Use the uploaded reference image as the sole visual source. The generated image must strictly match the reference image, preserving identical facial structure, proportions, bone anatomy, expression, and identity with zero identity drift. Do not alter facial features, hairstyle, or expression in any way.

Style Lock: Editorial stock photography, photographic realism only. No stylistic reinterpretation. Maintain consistent visual output across generations.

Framing & Composition: Mid close-up framing (chest to head visible), subject centered with clean, professional composition suitable for commercial editorial use. Natural walking posture preserved.

Subject & Attire: An Indian man walking along a damp forest trail in the Aravali hills. He is wrapped in a traditional, coarse-textured grey woollen shawl (Loi) worn over a simple neutral shirt and dark trousers, reflecting authentic hill-station daily wear. All clothing textures and folds must appear physically accurate and weather-affected.

Pose & Expression: Walking at a relaxed pace, looking slightly off-camera with a calm, contemplative expression. Expression must exactly match the reference image.

Lighting: Soft, diffused overcast monsoon light with even, shadow-free facial illumination. No harsh highlights or contrast shifts.

Environment: Tall moss-covered trees, damp forest trail, thick atmospheric mist, and fine rain drizzle visible in the air. Moisture-rich environment with realistic interaction between rain, fabric, skin, and surroundings. No added or removed environmental elements.

Camera & Optics: 85mm lens look, f/2.0 aperture, cinematic depth of field, realistic background separation, natural film grain. Real-world optics and physics only.

Technical Quality: 8K UHD resolution, ultra-high detail, true-to-life textures, accurate skin rendering derived strictly from the reference image, no smoothing or artificial enhancement.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Lock identity, pose, clothing, and environment to the reference image
– Prevent hallucinated objects, people, scenery, or wardrobe changes
– Prevent distortion, asymmetry, or anatomical errors
– Maintain consistent realism across regenerations
– Editorial, client-ready output only

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic skin, beauty retouching, heavy makeup, exaggerated features, deformed hands, extra limbs, motion blur, watermark, text, brand logos, cinematic costumes, Bollywood styling, artificial lighting, fantasy elements

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be directly based on the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, and micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted.

Style Lock: Ultra-photorealistic cinematic documentary portrait. Editorial, real-world photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing, eye-level perspective, clean and candid composition suitable for professional editorial use. Subject seated cross-legged on a traditional hand-woven jute and wood charpai in a rustic village courtyard. No cropping that alters posture or gesture from the reference image.

Subject & Expression: An Indian man captured mid-sentence with a genuine, hearty laugh, looking slightly off-camera. Expression, head angle, and body language must exactly match the reference image.

Attire & Props:
– Worn short white cotton kurta with natural wrinkles and clearly visible fabric weave
– Matte checkered cotton lungi (blue and green pattern) authentically draped with natural folds
– Brown leather sandals placed on the ground nearby
All materials must appear physically accurate, non-synthetic, and true to real fabric behavior. No costume styling or exaggerated color.

Lighting: Warm, directional golden-hour sunlight filtering through a neem tree. Long natural shadows, visible dust motes, subtle sun rays, and realistic lens flare. Lighting must match the reference image precisely, with no studio or artificial light sources.

Environment: Textured mud wall of a traditional village house in the background, packed-earth ground, earthenware pots, a bicycle, and dry leaves. Natural haze and accurate spatial scale. No added, removed, or rearranged environmental elements beyond what appears in the reference image.

Camera & Optics: Leica M10-R digital rangefinder look with Summilux-M 50mm f/1.4 ASPH characteristics. Shallow depth of field, sharp focus on the laughing face, optically correct background bokeh. Real-world lens physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including sweat sheen, fine pores, light stubble, and individual hair strands. High-fidelity detail in charpai rope weave, fabric fibers, and crumbling mud wall texture. No smoothing or retouching.

Color Science: Kodak Portra 400 film simulation. Warm, natural palette, accurate tonal roll-off, fine organic film grain, high dynamic range without oversaturation. Skin tone must be taken only from the reference image.

Technical Quality: 8K UHD resolution, extreme clarity, true photographic realism, physically accurate light interaction, editorial stock photography standard.

Aspect Ratio: 3:2.

