
"nose": {
"shape": "straight and refined",
"bridge": "narrow-medium",
"tip": "softly rounded",
"highlight": "subtle centered highlight"
},
"lips": {
"shape": "full but natural",
"upper_lip": "defined cupid's bow",
"lower_lip": "slightly fuller",
"color": "muted dusty-rose nude",
"liner": "slightly deeper nude-pink",
"finish": "soft satin gloss"
},
"makeup": {
"style": "natural soft glam",
"foundation": "smooth radiant skin-like finish",
"bronzer": "warm subtle sculpting",
"blush": "soft peach-rose blush across cheeks",
"highlight": "controlled luminous sheen on cheekbones",
"eyes": "neutral bronze shadow with defined lashes",
"lips": "dusty nude rose"
}
}
},
"hair": {
"color": "dark chestnut brown, almost espresso",
"style": "sleek low bun or low tucked ponytail",
"part": "deep side part",
"texture": "smooth and glossy",
"crown": "softly controlled with a little natural volume",
"front_sections": "two long, slim face-framing strands left loose on both sides",
"left_face_strand": "a thin dark strand falls from the temple past the jaw toward the shoulder",
"right_face_strand": "a matching strand curves softly alongside the cheek toward the chest",
"back": "hair gathered into a neat low bun or tucked ponytail",
"flyaways": "minimal but realistic",
"shine": "soft warm highlights along dark strands"
},
"jewelry": {
"earrings": {
"type": "large sculptural twisted oval gold drop earrings",
"shape": "rounded organic vertical form, distinct from rectangular earrings",
"material": "polished warm gold metal",
"surface": "smooth reflective metal with subtle ridged detailing",
"size": "medium-large statement earrings",
"visibility": "viewer-left earring highly visible, opposite earring partially visible",
"finish": "bright reflective warm gold"
},
"necklace": "none visible"
},
"wardrobe": {
"top": {
"type": "strapless structured satin corset or bustier top",
"color": "pale champagne ivory with a soft rose-beige undertone",
"neckline": "straight to gently curved strapless neckline",
"construction": "boned corset-style structure with refined cup seams",
"cups": "shaped underwire-style satin cups",
"center": "subtle central vertical seam and structured paneling",
"fit": "close-fitting and supportive",
"material": "smooth satin",
"finish": "soft pearl-like sheen",
"wrinkles": "small realistic tension creases in satin",
"instruction": "preserve the elegant structured fashion silhouette without making the garment exaggerated or costume-like"
}
},
"body_and_pose": {
"shoulders": "bare and evenly lit",
"collarbones": "visible with soft natural highlights",
"upper_chest": "warm natural skin tone with subtle tonal variation",
"torso": "slightly angled but mostly frontal",
"left_arm": "partially visible near the lower-left edge, extended toward camera",
"right_side": "cropped close to shoulder and torso edge"
},
"background": {
"left": {
"fireplace": {
"type": "minimal traditional stone or plaster fireplace",
"color": "warm gray-beige",
"mantel": "thick simple mantel shelf",
"opening": "dark black fireplace opening",
"interior": "very dark"
},
"artwork": {
"type": "large framed monochrome or muted abstract artwork",
"position": "above the fireplace",
"frame": "light gray or off-white",
"content": "abstract forms only, no readable text"
}
},
"center_rear": {
"lighting": "small soft warm accent light near the wall",
"furniture": "dark low-profile furnishings partly obscured"
},
"right": {
"sofa": {
"type": "large plush sectional",
"color": "light gray",
"cushions": "soft oversized cushions",
"focus": "slightly out of focus"
},
"vertical_edge": {
"type": "bright door frame or window frame",
"color": "white",
"position": "far right edge"
}
}
},
"lighting": {
"type": "strong natural daylight from directly in front of the subject",
"primary_source": "large window or open doorway near the camera",
"direction": "front and slightly above",
"quality": "bright but diffused",
"contrast": "high subject-to-background contrast",
"subject": "face and upper body brightly illuminated",
"background": "intentionally darker and moodier",
"skin_effect": "warm luminous highlights without clipped whites",
"hair_effect": "subtle glossy reflections",
"satin_effect": "soft pearl sheen with gentle highlights",
"color_temperature": "neutral-warm daylight",
"shadow_style": "very soft facial shadows and deeper background shadows"
},
"camera": {
"device": "modern smartphone front-facing camera",
"orientation": "vertical portrait",
"lens": "standard wide selfie lens",
"focal_length_equivalent": "approximately 24-28mm",
"camera_height": "slightly above chest and near face level",
"camera_distance": "approximately 45-70 cm from face",
