Mediterranean Courtyard Outfit-Swap Character Edit

The prompt

Copy it.
Then make it yours.

GOAL:
Generate a highly photorealistic outdoor lifestyle photograph that looks like another photograph of the SAME woman in the SAME Mediterranean courtyard shown in Reference Image 1, maintaining essentially the same pose, camera position, composition and natural daylight, but replacing her complete outfit with the outfit shown in Reference Image 2.

TARGET RESULT:

"Reference Image 1 recreated as a new authentic photograph, with only the wardrobe and footwear replaced by Reference Image 2."

REFERENCE HIERARCHY:

REFERENCE IMAGE 1 — AUTHORITATIVE PRIMARY REFERENCE

Use Reference Image 1 for:
1. subject appearance
2. facial characteristics
3. skin tone
4. body proportions
5. slicked-back hairstyle
6. standing pose
7. hand placement
8. courtyard environment
9. camera position
10. framing
11. perspective
12. natural lighting
13. candid photographic character

REFERENCE IMAGE 2 — WARDROBE REFERENCE ONLY

Use Reference Image 2 for:
1. dark navy fitted long-sleeve top
2. light heather-gray oversized sweatpants
3. white waist drawstring
4. tan platform slip-on shoes
5. garment colors
6. fabric construction
7. garment proportions and fit

Never blend the identities of the two reference subjects.

SUBJECT:
Maintain the woman represented in Reference Image 1.

Preserve:
- facial structure
- facial proportions
- skin tone
- apparent age
- body proportions
- leg proportions
- overall physical appearance

Do NOT reinterpret her face or body according to Reference Image 2.

HAIR:
Preserve Reference Image 1's sleek pulled-back brunette hairstyle.

Keep:
- hair pulled tightly away from the face
- clean center/front styling
- compact bun or gathered hair at the back
- realistic fine hairs around the hairline
- natural brunette color

Do NOT copy Reference Image 2's long loose hair.
Do NOT add the white headband.

WARDROBE TRANSFER:

REMOVE COMPLETELY:
- light blue cropped cardigan
- cream mini skirt
- silver high heels

Replace them with Reference Image 2's outfit.

TOP:
Dark navy fitted long-sleeve scoop-neck top.

Reproduce accurately:
- deep navy color
- wide rounded scoop neckline
- fitted shoulders
- fitted torso
- long slim sleeves
- cuffs extending naturally toward the wrists
- slightly cropped hem
- small amount of midriff visible between top and pants
- soft cotton/stretch knit material
- matte surface
- realistic fabric tension around chest, shoulders and elbows
- subtle wrinkles around waist and sleeves

Do not convert the top into a sweater, cardigan, bodysuit or loose shirt.

PANTS:
Light heather-gray oversized sweatpants.

Accurately reproduce:
- soft light-gray mélange/heather texture
- low-rise waist
- relaxed waistband
- visible white drawstring tied loosely at center front
- relaxed hips
- loose upper thighs
- very wide legs
- straight-to-subtly-flared oversized silhouette
- extra-long inseam
- floor-grazing hems
- substantial soft cotton fleece construction
- realistic weight and gravity
- vertical fabric folds
- natural bunching near the shoes

CRITICAL PANTS SILHOUETTE:
The pants must remain intentionally oversized and long.

They should NOT become:
- leggings
- fitted joggers
- tapered sweatpants
- cropped pants
- tailored trousers

The wide legs and floor-length drape are essential characteristics of Reference Image 2.

FOOTWEAR:
Reproduce Reference Image 2's tan platform slip-on shoes.

Include:
- warm tan suede-like material
- rounded toe
- chunky platform construction
- thick tan sole
- casual Y2K-inspired silhouette

The extra-long sweatpants should naturally fall over and partially obscure the upper portion of the shoes.

DO NOT TRANSFER FROM REFERENCE IMAGE 2:
- face
- identity
- hairstyle
- white headband
- necklaces
- camouflage handbag
- hand pose
- studio pose
- studio lighting
- plain background

POSE:
Closely preserve Reference Image 1.

The woman stands upright in the courtyard.

Her body is subtly angled rather than perfectly frontal.

One leg is positioned slightly forward, creating a natural asymmetrical stance.

Her weight rests primarily on the opposite leg.

One hand is raised gently to the side of her neck/ear.

The opposite arm hangs naturally downward.

Her head is turned subtly to the side.

Maintain the sophisticated but spontaneous quality of the original pose.

Do NOT copy Reference Image 2's catalog pose.

CLOTHING PHYSICS:
Adapt the new clothing realistically to Reference Image 1's pose and body.

