Create an elegant environmental portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Environmental three-quarter portrait with refined, airy composition. Subject remains the clear focal point while the veranda context is visible and balanced. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject leans casually against a white colonial pillar with one shoulder touching the surface. Arms are loosely crossed in a relaxed, elegant manner. One ankle crosses naturally over the other. Face turned slightly toward the camera with a gentle, approachable smile. Posture must feel effortless, graceful, and anatomically natural.

Wardrobe (style locked): Cream chikankari embroidered sherwani crafted from lightweight cotton-silk with an airy, breathable drape. White-on-cream chikankari work featuring bakhiya (shadow work) and tepchi stitches forming subtle, refined patterns. Mandarin collar, clean tailoring, knee-length cut. Paired with cream churidar and tan juttis. Fabric texture and embroidery delicacy must follow real-world textile physics.

Environment: Colonial-era bungalow veranda with white pillars, classic architectural lines, wooden ceiling fans, potted ferns, and wicker furniture. Setting must feel heritage-rich yet uncluttered. No modern elements.

Lighting: Soft morning natural light, diffused and even, creating gentle illumination across the face and garment. No harsh shadows, no strong contrast, no color contamination.

Camera & Optics (locked): Shot on Leica Q3, 28mm lens at f/2.0. Environmental context preserved with natural perspective; subject remains crisp and visually dominant.

Color & Rendering: High-key, airy color grading with soft creams, clean whites, and natural green accents. Bright yet controlled highlights, fresh colonial elegance aesthetic. Skin rendering must remain accurate to the reference image.

Output Quality: 8K UHD resolution, ultra-clean detail, smooth tonal transitions, professional commercial-grade finish suitable for luxury editorial or heritage lifestyle use.

Consistency Anchors: Identity lock ON; wardrobe and cultural fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no harsh or directional lighting, no modern elements, no oversaturation, no grading inconsistencies, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a contemplative environmental portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Full-body to three-quarter environmental portrait with cinematic balance. Subject positioned on the left third of the frame, with the sunset occupying the upper right for visual harmony. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands at the water’s edge in a contemplative stance. Hands clasped behind the back; posture upright and relaxed. Profile view with approximately 75% of the face visible, head turned toward the lake and sunset. Expression is peaceful and introspective with a subtle, calm smile. Anatomy and balance must be physically natural.

Wardrobe (style locked): Navy blue raw silk sherwani with a knee-length, structured silhouette. Textured raw silk finish with subtle sheen. Minimalist silver threadwork on the collar only; no additional embellishment. Paired with white churidar and brown leather juttis. Fabric weight, drape, and texture must follow real-world silk physics.

Environment: Serene lakeside setting with still water reflecting the sunset. Distant mountains on the horizon. Clear sky transitioning through warm sunset hues—soft oranges, pinks, and purples. Natural, uncluttered landscape with no modern intrusions.

Lighting: Golden-hour sunset lighting. Warm backlight creates a gentle rim light along the sherwani edges and shoulders. Face illuminated softly by ambient reflected light from the water. Exposure must balance subject and sky—no blown highlights, no crushed shadows.

Camera & Optics (locked): Shot on Sony A7R V, 85mm lens at f/1.4. Shallow depth of field with smooth background separation while retaining environmental context. Accurate perspective and scale.

Color & Rendering: Cinematic color grading emphasizing warm sunset tones contrasted against the deep navy sherwani. Natural saturation, controlled contrast, and consistent tones across the frame. Skin rendering must remain accurate to the reference image with no color shifts.

Output Quality: 8K UHD resolution, ultra-fine detail, clean tonal transitions, professional commercial-grade finish suitable for premium editorial or cinematic use.

Consistency Anchors: Identity lock ON; wardrobe minimalism fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no overexposed sky, no unnatural or oversaturated colors, no posture distortion, no modern elements, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a majestic environmental portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Full-body environmental portrait with a wide yet controlled composition that showcases architectural grandeur while keeping the subject as the clear focal point. Clean vertical framing with strong leading lines from the staircase. Aspect ratio: 9:16 vertical.

Subject & Motion: The subject is captured mid-descent on grand marble palace steps. Right hand gently lifts the sherwani hem for ease of movement; left hand trails naturally along the marble railing. One foot is mid-step, conveying regal motion and confidence. Posture upright, shoulders back, chest open. Head held high, gaze directed forward. Expression is dignified and purposeful. Movement must appear natural, balanced, and physically accurate.

Wardrobe (style locked): Golden silk sherwani with a full-length cut and heavy drape. All-over zari embroidery covering the front, back, and sleeves, featuring intricate paisley motifs, floral vines, and raised zardozi work creating rich, three-dimensional luxury texture. High collar with pearl detailing and refined golden buttons. Paired with ivory churidar and gold-embroidered mojris. Silk sheen, embroidery relief, and garment motion must obey real-world fabric physics.

Environment: Historic Rajasthan palace setting with carved marble steps, ornate archways, intricate jali work, and terracotta-toned walls. Architecture must feel authentic, heritage-rich, and uncluttered. No modern elements.