"perspective": "mild wide-angle smartphone perspective",
"focus": "sharpest on eyes and face",
"depth_of_field": "moderately deep but background naturally softer",
"image_quality": "high-resolution smartphone image",
"dynamic_range": "strong HDR preserving bright skin and dark room",
"processing": "subtle sharpening and noise reduction",
"grain": "very light realistic phone-sensor grain",
"motion_blur": "none"
},
"composition_geometry": {
"face_center": "approximately x=55%, y=31%",
"eye_line": "approximately y=28%",
"head_top": "approximately y=2%",
"mouth": "approximately y=43%",
"shoulder_line": "approximately y=60%",
"neckline": "approximately y=82%",
"corset_center": "approximately x=55%, y=91%",
"viewer_left_earring": "approximately x=27%, y=37%",
"fireplace": "left-rear background",
"sofa": "right-rear background",
"visual_balance": "bright subject contrasted against a dark elegant room"
},
"color_palette": {
"dominant_colors": [
"warm olive-gold",
"dark chestnut brown",
"champagne ivory",
"warm gold",
"charcoal",
"light gray",
"taupe"
],
"skin": "golden olive tan",
"hair": "deep chestnut espresso brown",
"top": "champagne ivory with a rose-beige undertone",
"earrings": "warm gold",
"background": "dark taupe and charcoal",
"sofa": "light gray",
"overall_saturation": "moderate",
"contrast": "moderately high",
"white_balance": "warm-neutral"
},
"image_texture": {
"skin": "fine pores, faint freckles, and small natural beauty marks",
"hair": "individual sleek strands and minimal soft flyaways",
"satin": "smooth woven sheen with fine tension folds",
"earrings": "polished gold-metal reflections",
"walls": "matte textured plaster",
"sofa": "soft woven upholstery",
"fireplace": "subtle stone or plaster texture"
},
"photographic_style": {
"genre": "beauty and fashion smartphone selfie",
"aesthetic": "luxury social-media portrait",
"realism": "extreme photorealism",
"retouching": "polished but believable",
"production_value": "personal phone photo with high-quality natural light",
"desired_result": "looks like a genuine high-resolution selfie captured near a window in an upscale living room"
},
"negative_prompt": [
"text",
"caption",
"white heart icon",
"social media UI",
"buttons",
"watermark",
"logo",
"screen overlay",
"extra people",
"different camera angle",
"full-body shot",
"side profile",
"heavy head tilt",
"long loose hair",
"curly hair",
"blonde hair",
"red hair",
"high ponytail",
"messy bun",
"missing face-framing strands",
"silver earrings",
"small stud earrings",
"hoop earrings",
"missing earrings",
"heavy contour",
"red lipstick",
"smoky black eye makeup",
"large smile",
"open mouth",
"looking away",
"black top",
"white t-shirt",
"sports bra",
"dress with sleeves",
"visible straps",
"bedroom",
"bathroom",
"kitchen",
"outdoor setting",
"bright background",
"studio backdrop",
"hard flash",
"cold blue lighting",
"dramatic cinematic shadows",
"extreme bokeh",
"fisheye distortion",
"plastic skin",
"over-smoothed face",
"over-sharpened pores",
"CGI",
"3D render",
"illustration",
"anime",
"cartoon",
"distorted anatomy",
"warped shoulders",
"asymmetrical eyes",
"deformed corset",
"exact facial copy of the reference person"
],
"final_generation_instruction": "Generate one extremely photorealistic vertical smartphone selfie using the supplied image only as a guide for composition, lighting, fashion mood, and upscale interior. Show a distinct adult woman centered close to the camera with warm olive-golden skin, hazel-brown almond eyes, full dark brows, soft peach-rose blush, long lashes, and muted dusty-rose nude lips. Her dark chestnut-brown hair has a deep side part and is pulled into a sleek low bun or tucked ponytail, with two long narrow face-framing strands beside her cheeks. Add large sculptural twisted oval gold earrings. Dress her in a pale champagne-ivory strapless satin corset bustier with subtle structured cups and visible seam construction. Frame the image from the top of the head to the lower upper torso, with the subject filling most of the image. Keep the dim upscale living room behind her: dark warm-gray walls, stone fireplace and framed artwork on the left, plush light-gray sectional sofa on the right, and a bright white door or window edge at the far right. Illuminate the subject with bright diffused frontal daylight so her face, shoulders, jewelry, and satin top glow while the room remains darker. Preserve realistic skin pores, faint freckles, natural smartphone HDR, mild phone-lens perspective, and crisp facial detail. Completely omit all text, buttons, hearts, watermarks, logos, interface graphics, and screen overlays."