Consistency & Safeguards:
– Identity, pose, clothing, lighting, and environment locked to the reference image
– Prevent hallucinated objects, wardrobe changes, or scene alterations
– Prevent anatomical errors, symmetry issues, or perspective distortion
– Maintain consistent realism and repeatability across generations
– Commercial, client-ready output only

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, symmetry errors, bad anatomy, airbrushed look, posed or staged appearance, studio lighting, dull colors, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly based on the reference image, with complete preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, and micro-details exactly as shown. No identity drift, beautification, or reinterpretation is allowed.

Style Lock: Cinematic environmental portrait with a romantic monsoon atmosphere. Ultra-photorealistic, documentary-grade realism only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Mid close-up to medium framing, clean cinematic composition suitable for professional editorial use. Subject seated on the rain-soaked edge of the massive Kumbhalgarh Fort walls. Perspective must remain realistic and physically plausible, with no exaggerated angles.

Subject & Pose: A contemplative Indian man in a candid storytelling moment. He extends one hand outward to feel falling raindrops while holding a steaming terracotta kulhad of tea in the other. Gentle, meditative expression exactly matching the reference image. Hand positions, posture, and balance must remain anatomically correct and unchanged.

Attire & Accessories:
– Plush dark green velvet Nehru jacket with realistic pile texture and moisture interaction
– Crisp white cotton kurta-pajama with natural folds and fabric behavior
– Vibrant, intricately tied Mothra (leheriya pattern) Safa with authentic dye pattern and fabric physics
– Large emerald ring visible on the finger
All clothing and accessories must match the reference image precisely, with no additions, removals, or stylistic exaggeration.

Environment: Ancient stone walls of Kumbhalgarh Fort slick with rain. Dramatic monsoon storm clouds descending and visually merging with the battlements. Lush green Aravalli hills below, partially obscured by mist. Rainfall must interact naturally with stone, fabric, skin, and air. No environmental elements may be added or altered beyond the reference image.

Lighting: Soft, diffused overcast monsoon light with volumetric fog. Rain streaks subtly catching light. The face remains sharp, evenly lit, and clearly readable despite moody conditions. No artificial or studio lighting.

Camera & Optics: 50mm prime lens look, f/1.8 aperture. Shallow depth of field with realistic background separation. Real-world lens behavior and optical physics only.

Color & Texture: Deep greens and earthy tones with cinematic color grading. Photorealistic wet textures on stone, fabric, and skin. Fine, natural film grain.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light and weather interaction, editorial and commercial-grade realism.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, and environment locked to the reference image
– Prevent hallucinated props, scenery, or wardrobe changes
– Prevent anatomical errors, distorted hands, or perspective issues
– Prevent style drift, fantasy elements, or exaggerated drama
– Ensure repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake rain effects, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, beard pattern, and all micro-features exactly as shown. No identity drift, beautification, age alteration, or reinterpretation is permitted.

Style Lock: Ultra-photorealistic cinematic wide environmental portrait. Documentary-grade editorial photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Wide environmental portrait with a sweeping cinematic perspective. Subject standing on ancient stone ghat steps, positioned naturally within the frame. Composition must maintain realistic spatial scale and environmental depth without distortion.

Subject & Expression: An Indian man with a serene, reverent expression, gazing outward over the water. Head angle, posture, and emotional tone must exactly match the reference image.

Attire & Draping:
– Matte ivory cotton-silk blend kurta with visible natural slubs and a soft, non-reflective finish
– Textured mustard yellow angavastram authentically draped over the left shoulder, showing realistic fabric weight, gravity, and folds
– White churidar with natural gathering at the ankles
All fabrics must appear natural, breathable, and physically accurate, with no synthetic shine or stylization.

Lighting: Majestic golden-hour sunrise. Low sun casting warm rim light on the subject and stone architecture, long atmospheric shadows, subtle natural lens flare, and smooth light falloff. Lighting must remain purely natural with no artificial sources.

Environment: Wide vista of a sacred river ghat at dawn. Worn sandstone steps leading into the water, rising river mist, distant softly blurred boats, early morning pilgrims, ancient temple architecture, and devotional smoke suspended in the air. Environmental elements must feel lived-in, balanced, and true to scale. No additions or removals beyond the reference image.