Lighting: Late-afternoon golden-hour sunlight creating a warm glow across the scene. Directional light casts long, elegant shadows on the steps while illuminating embroidery and facial planes. Light must remain soft and cinematic—no harsh highlights or clipped shadows.

Camera & Optics (locked): Shot on Hasselblad X2D 100C, 55mm lens at f/2.5. Medium-format depth and clarity with architectural context preserved and subject isolation maintained. Accurate perspective and scale.

Color & Rendering: Cinematic heritage color grading with warm golden tones, rich contrast, and an elegant, regal palette. Controlled saturation, consistent tones, and accurate skin rendering based solely on the reference image.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, realistic motion rendering, professional commercial-grade finish suitable for premium editorial or cinematic heritage visuals.

Consistency Anchors: Identity lock ON; wardrobe and cultural fidelity ON; motion realism ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no posture distortion, no modern props or architecture, no harsh or flat lighting, no cluttered composition, no oversharpening, no HDR artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a romantic environmental portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Full-body to three-quarter environmental portrait with a soft, elegant composition that emphasizes emotion and setting. Subject clearly separated from the background with dreamy compression. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands near a flowering tree. Left hand gently touches the tree trunk; right hand rests naturally in the pocket. Weight shifted onto the left leg for a relaxed yet styled stance. Face turned toward the camera with a warm, genuine smile; eyes slightly crinkled with joy. Posture must feel natural, romantic, and effortless.

Wardrobe (style locked): Ivory silk sherwani with a lightweight, refined drape. Subtle gold resham embroidery on the collar and cuffs, understated and elegant. Pearl button detailing along the front closure. Paired with ivory churidar and beige mojris. Silk texture, embroidery finesse, and garment movement must follow real-world fabric physics.

Environment: Outdoor wedding garden setting with lush green foliage. Marigold flower decorations and softly draped fabric canopies visible. Daytime scene with subtle bokeh from string lights in the background, adding a festive yet delicate atmosphere. No artificial or modern intrusions.

Lighting: Natural daylight balanced with a reflector for soft, even facial illumination. Light must remain flattering and romantic, with no harsh shadows or blown highlights.

Camera & Optics (locked): Shot on Canon EOS R3, 70–200mm lens set at 135mm, f/2.0. Telephoto compression creates a dreamy, creamy bokeh while keeping the subject crisp and prominent. Accurate perspective and scale.

Color & Rendering: Gentle, wedding-appropriate cinematic color grading with soft ivories, warm gold accents, and natural greens. Airy, romantic tone with controlled contrast and no oversaturation. Skin rendering must remain accurate to the reference image.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for luxury wedding or editorial use.

Consistency Anchors: Identity lock ON; wardrobe and occasion fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no over-processing, no artificial lighting effects, no modern or distracting elements, no cluttered background, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a dramatic environmental portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Wide environmental full-body portrait emphasizing scale and strength, with the subject clearly dominant within the frame. Architecture frames the subject to enhance grandeur. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands in a heroic, commanding stance at the fort entrance. One foot elevated on a low stone wall; elbow resting firmly on the raised knee. The opposite hand rests confidently on the hip. Weight is balanced and posture upright, projecting authority. Head turned toward the camera with strong, unwavering eye contact. Expression is determined, powerful, and resolute. Anatomy and balance must be physically accurate.

Wardrobe (style locked): Maroon brocade sherwani with a rich, raised woven texture throughout. All-over gold woven patterns integrated into the fabric, featuring traditional motifs with visible depth. Ornate collar embellished with fine beadwork. Gold buttons along the front closure. Paired with cream churidar and maroon embroidered mojris. Brocade density, embroidery relief, and garment structure must follow real-world textile physics.

Environment: Ancient heritage fort entrance with weathered stone walls, carved archways, and historic architectural detailing. Background includes a dramatic sky with textured clouds. No modern elements or visual clutter.

Lighting: Late-afternoon golden-hour lighting with strong directional sunlight. High-contrast light creates bold highlights and deep shadows across stone textures and the sherwani’s brocade, enhancing drama without clipping highlights or crushing detail.

Camera & Optics (locked): Shot on Nikon Z9, 24–70mm lens set at 50mm, f/2.8. Wide environmental composition capturing fort grandeur while keeping the subject sharply defined. Accurate perspective and scale.

Color & Rendering: Cinematic heritage color grading with warm golden tones, rich maroon saturation, and controlled contrast. Colors remain natural and consistent, preserving skin accuracy from the reference image.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for premium editorial or cinematic heritage use.

Consistency Anchors: Identity lock ON; wardrobe and cultural fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no modern intrusions, no flat or low-contrast lighting, no posture distortion, no oversharpening, no HDR artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a luxurious, cinematic full-body portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Full-body portrait with clean, symmetrical framing that emphasizes stature and authority. Subject centered and unobstructed. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands in a power stance with feet shoulder-width apart. Hands are clasped confidently in front, holding a gold-bordered maroon velvet shawl. Shoulders back, chest forward. Head slightly raised with eyes looking just above the camera, as if addressing an audience. Expression is proud and authoritative with a subtle smile. Posture and anatomy must be physically natural and balanced.

