bukasa4/prompts.chat huggingface dataset:
Act: Nightclub Booth Flash (half-body, party candids)

{
  "category": "NIGHTCLUB_BOOTH_FLASH",
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking, nightlife vibe.",
    "hair": {
      "color": "Dark brown",
      "style": "Slightly messy, night-out texture",
      "texture": "Strands visible, slight shine",
      "movement": "Hair slightly displaced as if dancing"
    },
    "face": {
      "eyes": "Bright, playful",
      "skin_details": "Real texture, slight flash shine",
      "makeup": "Night-out natural glam"
    },
    "clothing": {
      "outfit": "Trendy black outfit, no logos",
      "fabric": "Realistic fabric sheen (not plastic)"
    },
    "accessories": {
      "jewelry": ["Silver hoops"],
      "props": ["Simple drink glass (no labels)"]
    }
  },
  "pose": {
    "type": "Half-body candid booth shot",
    "orientation": "Leaning slightly toward camera",
    "hands": "One hand holding glass, other brushing hair back",
    "gaze": "Direct eye contact",
    "expression": "Playful smirk"
  },
  "setting": {
    "environment": "Nightclub booth",
    "background_elements": [
      "Colored lights bokeh",
      "Soft atmospheric haze (not smoke)",
      "Crowd silhouettes blurred (no faces identifiable)"
    ],
    "depth": "Face sharp, background bokeh heavy"
  },
  "camera": {
    "shot_type": "Half-body nightlife portrait",
    "angle": "Eye-level, handheld",
    "focal_length_equivalent": "26mm phone night mode",
    "framing": "4:5",
    "focus": "Eyes sharp, background soft"
  },
  "lighting": {
    "source": "Phone flash + ambient club lights",
    "highlights": "Flash pop on face, realistic shine",
    "shadows": "Soft but contrasty nightlife look"
  },
  "mood_and_expression": {
    "tone": "Fun, confident, candid",
    "atmosphere": "Energetic nightlife"
  },
  "style_and_realism": {
    "style": "Photorealistic party UGC",
    "imperfections": "Grain, slight blur in background"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Noticeable but realistic low-light noise",
    "motion_blur": "Minimal; allowed in background only"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "readable signage", "logos", "watermark",
    "plastic skin", "cgi",
    "extra limbs", "warped hands"
  ]
}
Act: Studio Beauty Editorial (close-up, pro)

{
  "category": "STUDIO_BEAUTY_EDITORIAL_CLOSEUP",
  "subject": {
    "demographics": "Adult woman, 21-27, Turkish-looking, beauty campaign vibe.",
    "hair": {
      "color": "Dark brown",
      "style": "Sleek but natural (not helmet hair)",
      "texture": "Individual strands visible, subtle flyaways"
    },
    "face": {
      "shape": "Soft oval",
      "eyes": "Sharp catchlights, clean lashes",
      "makeup": "Clean glam, subtle contour, natural lip",
      "skin_details": "High fidelity pores, no airbrush",
      "micro_details": "Fine vellus hairs visible under light"
    },
    "clothing": {
      "outfit": "Minimal black top, no logos"
    },
    "accessories": {
      "jewelry": ["Silver hoops"]
    }
  },
  "pose": {
    "type": "Beauty close-up",
    "orientation": "Frontal close-up",
    "hands": "One hand lightly framing jawline (perfect anatomy)",
    "gaze": "Direct eye contact",
    "expression": "Neutral confident"
  },
  "setting": {
    "environment": "Studio seamless background",
    "background_elements": ["Clean gradient backdrop, no texture distractions"],
    "depth": "Very shallow background distraction, subject isolated"
  },
  "camera": {
    "shot_type": "Close-up portrait",
    "angle": "Eye-level",
    "focal_length_equivalent": "85mm editorial portrait feel",
    "framing": "4:5 (tight head-and-shoulders)",
    "focus": "Eyes razor sharp, skin texture preserved"
  },
  "lighting": {
    "source": "Softbox key + gentle fill + subtle rim",
    "direction": "Key slightly above and to one side",
    "highlights": "Clean speculars, not oily",
    "shadows": "Soft, sculpted, premium"
  },
  "mood_and_expression": {
    "tone": "Premium, elegant, calm",
    "atmosphere": "High-end beauty campaign"
  },
  "style_and_realism": {
    "style": "Photoreal editorial",
    "fidelity": "Extremely high detail, no smoothing"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Very low",
    "resolution": "High"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "airbrushed skin", "plastic face", "cgi",
    "extra fingers", "warped hands",
    "readable text", "logos", "watermark"
  ]
}
Act: Beach Walk Golden Hour (full-body, travel)