TOP:
Show physically plausible stretch, tension and subtle folds around:
- shoulders
- chest
- elbows
- waist

SWEATPANTS:
Show physically plausible:
- waistband placement
- hip drape
- crotch construction
- folds around upper thighs
- gravitational vertical folds
- knee creasing
- pooling/bunching near the shoes

The fabric should visibly behave like substantial soft cotton fleece.

Do NOT simply paste the clothing onto the body.

COMPOSITION:
Preserve Reference Image 1's vertical environmental fashion composition.

FULL BODY MUST BE VISIBLE:

HEAD
↓
TORSO
↓
NAVY TOP
↓
GRAY WAISTBAND + DRAWSTRING
↓
FULL SWEATPANTS
↓
FLOOR-GRAZING HEMS
↓
TAN PLATFORM SHOES

Do not crop the ankles, hems or shoes.

Keep the woman approximately centered/slightly offset within the courtyard.

Retain substantial negative space and environmental context.

Because the new pants are longer and visually larger than the original mini skirt, slightly adjust camera distance ONLY as necessary to fit the entire outfit while retaining the original composition.

ENVIRONMENT:
Closely reproduce Reference Image 1's Mediterranean courtyard.

Preserve:
- warm reddish terracotta flooring
- large white stucco walls
- architectural recesses/openings
- mature olive tree positioned behind the subject
- organic gray-green olive leaves
- large aged terracotta planters
- abundant green foliage
- flowering plants
- decorative staircase on the right
- dark navy/black tile risers
- repeating white floral/geometric tile motifs
- stone stair edges
- Mediterranean architectural character

Keep environmental proportions and spatial relationships believable.

Do NOT replace the courtyard with Reference Image 2's studio.

CAMERA:
Natural high-quality smartphone photography.

Camera approximately at chest-to-eye level.

Moderately wide field of view.

Natural full-body perspective.

Avoid:
- extreme wide-angle distortion
- telephoto compression
- fashion-editorial lens effects
- excessive background blur

The courtyard should remain clearly recognizable.

LIGHTING:
Preserve the soft natural daylight character of Reference Image 1.

Open-shade illumination.

Create:
- soft facial illumination
- realistic skin highlights
- subtle shadows under chin and arms
- gentle tonal transitions across clothing
- natural environmental shadows
- believable daylight reflected from white walls
- realistic illumination on the gray fabric

No flash.
No studio lights.
No artificial rim lighting.
No dramatic cinematic lighting.

PHOTOGRAPHIC REALISM:
Prioritize authenticity over perfection.

Include:
- natural skin microtexture
- subtle pores
- realistic hands
- individual fine hairs
- authentic navy cotton texture
- visible gray mélange fibers
- realistic fleece thickness
- natural drawstring construction
- realistic fabric folds
- accurate shoe material
- stucco texture
- terracotta surface variation
- natural plant detail
- realistic smartphone dynamic range
- slight photographic imperfections

The image should look like a genuine casual outdoor outfit photograph taken by another person.

It must NOT look like:
- e-commerce photography
- fashion catalog photography
- CGI
- AI-generated fashion artwork
- studio photography
- heavily retouched influencer imagery

PRESERVATION RULES:

REFERENCE IMAGE 1 MUST CONTROL:
- subject
- appearance
- hair
- body proportions
- pose
- hand placement
- courtyard
- architecture
- camera perspective
- composition
- lighting

REFERENCE IMAGE 2 MUST CONTROL ONLY:
- navy top
- gray sweatpants
- white drawstring
- tan platform footwear

NEGATIVE CONSTRAINTS:
No identity blending.
No face from Reference Image 2.
No long loose hairstyle.
No white headband.
No camouflage handbag.
No necklaces copied from Reference Image 2.
No blue cardigan.
No cream mini skirt.
No high heels.
No studio background.
No catalog pose.
No skinny pants.
No tapered joggers.
No cropped sweatpants.
No elastic ankle cuffs.
No missing shoes.
No cropped feet.
No exaggerated body proportions.
No distorted hands.
No extra fingers.
No duplicated limbs.
No plastic skin.
No excessive beauty retouching.
No artificial bokeh.
No excessive HDR.
No CGI/render appearance.
No text.
No logos.

OUTPUT:
Vertical full-body photorealistic outdoor lifestyle photograph.

Preserve the woman, pose, Mediterranean courtyard, composition and soft natural daylight of Reference Image 1 while accurately replacing the original outfit with Reference Image 2's fitted navy scoop-neck long-sleeve top, oversized floor-length light-gray sweatpants with white drawstring, and tan platform slip-on shoes.