Wardrobe (style locked): Floor-length black jamawar sherwani with heavy drape and structured silhouette. All-over gold brocade weaving integrated into the fabric, featuring intricate paisley, floral, and geometric patterns in metallic gold thread. High collar adorned with pearl and bead embellishments. Gold buttons along the front closure. Paired with straight-fit cream churidar and black embroidered khussa shoes. Fabric weight, brocade density, embroidery relief, and garment behavior must follow real-world physics.

Environment: Grand marble staircase with a red carpet runner, crystal chandeliers, and opulent architectural details. Background remains elegant and uncluttered, softly separated from the subject. No modern or extraneous elements.

Lighting: Balanced three-point lighting setup—key, fill, and rim lights calibrated to avoid harsh shadows. Lighting must emphasize the texture, depth, and metallic sheen of the jamawar weaving while maintaining accurate skin rendering.

Camera & Optics (locked): Shot on Nikon Z9, 70–200mm lens set at 135mm, f/2.8. Telephoto compression effect with razor-sharp focus on the subject and smooth background falloff. Correct perspective and scale.

Color & Rendering: Rich, saturated colors with high contrast and controlled highlights. Cinematic yet realistic color grade with consistent tones across the frame. No color casts that alter skin accuracy.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for premium editorial or cinematic use.

Consistency Anchors: Identity lock ON; wardrobe fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no posture distortion, no flat or uneven lighting, no cluttered or distracting background, no oversharpening, no HDR artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a **heritage-rich, cinematic portrait** **using the uploaded reference image as mandatory input**. The generated output must be **strictly based on the reference image**, with **facial identity fully locked**—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. **Skin tone and complexion must be derived naturally from the reference image only**, with zero alteration. **No identity drift, no facial reshaping, no beautification bias**.

**Framing & Composition:** Mid-to-three-quarter seated portrait with balanced, grounded composition emphasizing serenity and cultural depth. Subject centered on the frame with clear visibility of posture and garment details. **Aspect ratio: 9:16 vertical**.

**Subject & Pose:** The subject sits cross-legged on a low traditional wooden platform (chowki) in a meditative posture. Right hand rests naturally on the knee, clearly displaying a traditional kada (bracelet). Left hand relaxed and grounded. Spine upright, shoulders relaxed. Expression is calm and spiritual, eyes half-closed in contemplation. Anatomy, balance, and posture must be physically natural and relaxed.

**Wardrobe (style locked):** Layered rust-orange angarkha sherwani with a side closure. Overlapping front panels tied on the left side with decorative tassels. Intricate embroidery concentrated around the side closure, featuring beadwork and refined threadwork; the remainder of the garment displays subtle patch embroidery to maintain visual focus. Cotton-silk fabric with a flowing, breathable drape. Paired with cream dhoti pants and no footwear. Fabric weight, movement, and embroidery relief must follow real-world physics. 

**Environment:** Heritage haveli courtyard with terracotta walls, vintage brass lamps, and traditional architectural details. No modern elements. Background softly separated while remaining contextually clear and authentic.

**Lighting:** Natural golden-hour side lighting with a warm color temperature. Soft directional light creates gentle shadows and depth without harsh contrast. Light must enhance fabric texture and skin accuracy.

**Camera & Optics (locked):** Shot on **Pentax 645Z**, 75mm lens at **f/2.8**. Smooth depth of field with natural medium-format rendering; sharp focus on face and embroidered closure, gradual background falloff.

**Color & Rendering:** Vintage-inspired cinematic color grade with muted rust oranges, warm creams, and soft earthy tones. Nostalgic, restrained contrast with controlled highlights. Skin rendering must remain accurate to the reference image with no color shifts.

**Output Quality:** **8K UHD resolution**, ultra-fine detail, clean tonal transitions, professional commercial-grade finish suitable for heritage editorial or fine-art portrait use.

**Consistency Anchors:** Identity lock ON; wardrobe and cultural fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

**Strict Avoidances:** No face or skin changes, no modern props or architecture, no harsh or artificial lighting, no oversaturation, no grading inconsistencies, no digital artifacts, no painterly or cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a **regal, cinematic portrait** **using the uploaded reference image as mandatory input**. The generated output must be **strictly based on the reference image**, with **facial identity fully locked**—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. **Skin tone and complexion must be derived naturally from the reference image only**, with zero alteration. **No identity drift, no facial reshaping, no beautification bias**.

**Framing & Composition:** Mid close-up to three-quarter seated portrait with clean, symmetrical framing that emphasizes authority and facial clarity. **Aspect ratio: 9:16 vertical**. Subject centered on the throne, unobstructed view of posture and upper garment detailing.

**Subject & Pose:** The subject is seated on an ornate golden throne with an authoritative posture—back straight, shoulders squared, legs crossed naturally. Left hand rests on the throne armrest, clearly displaying a statement ring; right hand holds a ceremonial gold scepter. Head held high with direct eye contact toward the camera. Expression is commanding and dignified with controlled intensity. Anatomy, balance, and hand placement must be physically natural.

