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The recipe
The shot never describes the person. It describes what is happening to them, which is what keeps the face out of the variables.
Getting it right
This shot is niche-bound: the planner only puts it in a calendar for Beauty & skincare. A tape measure in a personal-finance calendar is the kind of plausible nonsense a generator produces when nobody models the constraint.
Composed
The locked line comes from the character sheet; everything after it comes from the recipe above. Swap in your own line and nothing else changes.
Midjourney
Close overhead photograph of a woman, late twenties, South Asian features, an oval face, dark brown almond eyes, thick straight brows, a straight nose, full lips, a single dark mole high on the right cheekbone, mid-back length wavy jet black hair with a centre part, golden skin, natural texture and visible pores, average height with an average build. Wearing plain unbranded basics, a warm neutral palette of sand, bone and camel, in a small modern city apartment, soft daylight from a large window, camera at eye level. The back of a forearm filling the frame, three swatches drawn across it. Even parallel stripes, blended at one end and solid at the other. Neutral daylight, no colour cast, skin texture visible --ar 4:5 --style raw --seed 1753468036 --cref [url of your approved reference frame] --cw 100
Flux
Close overhead photograph of a woman, late twenties, South Asian features, an oval face, dark brown almond eyes, thick straight brows, a straight nose, full lips, a single dark mole high on the right cheekbone, mid-back length wavy jet black hair with a centre part, golden skin, natural texture and visible pores, average height with an average build. Wearing plain unbranded basics, a warm neutral palette of sand, bone and camel, in a small modern city apartment, soft daylight from a large window, camera at eye level. The back of a forearm filling the frame, three swatches drawn across it. Even parallel stripes, blended at one end and solid at the other. Neutral daylight, no colour cast, skin texture visible negative: beauty filter, airbrushed skin, plastic skin, waxy skin, over-smoothed, perfectly symmetrical face, extra fingers, malformed hands, warped jewellery, text artifacts, watermark, logo on clothing, duplicate person, changing facial structure, retouched cheek, poreless skin seed: 1753468036 | guidance: 3.5 | steps: 28
Seedream
Close overhead photograph of a woman, late twenties, South Asian features, an oval face, dark brown almond eyes, thick straight brows, a straight nose, full lips, a single dark mole high on the right cheekbone, mid-back length wavy jet black hair with a centre part, golden skin, natural texture and visible pores, average height with an average build. Wearing plain unbranded basics, a warm neutral palette of sand, bone and camel, in a small modern city apartment, soft daylight from a large window, camera at eye level. The back of a forearm filling the frame, three swatches drawn across it. Even parallel stripes, blended at one end and solid at the other. Neutral daylight, no colour cast, skin texture visible Keep identical: a woman, late twenties, South Asian features, an oval face, dark brown almond eyes, thick straight brows, a straight nose, full lips, a single dark mole high on the right cheekbone, mid-back length wavy jet black hair with a centre part, golden skin, natural texture and visible pores, average height with an average build Change only: [the one thing that changes in this shot]
Used by
Flat lay
Directly above a surface, objects arranged with generous spacing
An open notebook filling two-thirds of frame, pen and one prop alongside
A complete outfit laid out as if worn, shot from directly above
Identical framing, identical light, identical distance, side by side
A single printed page on a plain surface, square crop, page filling the frame
A folded map on a table, 2:3 vertical crop, edges cropped out
Two cards side by side on a dark surface, square crop