Camera & Optics: Phase One XF IQ4 150MP look with Schneider Kreuznach 45mm LS f/3.5 Blue Ring lens characteristics. Wide perspective with deep depth of field and exceptional clarity across the frame. Real-world optical behavior only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including visible pores, fine lines, realistic beard stubble, and accurate subsurface scattering under warm sunlight. Fabric weave and stone texture must hold up under close inspection.

Color Science: Kodak Portra 800 film simulation. Rich warm tones, deep golds and ochres, natural skin tones, high dynamic range preserving detail in both highlights and deep shadows. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme sharpness, physically accurate light behavior, atmospheric depth, and true documentary realism suitable for premium editorial and commercial use.

Aspect Ratio: 21:9 cinematic widescreen.

Consistency & Safeguards:
– Identity, expression, attire, lighting, and environment locked to the reference image
– Prevent hallucinated objects, people, architecture, or wardrobe changes
– Prevent anatomical errors, symmetry issues, or perspective distortion
– Prevent style drift, artificial effects, or cinematic exaggeration
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, synthetic fabric shine, glossy finish, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be directly based on the reference image, with absolute preservation of facial identity. Lock facial structure, proportions, bone anatomy, expression, hairstyle, and all distinguishing features exactly as shown. No identity drift, beautification, or reinterpretation is permitted.

Style Lock: Cinematic environmental portrait, ultra-photorealistic documentary realism. Editorial photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing that clearly captures facial detail while preserving the dynamic motion of the spin. Clean, professional composition suitable for commercial editorial use. No cropping or reframing that alters the motion or gesture from the reference image.

Subject & Pose: A Kalbelia nomad woman captured mid-spin in a high-energy, joyful moment. The skirt is fully flared in a near-circular form, with a wild, euphoric smile. Head angle, body rotation, arm position, and expression must exactly match the reference image. Motion must feel physically accurate and frozen at peak action.

Attire & Accessories:
– Voluminous jet-black Kalbelia ghagra skirt and kanchli blouse
– Heavy white cowrie shell and mirror embroidery that reflects light naturally
– Arms stacked with traditional Safed Chooda (white tribal bangles)
– Heavy oxidized silver coin necklace
All materials must show realistic weight, motion, and light interaction. No costume exaggeration or added adornments.

Lighting: Golden-hour backlight filtering through airborne dust, creating a natural halo effect around the subject. Soft, realistic frontal fill light ensuring the face remains sharp and readable. No artificial studio lighting or unrealistic glow.

Environment: Pushkar Camel Fair setting with atmospheric desert haze. Blurred silhouettes of camels and tents in the background, maintaining realistic scale and depth. Dust interaction must be physically plausible. No added or removed background elements beyond the reference image.

Camera & Optics: 35mm lens look for dynamic perspective, f/2.8 aperture, 1/1000s shutter speed to freeze motion. Real-world optics and motion physics only, with natural depth of field and authentic background blur.

Color & Texture: Rich, warm tones appropriate to golden hour. Accurate fabric textures, mirror reflections, metal patina, and dust particles. Fine, natural film grain with no oversaturation.

Technical Quality: 8K UHD resolution, extreme clarity, photorealistic motion rendering, physically accurate light and fabric behavior. Editorial and commercial-grade output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or scene alterations
– Prevent anatomical errors, distorted limbs, or broken motion physics
– Prevent style drift, fantasy effects, or exaggerated dramatization
– Ensure repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, fake motion blur, watermark, text, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly based on the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted.

Style Lock: Editorial stock photography, ultra-photorealistic realism. Documentary-grade, non-stylized photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Mid close-up to medium framing, subject seated naturally on the geometric stone steps of Chand Baori. Clean, professional composition with clear subject separation. Sharp focus on the eyes, with controlled background blur that preserves architectural readability.

Subject & Expression: An Indian Rajput man seated calmly, reading old handwritten manuscripts. Expression is composed, intellectual, and contemplative. Head angle, posture, gaze, and emotional tone must exactly match the reference image.

Attire & Appearance:
– Simple, everyday white cotton angarkha with visible fabric weave, natural wrinkles, and lived-in texture
– Authentic Rajasthani pagri (turban) in muted earth tones, loosely tied with realistic fabric weight and folds
Clothing must appear functional, worn-in, and strictly non-costume-like. No embellishment or stylization.

Props: Weathered handwritten manuscripts held naturally in the hands. Paper texture, aging, and handling must appear realistic and unchanged from the reference image.