**Wardrobe (style locked):** Rich burgundy velvet Jodhpuri sherwani with a full-length cut. High Nehru collar featuring intricate zari and beadwork. Structured cuffs with metallic gold buttons. All-over paisley embroidery in gold thread, creating dense royal texture with clear three-dimensional depth. Paired with matching burgundy Jodhpur pants and embroidered gold mojris. Velvet pile, embroidery weight, and garment structure must follow real-world fabric physics.

**Environment:** Blurred palace interior background with gold chandeliers, marble pillars, and rich tapestries. Depth of field must isolate the subject while maintaining recognizable regal context. No modern elements.

**Lighting:** Dramatic chiaroscuro lighting—key light from the upper left sculpting facial planes; warm golden fill light to preserve detail in shadows and enhance metallic embroidery. Controlled highlights with no clipping.

**Camera & Optics (locked):** Shot on **Phase One XF IQ4**, 80mm lens at **f/1.8**. Razor-sharp focus on face and sherwani embroidery with smooth falloff into background blur. Accurate scale, perspective, and depth.

**Color & Rendering:** Cinematic color grade with rich jewel tones, deep contrast, and controlled saturation. Accurate skin rendering based solely on the reference image. No over-processing, no artificial glow.

**Output Quality:** **8K UHD resolution**, ultra-fine detail, clean edges, professional commercial-grade finish suitable for premium editorial or cinematic use.

**Consistency Anchors:** Identity lock ON; wardrobe and era fidelity ON; lighting continuity ON; camera metadata adherence ON; repeatable, predictable results across generations.

**Strict Avoidances:** No face or skin changes, no posture distortion, no modern props or architecture, no oversharpening, no HDR artifacts, no painterly or cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a **heritage-inspired full-length portrait** **using the uploaded reference image as mandatory input**. The generated result must be **strictly based on the reference image** with **facial identity fully locked**—preserve exact facial structure, proportions, bone structure, expression characteristics, and ethnic features. **Skin tone and complexion must be derived naturally from the reference image only**, with zero alteration. **No identity drift or facial modification is permitted**.

**Subject & Pose:** The subject stands in a three-quarter profile pose, weight shifted onto the left leg. left hand tucked into the achkan side pocket. Posture is relaxed yet dignified. Expression is a gentle smile with eyes looking slightly downward, conveying a calm, peaceful demeanor. Anatomy and balance must be physically accurate. 

**Wardrobe (style locked):** Cream raw silk achkan sherwani with a structured, knee-length silhouette. Distinct front closure with decorative hook buttons. Minimalist resham embroidery on the collar and cuffs in burgundy and gold tones, subtle and refined. Paired with cream dhoti pants featuring traditional pleating. Brown leather juttis. Fabrics must display authentic raw silk texture, natural creasing, and realistic weight and drape under gravity.

**Environment:** Background features softly blurred Mughal-era architectural elements—red sandstone arches and intricate jali work. No modern elements. Natural light filtering gently through the architecture, creating a serene heritage ambiance without harsh shadows.

**Camera & Optics (locked):** Shot on **Sony A7R V**, 50mm lens at **f/1.4**, cinematic shallow depth of field with smooth bokeh while keeping the full-length subject clearly defined. Correct perspective and scale.

**Color & Lighting:** Balanced, natural lighting with a heritage-inspired palette—muted creams, earthy browns, soft golds. Cinematic yet restrained color grading with consistent tones across the frame. No color cast that alters skin accuracy.

**Output Quality:** **8K UHD resolution**, ultra-fine detail, realistic textures, clean edges, professional commercial-grade finish. **Aspect ratio: 9:16 vertical**.

**Consistency Anchors:** Identity lock ON; wardrobe and era fidelity ON; lighting continuity ON; camera metadata adherence ON; repeatable results across generations.

**Strict Avoidances:** No face or body alterations, no skin tone changes, no modern props or architecture, no harsh or stylized lighting, no oversaturation, no grading inconsistencies, no extra people, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no background replacement.

Create a contemporary environmental portrait using the uploaded reference image as mandatory input. The generated image must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Environmental portrait with relaxed, modern framing that balances subject and skyline. Mid-to-full body seated composition with clear facial visibility from a three-quarter angle. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject sits on an urban rooftop ledge wall. One leg hangs naturally over the edge; the other is bent with the foot resting on the ledge. Hands rest casually on the ledge for balance. Posture is relaxed and contemporary. Head turned away from the camera, gaze directed into the distance. Expression is thoughtful and introspective. Light wind subtly moves the sherwani fabric. Anatomy and balance must be physically natural.

Wardrobe (style locked): Blush pink Indo-Western sherwani with a modern asymmetrical silhouette. Linen-silk blend fabric with a matte finish. Contemporary details include a side slit, minimal sequin work kept subtle, and three-quarter sleeves. Paired with blush pink fitted trousers and clean white sneakers for a fusion aesthetic. Fabric drape, movement, and seam behavior must follow real-world physics.

Environment: Urban rooftop setting during blue hour (twilight). Modern city skyline visible in the background with early city lights beginning to glow. A few tasteful potted plants present on the rooftop. Background must feel contemporary, open, and uncluttered. No traditional elements.