{
  "category": "BEACH_WALK_GOLDEN_HOUR_FULLBODY",
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking, travel influencer vibe.",
    "hair": {
      "color": "Dark brown",
      "style": "Loose waves, wind-touched",
      "texture": "Natural strands, flyaways",
      "movement": "Hair moving lightly with sea breeze"
    },
    "face": {
      "eyes": "Happy, squinting slightly in sun",
      "skin_details": "Realistic texture, sun-kissed glow (not oily)",
      "makeup": "Minimal beach look"
    },
    "clothing": {
      "outfit": "Linen dress or beach cover-up (no logos)",
      "fabric": "Linen weave visible, gentle wrinkles",
      "movement": "Dress hem moving naturally"
    },
    "accessories": {
      "jewelry": ["Silver hoops"]
    }
  },
  "pose": {
    "type": "Full-body walking candid",
    "orientation": "Mid-step along shoreline",
    "hands": "One hand holding dress hem, other brushing hair back",
    "gaze": "Looking down laughing, then glancing toward camera vibe",
    "posture": "Carefree, relaxed"
  },
  "setting": {
    "environment": "Beach shoreline",
    "background_elements": [
      "Soft sunset reflections on water",
      "Footprints in sand",
      "Subtle haze (natural sea air, not smoke)"
    ],
    "depth": "Subject sharp, background softly blurred"
  },
  "camera": {
    "shot_type": "Full-body travel photo",
    "angle": "Eye-level",
    "focal_length_equivalent": "26mm phone or 35mm editorial",
    "framing": "4:5",
    "focus": "Face readable; motion blur minimal"
  },
  "lighting": {
    "source": "Golden hour sunlight",
    "direction": "Back/side rim light on hair and shoulders",
    "highlights": "Controlled sun flare",
    "shadows": "Soft, warm"
  },
  "mood_and_expression": {
    "tone": "Dreamy, carefree, warm",
    "expression": "Natural laughter",
    "atmosphere": "Wanderlust candid"
  },
  "style_and_realism": {
    "style": "Photoreal travel influencer",
    "imperfections": "Slight motion blur on dress hem allowed; face stays detailed"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Low to mild",
    "motion_blur": "Subtle in fabric only"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "watergun splash", "fake water texture",
    "extra limbs", "warped horizon",
    "readable text", "logos", "watermark"
  ]
}
Act: Tech Desk “Builder” (half-body, cozy monitor glow)

{
  "category": "TECH_DESK_BUILDER_HALF_BODY",
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking, creator vibe.",
    "hair": {
      "color": "Dark brown",
      "style": "Low ponytail or loose waves",
      "texture": "Strands visible, slight flyaways"
    },
    "face": {
      "eyes": "Focused but friendly",
      "skin_details": "Real texture, no smoothing",
      "makeup": "Minimal"
    },
    "clothing": {
      "outfit": "Casual black top + light cardigan, no logos",
      "fabric": "Real knit weave, subtle wrinkles"
    },
    "accessories": {
      "jewelry": ["Silver hoops"]
    }
  },
  "pose": {
    "type": "Half-body seated",
    "orientation": "Body slightly angled, shoulders relaxed",
    "hands": "One hand near trackpad, other tucking hair behind ear",
    "gaze": "Looking at camera with small smirk",
    "posture": "Relaxed confident"
  },
  "setting": {
    "environment": "Minimal desk setup",
    "background_elements": [
      "Laptop/monitor with generic blurred UI (NO readable text)",
      "Warm desk lamp + cool monitor glow mix",
      "Plant in corner, small clutter blurred"
    ],
    "depth": "Face sharp, background bokeh"
  },
  "camera": {
    "shot_type": "Half-body lifestyle portrait",
    "angle": "Slightly above eye level",
    "focal_length_equivalent": "26mm phone or 50mm pro",
    "framing": "4:5",
    "focus": "Eyes sharp"
  },
  "lighting": {
    "source": "Warm lamp + cool monitor glow",
    "direction": "Soft mixed lighting with gentle shadows",
    "highlights": "Natural facial speculars",
    "shadows": "Soft, realistic"
  },
  "mood_and_expression": {
    "tone": "Cozy creator, confident",
    "expression": "Micro-smirk",
    "atmosphere": "Late-night build session vibe"
  },
  "style_and_realism": {
    "style": "Photorealistic lifestyle",
    "imperfections": "Mild noise, slight imperfect WB"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Mild",
    "resolution": "High"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true,
    "no_readable_screens": true
  },
  "negative_prompt": [
    "readable UI text", "logos", "watermark",
    "plastic skin", "cgi",
    "extra fingers", "warped hands"
  ]
}
Act: Restaurant Candle Close-up (intimate, not explicit)