Lighting: Soft, natural daylight providing even facial illumination with neutral tonal balance. No harsh shadows, no dramatic contrast, no artificial or directional lighting. Skin tone must be derived strictly from the reference image.

Environment: Chand Baori stepwell background with its iconic symmetrical geometric stone patterns. Background rendered with soft optical bokeh for subject separation while maintaining architectural authenticity. No added or removed elements.

Camera & Optics: 85mm lens look, f/1.8 aperture. Shallow depth of field with realistic falloff. Natural ISO grain. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived solely from the reference image, including pores, fine lines, and subtle tonal variation. No smoothing, retouching, or cosmetic enhancement.

Technical Quality: 8K UHD resolution, hyper-realistic detail, precise focus on eyes, physically accurate light behavior. Editorial stock photography standard suitable for professional and commercial use.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, props, and environment locked to the reference image
– Prevent hallucinated objects, wardrobe changes, or architectural distortion
– Prevent anatomical errors, deformed hands, or perspective issues
– Prevent style drift, cinematic exaggeration, or cultural misrepresentation
– Ensure repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, heavy makeup, Bollywood costume styling, exaggerated features, artificial lighting, AI artifacts, deformed hands, bad anatomy, watermark, text, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze direction, and all micro-features exactly as shown. No identity drift, beautification, age alteration, or reinterpretation is permitted.

Style Lock: Raw documentary photograph, vertical environmental portrait with a Magnum Photos aesthetic. Unposed, observational, real-world photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Vertical environmental portrait with a tight mid close-up to medium framing. Subject standing in a narrow alleyway, centered and confronting the lens directly. Hands held forward toward the camera as the primary focal point, face clearly readable behind them. No reframing that alters emphasis on the hands.

Subject & Expression: An Indian woman with a stoic, hardened, hardworking expression, looking directly into the lens. Expression, posture, and emotional tone must exactly match the reference image. No smile, no softening of features.

Crucial Detail – Hands (Priority Lock):
Hands extended forward and dominant in the frame. Skin must appear rough, overworked, gritty, and deeply stained with permanent magenta-pink and red dye. Pigment must be embedded into every crease, crack, fingernail bed, cuticle, and callous exactly as in the reference image. No cleaning, reduction, or alteration of staining is allowed.

Attire: A faded, simple printed cotton saree, visibly worn and work-stained. Fabric texture, fading, and dirt must remain authentic and unchanged. No styling, embellishment, or color enhancement beyond the reference image.

Environment: Narrow, dusty alleyway in an old Indian city. Peeling, textured walls on both sides. The subject is completely surrounded by thousands of taut neon pink and neon green manja (kite strings) stretched horizontally across wooden poles, forming a dense, chaotic tunnel. No addition or removal of strings, poles, or architectural elements.

Lighting: Harsh midday sunlight filtering through the translucent canopy of neon threads above. This must cast sharp, high-contrast neon pink and green color shadows and light patterns directly onto the subject’s face, arms, hands, and clothing. Lighting must remain natural, directional, and unforgiving. No fill light, no studio correction.

Camera & Optics: Leica M10-R look with Summilux-M 50mm f/1.4 ASPH characteristics. Shallow depth of field with critical focus locked on the stained texture of the hands, while the face remains sharp enough to retain identity. Real-world optical physics only.

Color & Texture: Fuji Velvia film simulation pushed for saturation. Intense neon pinks and greens contrasted against earthy browns and greys. High contrast, heavy naturalistic film grain. No digital smoothing or noise reduction.

Technical Quality: 8K UHD resolution, extreme sharpness on micro-details, physically accurate color cast and shadow behavior, uncompromising documentary realism. No artificial gloss or cinematic polish.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, expression, hands, stains, attire, lighting, and environment locked to the reference image
– Prevent hallucinated cleanliness, softened hands, reduced dye, or altered textures
– Prevent anatomical errors, symmetry corrections, or aesthetic beautification
– Prevent style drift, studio lighting, or staged appearance
– Ensure repeatable, client-ready documentary output across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, clean hands, studio lighting, smiling, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with complete preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted.

Style Lock: Cinematic environmental portrait with ultra-photorealistic, editorial-grade realism. Documentary-style photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Mid close-up to medium framing within an ornate stone jharokha window frame. Clean, balanced composition suitable for professional editorial use. Facial details must be clearly visible while preserving environmental context.