Lighting: Natural twilight ambience with cool blue environmental tones blended with warm highlights from city lights. Balanced exposure that retains sky color, skyline detail, and accurate skin rendering. No harsh artificial lighting.

Camera & Optics (locked): Shot on Fujifilm GFX 100S, 50mm lens at f/2.0. Medium-format clarity with environmental depth of field—subject remains crisp while the city softly resolves behind.

Color & Rendering: Modern cinematic color grading with cool–warm contrast. Overall desaturated palette with blush pink acting as the primary color accent. Controlled contrast, no oversaturation, no color casts affecting skin accuracy.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for contemporary fashion or editorial use.

Consistency Anchors: Identity lock ON; modern style fidelity ON; motion realism ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no over-saturation, no cluttered background, no modern distractions beyond those specified, no posture distortion, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a modern lifestyle environmental portrait using the uploaded reference image as mandatory input. The generated image must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no face morphing, no beautification bias.

Framing & Composition: Environmental lifestyle portrait with the subject naturally framed by the café doorway. Mid-to-three-quarter composition that clearly shows facial features and outfit while retaining urban context. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands casually in the café entrance doorway. One hand holds a coffee cup at a natural resting height; the other hand is placed comfortably in the pocket. Body leans slightly against the doorframe for a relaxed urban stance. Face looks directly at the camera with a friendly, approachable smile and calm expression. Posture must be natural, effortless, and anatomically correct.

Wardrobe (style locked): Teal blue jacket-style sherwani with a contemporary, waist-length fitted silhouette. Cotton-silk blend fabric with a clean, modern drape. Open-front design with no buttons. Minimal silver border embroidery limited to edges and collar. Paired with black fitted chinos and brown leather boots. Fabric behavior, seams, and proportions must follow real-world physics.

Environment: Modern urban café exterior with glass windows. Indoor plants visible through the glass. Street scene in the background with subtle pedestrian movement rendered slightly blurred for depth. Daytime city lifestyle atmosphere. No artificial or stylized elements.

Lighting: Natural daylight from an overcast sky providing soft, even illumination. No harsh shadows, no directional hotspots, no artificial lighting effects. Skin rendering must remain accurate and neutral.

Camera & Optics (locked): Shot on Canon EOS R5, 35mm lens at f/1.4. Environmental depth of field that keeps the subject crisp while softly separating the background. Accurate perspective and scale.

Color & Rendering: Modern lifestyle color grading—vibrant yet natural. Teal blue sherwani acts as the focal color, balanced against neutral urban tones. Controlled contrast, no oversaturation, no color shifts affecting skin accuracy.

Output Quality: 8K UHD resolution, ultra-clean detail, sharp edges, professional commercial-grade finish suitable for contemporary lifestyle or fashion editorial use.

Consistency Anchors: Identity lock ON; modern style fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no over-styling, no artificial elements, no unnatural posing, no cluttered background, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people in focus, no background replacement.

Create a soft, elegant portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic characteristics. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Mid close-up to three-quarter portrait with clean, airy framing that prioritizes facial clarity while maintaining the standing pose. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands near a white colonial-style window. One hand gently touches the window frame; the other rests relaxed at the side. Weight shifted onto the right leg, posture calm and natural. Head turned toward the light source. Eyes softly closed or looking downward. Expression is serene with a gentle, peaceful smile. Anatomy and balance must be physically natural.

Wardrobe (style locked): White-on-white chikankari embroidered sherwani crafted from fine cotton-silk muslin. Delicate handcrafted details include bakhiya (shadow work), tepchi running stitch, and jaali openwork, creating subtle tonal texture and patterning. Tone-on-tone white embroidery on white fabric. Mandarin collar, full sleeves, knee-length cut. Paired with white churidar and tan leather juttis. Fabric must appear lightweight, breathable, and naturally draped, with embroidery reading as authentic handwork.

Environment: Minimalist white interior with a colonial-style window and sheer curtains. No decorative clutter. Soft morning light streaming through the window, creating an ethereal, tranquil atmosphere.

Lighting: High-key natural lighting with softly diffused daylight. Overexposed whites are allowed but must retain fabric, embroidery, and facial detail. No harsh shadows, no contrast spikes, no color contamination.

Camera & Optics (locked): Shot on Canon EOS R6 Mark II, 50mm lens at f/1.2. Shallow depth of field with smooth background falloff; precise focus on facial planes and embroidery texture.

Color & Rendering: Soft pastel color grading with creamy whites and an airy, luminous feel. Neutral whites with controlled highlights. Skin rendering must remain accurate to the reference image with no color shifts.

Output Quality: 8K UHD resolution, ultra-clean detail, smooth tonal transitions, professional commercial-grade finish suitable for premium editorial or luxury fashion use.

Consistency Anchors: Identity lock ON; wardrobe and material fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no harsh or directional shadows, no color casts, no modern or distracting elements, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement, no resolution loss.

Create a contemporary fashion portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no face morphing, no beautification bias.