}
Show more
GPT-Image 2.5 is incredible
using for AI UGC makes a lot of sense
here's the prompt:
{
"prompt_type": "photorealistic_reference_variation",
"objective": "Use the supplied reference photograph as a guide for the same close vertical smartphone selfie composition, lighting, upscale interior, crop, and polished social-media aesthetic. Create a visually similar image, but make the woman a distinct person with subtly different facial features, hairstyle details, jewelry, expression, and wardrobe color. Completely remove all text, icons, hearts, buttons, interface graphics, timestamps, watermarks, logos, or other on-screen elements.",
"reference_fidelity": {
"target": "high similarity in overall composition, camera perspective, lighting, setting, and fashion beauty aesthetic, while preserving a clearly distinct subject identity",
"priority_order": [
"overall vertical crop and composition",
"bright frontal daylight against a darker luxury living-room background",
"close upper-body smartphone selfie framing",
"warm luminous skin and polished soft-glam beauty styling",
"sleek dark updo with face-framing strands",
"elegant strapless satin bustier",
"large gold statement earrings",
"natural high-resolution smartphone-camera rendering"
],
"variation_instruction": "Do not replicate the exact face from the reference. Create a new adult woman with a slightly more heart-shaped face, softer jawline, hazel-brown eyes, a subtle closed-lip smile, a deep side-part hairstyle, and different sculptural gold earrings."
},
"canvas": {
"orientation": "portrait",
"aspect_ratio": "approximately 918:1588",
"framing": "tight vertical smartphone selfie",
"crop": "from just above the top of the hair to below the bust and upper torso",
"subject_scale": "large, occupying most of the frame",
"subject_alignment": "slightly right of center",
"camera_distance": "close arm's-length selfie distance",
"headroom": "very small",
"bottom_crop": "cuts through the lower torso and structured satin top",
"left_background": "fireplace and framed artwork softly visible",
"right_background": "soft sofa and doorway or window edge visible",
"instruction": "do not include any white heart icon or social-media interface graphics"
},
"scene": {
"location": "upscale dimly lit modern living room or lounge",
"time_of_day": "daytime with strong natural window light",
"mood": "polished, elegant, intimate, warm",
"visual_style": "authentic high-resolution smartphone beauty selfie",
"background_complexity": "moderate but visually subdued",
"environment": {
"walls": "dark warm taupe textured walls",
"fireplace": "minimal stone or plaster fireplace at left",
"sofa": "large soft light-gray sectional sofa in the rear-right",
"art": "large framed muted abstract artwork above or near the fireplace",
"lighting": "bright frontal daylight on the subject with a darker ambient interior behind"
}
},
"subject": {
"description": "a distinct adult woman taking a close front-facing selfie indoors",
"identity_instruction": "Create a naturally beautiful woman who is not an exact facial copy of any reference person.",
"position": "center foreground",
"body_visibility": "head, neck, shoulders, upper chest, and upper torso",
"pose": {
"head": "upright with a very slight turn toward viewer-right",
"torso": "mostly frontal",
"shoulders": "relaxed and bare",
"camera_arm": "extended toward camera outside the visible frame",
"posture": "upright, elegant, and composed"
},
"expression": {
"overall": "calm, confident, softly warm",
"mouth": "closed with a faint natural smile",
"lips": "softly relaxed",
"gaze": "directly into camera",
"brows": "relaxed but defined"
},
"skin": {
"tone": "warm medium olive-tan with a golden undertone",
"finish": "luminous satin glow",
"texture": "realistic fine skin texture with subtle pores",
"freckles_and_marks": "a few faint freckles and small natural beauty marks retained",
"highlights": "bright natural highlights on forehead, cheekbones, nose bridge, collarbones, shoulders, and chest",
"retouching": "light-to-moderate social-media processing, never plastic"
},
"face": {
"shape": "soft heart-oval shape with slightly higher cheekbones and a gently tapered jaw",
"forehead": "medium height",
"cheekbones": "defined but natural",
"jaw": "slender and softly sculpted",
"chin": "small and rounded",
"eyes": {
"shape": "almond-shaped",
"color": "warm hazel-brown",
"size": "medium",
"lashes": "long, curled, dark, cleanly separated",
"eyeliner": "very subtle brown-black lash-line enhancement",
"eyeshadow": "soft bronze-peach neutral tone",
"catchlights": "bright natural window reflections"
},
"eyebrows": {
"shape": "full with a soft natural arch",
"color": "deep brown",