{
  "category": "CANDLELIT_RESTAURANT_CLOSEUP",
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking.",
    "hair": {
      "color": "Dark brown",
      "style": "Loose, softly styled",
      "texture": "Real strands, gentle shine"
    },
    "face": {
      "eyes": "Soft eye contact, warm highlights",
      "makeup": "Natural glam, subtle liner",
      "skin_details": "Real pores, warm glow from candle"
    },
    "clothing": {
      "outfit": "Simple elegant black top/dress (no logos)"
    },
    "accessories": {
      "jewelry": ["Silver hoops"]
    }
  },
  "pose": {
    "type": "Close-up seated",
    "orientation": "Face toward camera",
    "hands": "One hand supporting chin, fingers relaxed",
    "gaze": "Direct eye contact",
    "expression": "Calm confident micro-smile"
  },
  "setting": {
    "environment": "Restaurant table",
    "background_elements": [
      "Candle flame bokeh",
      "Glass reflections",
      "Soft background blur (no readable signage)"
    ],
    "depth": "Face sharp, background creamy"
  },
  "camera": {
    "shot_type": "Close-up portrait",
    "angle": "Eye-level",
    "focal_length_equivalent": "50-85mm pro feel or 26mm phone variant",
    "framing": "4:5, tight crop",
    "focus": "Eyes extremely sharp"
  },
  "lighting": {
    "source": "Candle + warm ambient",
    "direction": "Warm side/front",
    "highlights": "Soft specular on lips and eyes",
    "shadows": "Gentle, flattering"
  },
  "mood_and_expression": {
    "tone": "Intimate, elegant, confident",
    "atmosphere": "Warm, cinematic"
  },
  "style_and_realism": {
    "style": "Photoreal IG portrait",
    "imperfections": "Slight grain acceptable"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Mild low-light grain"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "fake flames", "cgi",
    "plastic skin", "over-smoothing",
    "extra fingers", "warped hands",
    "readable text", "logos", "watermark"
  ]
}
Act: Minimal Studio “iPhone Candid” (pro-quality but awkward framing)

{
  "category": "STUDIO_IPHONE_CANDID_AWKWARD_FRAMING",
  "subject": {
    "demographics": "Adult woman, 21-27, Turkish-looking, youthful vibe but adult.",
    "hair": {
      "color": "Dark brown",
      "style": "Natural loose waves",
      "texture": "Strands visible, slight flyaways"
    },
    "face": {
      "eyes": "Bright, direct",
      "skin_details": "High fidelity pores, no smoothing",
      "makeup": "Clean natural"
    },
    "clothing": {
      "outfit": "Simple black top (no logos)"
    },
    "accessories": {
      "jewelry": ["Silver hoops"]
    }
  },
  "pose": {
    "type": "Close-up/half-body candid",
    "orientation": "Slightly too-close crop, imperfect framing",
    "hands": "One hand briefly in frame near hairline (fingers correct)",
    "gaze": "Direct eye contact",
    "expression": "Playful micro-smile"
  },
  "setting": {
    "environment": "Plain studio wall",
    "background_elements": [
      "Subtle wall texture",
      "No props"
    ],
    "depth": "Face sharp, background soft"
  },
  "camera": {
    "shot_type": "Phone-candid look in a clean space",
    "angle": "Slightly above eye-level",
    "focal_length_equivalent": "26mm phone feel",
    "framing": "4:5 with awkward crop (slightly cutting hair/top space)",
    "focus": "Eyes sharp"
  },
  "lighting": {
    "source": "Soft diffused key light",
    "direction": "Front/side gentle",
    "quality": "Natural, not glossy"
  },
  "mood_and_expression": {
    "tone": "Candid, playful, everyday",
    "atmosphere": "Looks unplanned but still flattering"
  },
  "style_and_realism": {
    "style": "Photoreal UGC",
    "imperfections": "Tiny noise, imperfect composition"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Mild"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "over-retouch", "beauty filter",
    "plastic skin", "cgi",
    "extra fingers", "warped hands",
    "readable text", "logos", "watermark"
  ]
}
Act: “Blue Hour Bridge” (full-body, cinematic but still IG)