Framing & Composition: Environmental portrait with a clean, modern composition that keeps both subject and background in context. Mid-to-three-quarter framing with clear facial visibility. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject leans casually against a modern graffiti wall, one shoulder touching the wall. Hands placed naturally in jeans pockets, ankles crossed for a relaxed urban stance. Head tilted slightly, looking directly at the camera with a confident smirk; eyes sharp and focused. Posture must be anatomically natural and effortless.

Wardrobe (style locked): Short-length teal blue jacket-style sherwani with a modern, waist-length fitted silhouette. Open-front design with no buttons. Minimal border embroidery on the collar and cuffs in fine silver thread. Lightweight cotton-silk blend with a matte, contemporary finish. Paired with black fitted jeans and clean white leather sneakers to create a fusion look. Fabric drape, seams, and proportions must follow real-world physics.

Environment: Urban city setting featuring a vibrant street-art graffiti wall. Colors are bold and contemporary, but the background must remain cohesive and uncluttered. No traditional elements.

Lighting: Natural daylight with a subtle reflector fill to balance shadows on the face. Lighting must remain realistic, even, and flattering without altering skin accuracy.

Camera & Optics (locked): Shot on Sony A1, 35mm lens at f/1.4. Environmental depth of field that keeps the subject crisp while retaining recognizable background detail. Accurate perspective and scale.

Color & Rendering: Vibrant street-style color grading with punchy colors and modern contrast. Saturation is controlled to avoid clipping or artificial tones. Skin rendering must remain true to the reference image.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for contemporary fashion/editorial use.

Consistency Anchors: Identity lock ON; modern style fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no traditional styling elements, no over-styling, no unnatural posing, no harsh or uneven lighting, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a cinematic studio portrait using the uploaded reference image as a required input. The generated image must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, jawline, expression baseline, and all defining features. Skin tone must be derived naturally from the reference image only, with no alteration or normalization. No identity drift is permitted.

Framing & Composition: Mid close-up to three-quarter portrait with clean, professional framing, optimized for facial clarity while maintaining seated posture context. Aspect ratio 9:16 vertical.

Subject & Pose: The subject is seated regally on a vintage wooden throne-style chair, one leg crossed over the other. Left hand resting naturally on the armrest. Head turned approximately 45 degrees to the left, jawline clearly defined. Expression is contemplative and aristocratic; eyes gazing into the distance. Posture is relaxed yet authoritative, anatomically correct and physically natural.

Wardrobe (style locked): Jewel-toned emerald green velvet sherwani with rich pile weave and deep, realistic color saturation. Heavy gold and silver thread embroidery on the collar, cuffs, and button placket, featuring dabka and zardozi work with clearly visible three-dimensional texture. High stand-up collar, full sleeves with embroidered cuffs. Paired with black silk churidar. Fabric behavior, weight, and sheen must follow real-world physics.

Studio Environment: Seamless black studio backdrop. Dramatic Rembrandt lighting from the left creating sculpted facial shadows; subtle rim light from the back right to accentuate velvet texture and embroidery depth. No visible set elements beyond chair and backdrop.

Camera & Optics (locked): Shot on Canon EOS R5, 85mm lens at f/1.2, extremely shallow depth of field with precise focus on eyes and facial planes; background fully defocused without artifacting.

Rendering & Color: Hyper-realistic photographic rendering with accurate light falloff, realistic shadow density, and true-to-life material response. Moody cinematic color grade with controlled contrast, slightly crushed blacks, and selective highlights emphasizing embroidery detail. No oversaturation.

Output Quality: 8K UHD, ultra-high detail, clean edges, professional commercial finish, consistent results across generations.

Consistency & Safeguards: Identity lock ON, style lock ON, lighting continuity ON, camera metadata adherence ON, predictable repeatability enforced.

Strict Avoidances: No face or skin changes, no beautification bias, no anatomical distortion, no unnatural poses, no added props, no extra people, no digital artifacts, no painterly/cartoon styles, no text or logos, no background substitutions, no resolution loss.

Create a luxurious environmental portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Environmental full-body portrait with dynamic motion captured cleanly and sharply. Vertical composition with architectural leading lines guiding the eye toward the subject. Aspect ratio: 9:16 vertical.

Subject & Motion: The subject walks mid-stride through a grand hotel lobby—left foot forward, body in natural forward motion. Right hand adjusts a gold-bordered maroon velvet shawl draped over the shoulder. Posture upright and confident, shoulders relaxed yet purposeful. Face in a three-quarter view, gaze looking forward (not at camera). Expression is sophisticated, composed, and assured. Movement must appear natural with no motion blur.

Wardrobe (style locked): Black jamawar sherwani with a heavy, luxurious drape. All-over gold jamawar brocade weaving integrated directly into the black silk base, featuring intricate paisley and floral motifs with visible woven texture. High collar with refined embellishments. Paired with black churidar and black embroidered khussas. Gold-bordered maroon velvet shawl worn over the shoulder. Fabric weight, brocade density, and velvet texture must obey real-world textile physics.

Environment: Opulent five-star hotel lobby with marble floors, gold chandeliers, mirrored walls, and a grand staircase. Interior design conveys luxury and scale while remaining uncluttered. No modern branding or signage visible.