"density": "medium-full",
"finish": "cleanly groomed and softly filled"
},
"nose": {
"shape": "straight and refined",
"bridge": "narrow-medium",
"tip": "softly rounded",
"highlight": "subtle centered highlight"
},
"lips": {
"shape": "full but natural",
"upper_lip": "defined cupid's bow",
"lower_lip": "slightly fuller",
"color": "muted dusty-rose nude",
"liner": "slightly deeper nude-pink",
"finish": "soft satin gloss"
},
"makeup": {
"style": "natural soft glam",
"foundation": "smooth radiant skin-like finish",
"bronzer": "warm subtle sculpting",
"blush": "soft peach-rose blush across cheeks",
"highlight": "controlled luminous sheen on cheekbones",
"eyes": "neutral bronze shadow with defined lashes",
"lips": "dusty nude rose"
}
}
},
"hair": {
"color": "dark chestnut brown, almost espresso",
"style": "sleek low bun or low tucked ponytail",
"part": "deep side part",
"texture": "smooth and glossy",
"crown": "softly controlled with a little natural volume",
"front_sections": "two long, slim face-framing strands left loose on both sides",
"left_face_strand": "a thin dark strand falls from the temple past the jaw toward the shoulder",
"right_face_strand": "a matching strand curves softly alongside the cheek toward the chest",
"back": "hair gathered into a neat low bun or tucked ponytail",
"flyaways": "minimal but realistic",
"shine": "soft warm highlights along dark strands"
},
"jewelry": {
"earrings": {
"type": "large sculptural twisted oval gold drop earrings",
"shape": "rounded organic vertical form, distinct from rectangular earrings",
"material": "polished warm gold metal",
"surface": "smooth reflective metal with subtle ridged detailing",
"size": "medium-large statement earrings",
"visibility": "viewer-left earring highly visible, opposite earring partially visible",
"finish": "bright reflective warm gold"
},
"necklace": "none visible"
},
"wardrobe": {
"top": {
"type": "strapless structured satin corset or bustier top",
"color": "pale champagne ivory with a soft rose-beige undertone",
"neckline": "straight to gently curved strapless neckline",
"construction": "boned corset-style structure with refined cup seams",
"cups": "shaped underwire-style satin cups",
"center": "subtle central vertical seam and structured paneling",
"fit": "close-fitting and supportive",
"material": "smooth satin",
"finish": "soft pearl-like sheen",
"wrinkles": "small realistic tension creases in satin",
"instruction": "preserve the elegant structured fashion silhouette without making the garment exaggerated or costume-like"
}
},
"body_and_pose": {
"shoulders": "bare and evenly lit",
"collarbones": "visible with soft natural highlights",
"upper_chest": "warm natural skin tone with subtle tonal variation",
"torso": "slightly angled but mostly frontal",
"left_arm": "partially visible near the lower-left edge, extended toward camera",
"right_side": "cropped close to shoulder and torso edge"
},
"background": {
"left": {
"fireplace": {
"type": "minimal traditional stone or plaster fireplace",
"color": "warm gray-beige",
"mantel": "thick simple mantel shelf",
"opening": "dark black fireplace opening",
"interior": "very dark"
},
"artwork": {
"type": "large framed monochrome or muted abstract artwork",
"position": "above the fireplace",
"frame": "light gray or off-white",
"content": "abstract forms only, no readable text"
}
},
"center_rear": {
"lighting": "small soft warm accent light near the wall",
"furniture": "dark low-profile furnishings partly obscured"
},
"right": {
"sofa": {
"type": "large plush sectional",
"color": "light gray",
"cushions": "soft oversized cushions",
"focus": "slightly out of focus"
},
"vertical_edge": {
"type": "bright door frame or window frame",
"color": "white",
"position": "far right edge"
}
}
},
"lighting": {
"type": "strong natural daylight from directly in front of the subject",
"primary_source": "large window or open doorway near the camera",
"direction": "front and slightly above",
"quality": "bright but diffused",
"contrast": "high subject-to-background contrast",
"subject": "face and upper body brightly illuminated",
"background": "intentionally darker and moodier",
"skin_effect": "warm luminous highlights without clipped whites",
"hair_effect": "subtle glossy reflections",
"satin_effect": "soft pearl sheen with gentle highlights",
"color_temperature": "neutral-warm daylight",
"shadow_style": "very soft facial shadows and deeper background shadows"
},
"camera": {
"device": "modern smartphone front-facing camera",
"orientation": "vertical portrait",
"lens": "standard wide selfie lens",
"focal_length_equivalent": "approximately 24-28mm",
"camera_height": "slightly above chest and near face level",