{
  "category": "BLUE_HOUR_BRIDGE_FULLBODY",
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking, calm confident vibe.",
    "hair": {
      "color": "Dark brown",
      "style": "Loose waves, slightly wind-touched",
      "texture": "Individual strands visible",
      "movement": "Small motion in hair tips"
    },
    "face": {
      "eyes": "Calm direct gaze",
      "skin_details": "Natural texture, no smoothing"
    },
    "clothing": {
      "outfit": "Minimal black coat + fitted top, no logos",
      "fabric": "Coat texture visible, slight wrinkles"
    },
    "accessories": {
      "jewelry": ["Silver hoops"]
    }
  },
  "pose": {
    "type": "Full-body leaning on railing",
    "orientation": "Body angled, head turned to camera",
    "hands": "Hands resting on railing, fingers correct",
    "gaze": "Direct eye contact",
    "expression": "Neutral calm confidence"
  },
  "setting": {
    "environment": "Bridge at blue hour",
    "background_elements": [
      "City lights bokeh",
      "Cool dusk ambience",
      "Railing texture visible"
    ],
    "depth": "Subject sharp, background bokeh"
  },
  "camera": {
    "shot_type": "Full-body portrait",
    "angle": "Eye-level",
    "focal_length_equivalent": "35mm editorial",
    "framing": "4:5, subject off-center",
    "focus": "Face sharp, background creamy"
  },
  "lighting": {
    "source": "Ambient dusk + city light bounce",
    "direction": "Soft front fill from environment",
    "highlights": "Controlled, subtle"
  },
  "mood_and_expression": {
    "tone": "Cinematic, calm, premium",
    "atmosphere": "Blue hour dreamy realism"
  },
  "style_and_realism": {
    "style": "Photoreal social/editorial",
    "imperfections": "Slight low-light noise allowed"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "noise": "Mild low-light grain"
  },
  "constraints": {
    "adult_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "fake skyline", "cgi",
    "plastic skin", "over-smoothing",
    "extra fingers", "warped railing",
    "readable text", "logos", "watermark"
  ]
}
Act: Passenger Seat Car Selfie (golden hour, candid)

{
  "category": "CAR_PASSENGER_SEAT_SELFIE",
  "identity_lock": {
    "enabled": true,
    "priority": "ABSOLUTE_MAX",
    "instruction": "Lock identity to reference image exactly. Preserve face proportions, features, and skin tone. Adult 21+ only."
  },
  "subject": {
    "demographics": "Adult woman, 21-29, Turkish-looking (match reference).",
    "hair": {
      "color": "Match reference.",
      "style": "Loose, slightly wind-touched",
      "texture": "Individual strands visible; a few flyaways",
      "movement": "Hair resting on shoulder with subtle motion"
    },
    "face": {
      "eyes": "Exact reference shape; bright catchlights from window",
      "skin_details": "Pores visible, warm glow; no smoothing",
      "micro_details": "Preserve marks exactly"
    },
    "clothing": {
      "top": "Casual black top or hoodie (no logos/text)",
      "texture": "Cotton weave visible"
    },
    "accessories": {
      "jewelry": ["Small silver hoops"]
    }
  },
  "pose": {
    "type": "Handheld selfie vibe (do not show phone)",
    "orientation": "Close-up to half-body",
    "head_position": "Slight tilt toward window light",
    "limbs": "One arm implied holding camera out of frame",
    "gaze": "Direct eye contact",
    "expression": "Confident relaxed pout (subtle, not exaggerated)"
  },
  "setting": {
    "environment": "Car passenger seat",
    "background_elements": [
      "Seat fabric texture visible",
      "Window light streaks",
      "Outside scenery blurred (no readable signs)"
    ],
    "depth": "Face sharp; background soft blur"
  },
  "camera": {
    "shot_type": "Selfie-style portrait",
    "angle": "Slightly above eye level",
    "focal_length_equivalent": "24-28mm smartphone wide",
    "framing": "3:4 or 4:5, chest-up crop",
    "focus": "Eyes sharp; slight fall-off at shoulders"
  },
  "lighting": {
    "source": "Golden hour sunlight through car window",
    "direction": "Side/front warm",
    "highlights": "Warm highlight on cheek and hair",
    "shadows": "Soft under-chin shadow, realistic contrast"
  },
  "mood_and_expression": {
    "tone": "Casual, confident, candid",
    "atmosphere": "Warm travel moment"
  },
  "style_and_realism": {
    "style": "Photorealistic social selfie",
    "imperfections": "Mild noise, slight imperfect WB"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "resolution": "High",
    "noise": "Mild grain in shadows",
    "mode_variants": {
      "amateur": "Slightly shaky framing, subtle motion blur away from face, phone-like HDR",
      "pro": "Cleaner exposure and sharper micro-contrast, still realistic"
    }
  },
  "constraints": {
    "adult_only": true,
    "single_subject_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true,
    "no_readable_outside_signs": true
  },
  "negative_prompt": [
    "identity drift", "face morphing",
    "warped car interior", "duplicate subject",
    "extra fingers", "bad anatomy",
    "readable text", "logos", "watermark",
    "plastic skin", "over-smoothing"
  ]
}
Act: Balcony Coffee (morning haze, plant vibe)