Lighting: Balanced ambient hotel lighting—warm chandelier glow combined with soft fill lighting. Exposure must preserve detail in deep blacks and reflective gold surfaces without clipping highlights or crushing shadows.

Camera & Optics (locked): Shot on Sony A1, 35mm lens at f/1.4. Environmental depth that preserves context while keeping the subject crisp and dominant. Accurate perspective and scale.

Color & Rendering: Luxury cinematic color grading emphasizing deep blacks, rich golds, and warm highlights. Controlled contrast, refined saturation, and consistent tones throughout. Skin rendering must remain accurate to the reference image.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, sharp motion capture, professional commercial-grade finish suitable for high-end editorial or luxury fashion use.

Consistency Anchors: Identity lock ON; wardrobe fidelity ON; motion realism ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no motion blur, no over-processing, no flat or uneven lighting, no modern distractions, no cluttered background, no digital artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create an **ultra-modern editorial portrait** **using the uploaded reference image as a required input**. The generated output must be **strictly based on the reference image**, with **facial identity fully locked**—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. **Skin tone must be derived naturally from the reference image only**, with zero alteration. **No identity drift or facial modification is permitted**.

**Framing & Composition:** Clean, professional **mid close-up to three-quarter framing** with clear facial visibility and modern editorial balance. **Aspect ratio: 9:16 vertical**.

**Subject & Pose:** The subject stands against a minimalist concrete wall. One hand rests in the trouser pocket; the other adjusts the sherwani collar. Hip cocked to the right for a casual yet styled stance. Head facing the camera with a slight smirk; eyes sharp, focused, and confident. Posture must be anatomically natural and relaxed.

**Wardrobe (style locked):** Blush pink Indo-Western sherwani with an asymmetrical cut. Contemporary details include side slits, a cowl drape layer on the left side, and minimal sequin work confined to the shoulder panel. Lightweight linen-silk blend fabric with a matte finish. Stand-up collar; three-quarter sleeves. Paired with slim-fit Blush pink trousers and brown leather Chelsea boots. Fabric texture, drape, and seam behavior must follow real-world physics.

**Environment:** Minimalist concrete wall backdrop with no traditional or decorative elements. Clean, modern editorial aesthetic only.

**Lighting:** Soft natural daylight from a large window, producing clean, controlled shadows and even skin illumination without altering skin accuracy. No harsh or stylized lighting.

**Camera & Optics (locked):** Shot on **Fujifilm GFX 100S**, 63mm lens at **f/2.8**. Crisp focus on the face and sherwani details with gentle background separation; accurate perspective and scale.

**Color & Rendering:** Desaturated modern color palette with cool grey tones balanced against the warm blush pink garment. Neutral contrast, no oversaturation. Hyper-realistic photographic rendering with accurate materials, shadows, and highlights.

**Output Quality:** **8K UHD**, ultra-fine detail, clean edges, professional commercial-grade finish suitable for editorial use.

**Consistency & Safeguards:** Identity lock ON; style lock ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

**Strict Avoidances:** No face or skin changes, no beautification bias, no traditional elements, no over-embellishment, no anatomical distortion, no digital artifacts, no painterly/cartoon styles, no text or logos, no extra people, no background substitutions.

Create a powerful environmental portrait using the uploaded reference image as a mandatory input. The generated image must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Full-body environmental portrait with a strong cinematic composition. Subject positioned slightly off-center following the rule of thirds, with symmetrical Mughal architecture framing the figure. Clean, uncluttered composition. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands at the center of the royal courtyard in a commanding power stance—feet set apart, weight evenly distributed. Arms crossed firmly over the chest, shoulders squared, posture upright and authoritative. Direct eye contact with the camera. Expression is intense and authoritative, with a subtle raised eyebrow conveying dominance and confidence. Anatomy and posture must be physically natural and grounded.

Wardrobe (style locked): Rich burgundy velvet sherwani with a full-length structured silhouette. Heavy zardozi and dabka embroidery concentrated on the collar, front panel, and cuffs, with dense metallic gold threadwork creating pronounced three-dimensional texture. Velvet pile must visibly catch light, enhancing depth and richness. Metallic gold buttons along the front closure. Paired with black churidar and burgundy velvet khussa shoes embellished with gold embroidery. Fabric weight, embroidery relief, and velvet behavior must follow real-world physics.

Environment: Mughal-style royal courtyard featuring symmetrical architecture, arched doorways, red sandstone walls, and a central marble fountain. Clear blue sky visible above. Architecture must feel grand, balanced, and historically authentic. No modern elements or visual clutter.

Lighting: Golden-hour lighting with warm directional sunlight from the side to sculpt facial planes and enhance velvet texture. Soft fill light balances shadows without flattening the image. No harsh highlights or blown shadows.

Camera & Optics (locked): Shot on Phase One IQ4, 80mm lens at f/2.2. Environmental depth of field with the subject rendered razor-sharp against a softly resolved architectural background. Accurate perspective and scale.

Color & Rendering: Cinematic color grading with rich jewel tones, warm highlights, and deep, controlled shadows. High contrast with restrained saturation. Skin rendering must remain accurate to the reference image with no color shifts.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for premium editorial or cinematic use.