"camera_distance": "approximately 45-70 cm from face",
"perspective": "mild wide-angle smartphone perspective",
"focus": "sharpest on eyes and face",
"depth_of_field": "moderately deep but background naturally softer",
"image_quality": "high-resolution smartphone image",
"dynamic_range": "strong HDR preserving bright skin and dark room",
"processing": "subtle sharpening and noise reduction",
"grain": "very light realistic phone-sensor grain",
"motion_blur": "none"
},
"composition_geometry": {
"face_center": "approximately x=55%, y=31%",
"eye_line": "approximately y=28%",
"head_top": "approximately y=2%",
"mouth": "approximately y=43%",
"shoulder_line": "approximately y=60%",
"neckline": "approximately y=82%",
"corset_center": "approximately x=55%, y=91%",
"viewer_left_earring": "approximately x=27%, y=37%",
"fireplace": "left-rear background",
"sofa": "right-rear background",
"visual_balance": "bright subject contrasted against a dark elegant room"
},
"color_palette": {
"dominant_colors": [
"warm olive-gold",
"dark chestnut brown",
"champagne ivory",
"warm gold",
"charcoal",
"light gray",
"taupe"
],
"skin": "golden olive tan",
"hair": "deep chestnut espresso brown",
"top": "champagne ivory with a rose-beige undertone",
"earrings": "warm gold",
"background": "dark taupe and charcoal",
"sofa": "light gray",
"overall_saturation": "moderate",
"contrast": "moderately high",
"white_balance": "warm-neutral"
},
"image_texture": {
"skin": "fine pores, faint freckles, and small natural beauty marks",
"hair": "individual sleek strands and minimal soft flyaways",
"satin": "smooth woven sheen with fine tension folds",
"earrings": "polished gold-metal reflections",
"walls": "matte textured plaster",
"sofa": "soft woven upholstery",
"fireplace": "subtle stone or plaster texture"
},
"photographic_style": {
"genre": "beauty and fashion smartphone selfie",
"aesthetic": "luxury social-media portrait",
"realism": "extreme photorealism",
"retouching": "polished but believable",
"production_value": "personal phone photo with high-quality natural light",
"desired_result": "looks like a genuine high-resolution selfie captured near a window in an upscale living room"
},
"negative_prompt": [
"text",
"caption",
"white heart icon",
"social media UI",
"buttons",
"watermark",
"logo",
"screen overlay",
"extra people",
"different camera angle",
"full-body shot",
"side profile",
"heavy head tilt",
"long loose hair",
"curly hair",
"blonde hair",
"red hair",
"high ponytail",
"messy bun",
"missing face-framing strands",
"silver earrings",
"small stud earrings",
"hoop earrings",
"missing earrings",
"heavy contour",
"red lipstick",
"smoky black eye makeup",
"large smile",
"open mouth",
"looking away",
"black top",
"white t-shirt",
"sports bra",
"dress with sleeves",
"visible straps",
"bedroom",
"bathroom",
"kitchen",
"outdoor setting",
"bright background",
"studio backdrop",
"hard flash",
"cold blue lighting",
"dramatic cinematic shadows",
"extreme bokeh",
"fisheye distortion",
"plastic skin",
"over-smoothed face",
"over-sharpened pores",
"CGI",
"3D render",
"illustration",
"anime",
"cartoon",
"distorted anatomy",
"warped shoulders",
"asymmetrical eyes",
"deformed corset",
"exact facial copy of the reference person"
],
"final_generation_instruction": "Generate one extremely photorealistic vertical smartphone selfie using the supplied image only as a guide for composition, lighting, fashion mood, and upscale interior. Show a distinct adult woman centered close to the camera with warm olive-golden skin, hazel-brown almond eyes, full dark brows, soft peach-rose blush, long lashes, and muted dusty-rose nude lips. Her dark chestnut-brown hair has a deep side part and is pulled into a sleek low bun or tucked ponytail, with two long narrow face-framing strands beside her cheeks. Add large sculptural twisted oval gold earrings. Dress her in a pale champagne-ivory strapless satin corset bustier with subtle structured cups and visible seam construction. Frame the image from the top of the head to the lower upper torso, with the subject filling most of the image. Keep the dim upscale living room behind her: dark warm-gray walls, stone fireplace and framed artwork on the left, plush light-gray sectional sofa on the right, and a bright white door or window edge at the far right. Illuminate the subject with bright diffused frontal daylight so her face, shoulders, jewelry, and satin top glow while the room remains darker. Preserve realistic skin pores, faint freckles, natural smartphone HDR, mild phone-lens perspective, and crisp facial detail. Completely omit all text, buttons, hearts, watermarks, logos, interface graphics, and screen overlays."
