"Sunset Rooftop Confidence Portrait"

CRITICAL RULE #1 (read first, applies above all else): The face in the 
output MUST be the exact same person as the uploaded reference photo. 
Do not generate a new face, do not beautify, do not idealize, do not 
blend with a generic face. If you are unsure whether the face matches, 
default to making it MORE identical to the reference, not less.

IDENTITY LOCK (exact match required): Match the reference photo exactly 
for: face shape and bone structure, eye shape/size/color/spacing, 
eyebrow shape, nose shape and width, lip shape and fullness, chin and 
jawline shape, cheekbone structure, skin tone and undertone, any 
visible marks, moles, or asymmetries. These are not suggestions — they 
are hard constraints. Zero deviation allowed.

DO NOT COPY FROM REFERENCE (only these things should change): expression, 
eye gaze direction, head angle/tilt, and body pose should NOT match the 
reference photo — generate these freshly based on the scene below. To 
be clear: FACE IDENTITY = locked exactly. EXPRESSION/POSE/ANGLE = freely 
generated and different from the reference.

EMOTIONAL INTENT (design goal): An effortless, confident golden-hour 
rooftop moment — the kind of photo she'd genuinely want to post, 
looking like her best real self, not a different or idealized person.

LIGHTING SETUP: Key light — warm golden-hour sun from camera-left, low 
angle. Fill — soft ambient sky light balancing at roughly 2:1. Rim 
light — sun grazing her hair from behind. Catchlights warm and soft.

LENS & OPTICS: Simulate an 85mm lens at f/2.0, flattering facial 
compression, soft creamy bokeh background of a city skyline, gentle 
vignette.

FILM/COLOR SCIENCE: Warm golden-hour film response, soft highlight 
rolloff, gently lifted shadows, natural true-to-reference skin tone — 
color grading must not shift her actual skin tone from the reference.

Style: A flattering, wearable outfit (flowy dress or co-ord set in a 
warm tone), minimal natural makeup, hair softly styled — realistic and 
relatable, not an exaggerated glam transformation.

NEW POSE & ANGLE (must differ from reference, face identity unchanged): 
Standing near the rooftop ledge, one hand lightly touching her hair as 
it lifts in the breeze, body angled at three-quarters to the camera, 
head turned back over one shoulder toward the lens.

NEW EXPRESSION (must differ from reference, face identity unchanged): 
A soft, warm, genuine smile with eyes gently crinkled — natural joy, 
not a stiff copied expression.

RETOUCH PIPELINE: Smooth tonal transitions while fully preserving fine 
pore-level texture and the reference face's exact proportions. No 
flattening, no waxy skin, no facial reshaping of any kind.

FINAL VERIFICATION (mandatory self-check before output): Compare the 
generated face side-by-side against the reference photo's face shape, 
eyes, nose, lips, and jawline. If any facial feature does not match 
the reference person, discard and regenerate the face to match exactly 
— only the expression, pose, and angle are allowed to differ.