Consistency Anchors: Identity lock ON; wardrobe and cultural fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no posture distortion, no cluttered background, no flat or uneven lighting, no modern props or architecture, no oversharpening, no HDR artifacts, no painterly/cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.

Create a hyper-realistic full-body portrait at a red-carpet premiere event using the uploaded reference image as mandatory input. Lock facial identity exactly to the reference image—preserve facial structure, proportions, bone structure, expression, ethnicity, and derive skin tone solely from the reference image with zero alteration. No identity drift, no beautification changes, no face morphing.

Subject & Pose: The subject stands confidently, one hand adjusting the sherwani collar, the other relaxed at the side; head slightly tilted. Expression is a subtle smile with eyes looking directly at the camera, projecting composed Bollywood-star charisma. Clean, centered framing, unobstructed view of the full body, professional red-carpet posture.

Wardrobe (style locked): Regal gold silk sherwani with intricate zardozi embroidery covering the entire front panel, featuring paisley and floral motifs in raised metallic gold thread; high mandarin collar with pearl detailing. Matching gold dupatta draped over the left shoulder. Cream silk churidar. Embroidered gold mojris. Materials must read as real silk, real metal thread, and real pearls under physical lighting.

Environment: Luxury hotel entrance red carpet with velvet ropes; paparazzi camera flashes forming a soft bokeh. Warm golden-hour lighting, cinematic ambience, realistic crowd light spill without visible extra people.

Camera & Optics (locked): Shot on Hasselblad H6D-400c, 80mm lens, f/2.0, shallow depth of field isolating the subject while maintaining full-body clarity; accurate scale and perspective.

Color & Output: Cinematic color grading with warm tones and rich contrast; 8K UHD, ultra-fine texture detail, natural filmic grain (subtle), true-to-life skin rendering based on the reference image. Aspect ratio: 9:16 vertical.

Consistency Anchors: Identity lock ON; wardrobe fidelity ON; lighting continuity ON; camera metadata adherence ON; repeatable results across generations.

Hallucination & Failure Prevention (strict negatives): No face or body morphing; no skin tone changes; no additional people; no duplicated limbs; no artifacts; no cartoon/anime/illustration styles; no low resolution; no text, logos, or watermarks; no props not specified; no background swaps; no color casts that alter skin accuracy.

Physics & Realism: Real-world lighting physics, accurate fabric behavior, realistic reflections and shadows. Commercial-grade, client-ready output only.

Create a sophisticated cinematic portrait using the uploaded reference image as mandatory input. The generated output must be strictly based on the reference image, with facial identity fully locked—preserve exact facial structure, proportions, bone structure, expression baseline, and ethnic features. Skin tone and complexion must be derived naturally from the reference image only, with zero alteration. No identity drift, no facial reshaping, no beautification bias.

Framing & Composition: Mid-to-three-quarter portrait with clean, formal composition emphasizing posture and facial clarity. Subject centered with elegant negative space. Aspect ratio: 9:16 vertical.

Subject & Pose: The subject stands in a formal, military-style posture—shoulders squared, spine upright, one foot slightly forward. Hands placed behind the back in a composed stance. Face turned slightly to the right, gaze directed into the distance. Expression is thoughtful and wise, calm and composed. Anatomy and balance must be physically natural and precise.

Wardrobe (style locked): Navy blue brocade silk sherwani with all-over raised woven patterns integrated directly into the fabric—floral vines and paisley motifs rendered in metallic gold thread. Mandarin collar with refined structure, golden embroidered cuffs, and ornate decorative buttons. Paired with off-white silk churidar and brown leather mojris. Fabric sheen, brocade relief, and drape must follow real-world silk behavior.

Environment: Blurred traditional Indian salon interior with vintage furniture elements, warm wooden tones, and classic decor. Background must remain softly defocused, elegant, and uncluttered. No modern elements.

Lighting: Soft butterfly lighting from the front to evenly illuminate facial features, with subtle fill from both sides to maintain depth and avoid harsh shadows. Lighting must preserve accurate skin rendering and highlight brocade texture naturally.

Camera & Optics (locked): Shot on Leica SL2-S, 90mm APO lens at f/2.0. Beautiful bokeh isolating the subject, with sharp focus on the face and sherwani details. Accurate perspective and compression.

Color & Rendering: Cinematic color grading with rich navy blues, warm gold highlights, and natural wood tones. Warm highlights with controlled shadows, no color shifts affecting skin accuracy. High contrast without clipping.

Output Quality: 8K UHD resolution, ultra-fine detail, clean edges, professional commercial-grade finish suitable for premium editorial or heritage portrait use.

Consistency Anchors: Identity lock ON; wardrobe fidelity ON; lighting continuity ON; camera metadata adherence ON; predictable, repeatable results across generations.

Strict Avoidances: No face or skin changes, no unnatural poses, no harsh or uneven lighting, no color grading inconsistencies, no oversharpening, no HDR artifacts, no painterly or cartoon styles, no text, logos, or watermarks, no extra people, no background replacement.