}
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edit videos using GPT-6 Astra and Hyperframes | full guide
- set up codex, point it at hyperframes, an editor built for AI agents
- organize the project like a real editor's brief... footage, b-roll, style references
- write a real brief, not a vague prompt
- first cut trims dead space fine, but motion graphics come out generic
- vague feedback like "boring" gets you nowhere, name the exact effect
- reverse-engineer any reference image's style with claude first, feed that into the prompt
- describe how footage was "captured," skip it and it blends into generic AI slop
- save the trained style as a reusable skill for next time
took 3-4 hours and a stack of feedback documents to get here..
Show more
edit videos using GPT-6 Astra and Hyperframes | full guide
- set up codex, point it at hyperframes, an editor built for AI agents
- organize the project like a real editor's brief... footage, b-roll, style references
- write a real brief, not a vague prompt
- first cut trims dead space fine, but motion graphics come out generic
- vague feedback like "boring" gets you nowhere, name the exact effect
- reverse-engineer any reference image's style with claude first, feed that into the prompt
- describe how footage was "captured," skip it and it blends into generic AI slop
- save the trained style as a reusable skill for next time
took 3-4 hours and a stack of feedback documents to get here..
Show more
GPT Image 2.5 Flare might be the most realistic model that's dropped this year...
tested it against the hype myself, here's what actually stood out:
- skin texture holds up close, pores, peach fuzz, uneven tone, the stuff that usually breaks realism
- lighting reads as genuinely photographed, not rendered... warm daylight, indoor ambient, both hold correctly
- phone-camera artifacts nail themselves, grain, natural dynamic range, no filter look
- depth of field behaves right, sharp subject, soft background, no obvious falloff error
- long, detailed prompts actually get followed, outfit details, jewelry, expression, all landing
- candid poses look candid, not the usual stiff AI-generated symmetry
the lighting and texture out of the box is what actually surprised people, not the prompt-following
Show more
GPT Image 2.5 Flare might be the most realistic model that's dropped this year...
tested it against the hype myself, here's what actually stood out:
- skin texture holds up close, pores, peach fuzz, uneven tone, the stuff that usually breaks realism
- lighting reads as genuinely photographed, not rendered... warm daylight, indoor ambient, both hold correctly
- phone-camera artifacts nail themselves, grain, natural dynamic range, no filter look
- depth of field behaves right, sharp subject, soft background, no obvious falloff error
- long, detailed prompts actually get followed, outfit details, jewelry, expression, all landing
- candid poses look candid, not the usual stiff AI-generated symmetry
the lighting and texture out of the box is what actually surprised people, not the prompt-following
Show more
stopped filming AI UGC entirely... GPT-6 Astra remakes whatever's already winning
feed it a proven ad and your product, it rebuilds the whole thing from scratch
here's the actual pipeline:
- pull the best-performing UGC or meta ads in any niche, filtered by views, likes, region
- run it through a content analyzer, breaks down the whole video structure in under a minute
- feed that breakdown to astra with a description of your own product
- astra rewrites the script and scenes around your product, same structure, new content
- generate each scene as an image first, then animate them with timestamps
- final edit runs through a video-editing skill, stitches everything into one finished cut
- works in 35+ languages, so a winning ad from one market rebuilds in another automatically
a video that used to take days to plan and shoot now takes under 20 minutes and zero cameras
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