{
  "category": "BALCONY_COFFEE_PLANTS",
  "identity_lock": {
    "enabled": true,
    "priority": "ABSOLUTE_MAX",
    "instruction": "Preserve exact identity from reference. Adult 21+ only. No beautification or face changes."
  },
  "subject": {
    "demographics": "Adult woman, 21-29 (match reference identity).",
    "hair": {
      "color": "Match reference.",
      "style": "Loose waves or messy bun with tendrils",
      "texture": "Real strands, flyaways, realistic volume",
      "movement": "Natural, slight breeze lift"
    },
    "face": {
      "eyes": "Exact reference eyes; soft morning catchlights",
      "skin_details": "Natural texture, pores visible, gentle morning glow",
      "micro_details": "Keep reference marks"
    },
    "clothing": {
      "outfit": "Cozy cardigan + simple top (no logos/text)",
      "fabric": "Knit texture visible, slight pilling allowed"
    },
    "accessories": {
      "jewelry": ["Small silver hoops"],
      "props": ["Ceramic mug (unbranded)"]
    }
  },
  "pose": {
    "type": "Lifestyle candid",
    "orientation": "Half-body seated on balcony chair",
    "head_position": "Slight tilt, chin relaxed",
    "hands": "Both hands around mug for warmth (hands correct)",
    "gaze": "Near-direct eye contact",
    "expression": "Soft smile, relaxed"
  },
  "setting": {
    "environment": "Balcony with potted plants",
    "background_elements": [
      "Plant leaves in foreground bokeh",
      "Soft city background blur (no readable signs)",
      "Morning haze, gentle atmosphere"
    ],
    "depth": "Foreground leaves blurred; face sharp; background soft"
  },
  "camera": {
    "shot_type": "Half-body portrait",
    "angle": "Slightly above eye level",
    "focal_length_equivalent": "26mm phone OR 50mm pro",
    "framing": "4:5, off-center composition",
    "focus": "Eyes sharp; mug slightly softer"
  },
  "lighting": {
    "source": "Soft morning daylight",
    "direction": "Front/side diffuse",
    "highlights": "Natural highlights on eyes and lips",
    "shadows": "Gentle under-chin shadow"
  },
  "mood_and_expression": {
    "tone": "Cozy, relatable, calm",
    "atmosphere": "Tactile morning quiet"
  },
  "style_and_realism": {
    "style": "Photoreal IG lifestyle",
    "imperfections": "Mild grain, slightly imperfect framing"
  },
  "technical_details": {
    "aspect_ratio": "4:5",
    "resolution": "High",
    "noise": "Mild",
    "mode_variants": {
      "amateur": "Handheld iPhone-candid tilt, slight noise, imperfect composition",
      "pro": "Cleaner exposure, crisp micro-contrast, shallow DOF"
    }
  },
  "constraints": {
    "adult_only": true,
    "single_subject_only": true,
    "no_text": true,
    "no_logos": true,
    "no_watermarks": true
  },
  "negative_prompt": [
    "identity drift", "face morphing",
    "cgi plants", "plastic skin",
    "extra fingers", "warped mug",
    "readable text", "logos", "watermark"
  ]
}