Subject & Pose: An Indian man seated in a contemplative pose, posture relaxed and thoughtful. Expression, head angle, gaze, and body language must exactly match the reference image. He holds a vintage quill pen paused in thought; hand position and grip must remain anatomically correct and unchanged.

Attire & Accessories:
– Premium hand-block printed cotton kurta with intricate indigo patterns and visible fabric texture
– Fitted churidar with natural folds and fabric behavior
– Textured, crinkled silk stole draped naturally over the shoulder, showing realistic weight and sheen
– Vibrant orange bandhani turban with authentic tie-dye pattern and fabric physics
– Traditional Jaipuri mojari shoes
All garments and accessories must match the reference image precisely, appearing refined, authentic, and non-costume-like.

Environment: Interior of an ancient Mandawa haveli. Weathered stone architecture and walls adorned with historic, colorful Shekhawati fresco paintings. Wall textures, paint wear, and architectural details must remain authentic and unchanged. No added or removed elements.

Lighting: Soft, directional natural window light illuminating the face clearly in a Rembrandt-style pattern. Subtle falloff into shadow, with atmospheric dust motes visible in the light beam. No flat, artificial, or studio lighting.

Camera & Optics: 50mm prime lens look, f/1.8 aperture. Deep depth of field sufficient to retain architectural and fresco detail while keeping the subject clearly dominant. Real-world optical physics only.

Color & Texture: Rich, natural colors with accurate pigment rendering in textiles and frescoes. Fine, organic film grain. No oversaturation or digital gloss.

Technical Quality: 8K UHD resolution, extreme clarity, photorealistic textures, physically accurate light interaction. Editorial and commercial-grade output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, accessories, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or architectural alterations
– Prevent anatomical errors, distorted hands, or perspective issues
– Prevent style drift, artificial effects, or cinematic exaggeration
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, stubble pattern, and all micro-features exactly as shown. No identity drift, beautification, age inference, or reinterpretation is permitted.

Style Lock: Ultra-photorealistic cinematic documentary portrait. Editorial-grade, real-world photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing, eye-level, clean and candid composition suitable for professional editorial use. Subject standing naturally on a traditional verandah. No reframing that alters posture or gesture from the reference image.

Subject & Expression: An Indian man with a relaxed, genuine smile, caught in a candid moment looking away from the camera. Head angle, gaze direction, posture, and emotional tone must exactly match the reference image.

Attire:
– Crisp, matte-finish white cotton veshti with a thin, authentic gold zari border, authentically draped with natural folds and slight creases
– Pastel mint green short-sleeve cotton shirt with visible yarn texture, natural fabric fall, and no synthetic sheen
All fabrics must appear breathable and physically accurate, with no costume styling or exaggerated color.

Lighting: Soft, diffused natural daylight streaming from an open courtyard. Gentle shadows with smooth falloff, highlighting fabric and wood textures. No harsh highlights, no artificial or studio lighting.

Environment: Traditional Chettinad house verandah featuring dark, polished wooden pillars, antique Athangudi floor tiles, and an intricate, freshly drawn white rice-flour kolam on the floor. Architectural details and surface wear must remain authentic and unchanged.

Camera & Optics: Leica M10-R digital rangefinder look with Summilux-M 50mm f/1.4 ASPH characteristics. Shallow depth of field, sharp focus on the face and shirt texture, natural optical bokeh in the background courtyard. Real-world optics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including visible pores, light stubble, fine sweat sheen, and individual hair strands. Visible individual rice-flour particles in the kolam pattern. No smoothing or retouching.

Color Science: Kodak Portra 400 film simulation. Natural, slightly desaturated palette, true-to-life skin tones derived from the reference image, fine organic film grain, editorial-grade grading.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light interaction, documentary realism, unposed authenticity.

Aspect Ratio: 4:5.

Consistency & Safeguards:
– Identity, expression, attire, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or architectural alterations
– Prevent anatomical errors, symmetry issues, or perspective distortion
– Prevent style drift, artificial effects, or posed appearance
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, synthetic fabric shine, posed look, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, stubble pattern, and all distinguishing micro-features exactly as shown. No identity drift, beautification, age inference, or reinterpretation is permitted.

Style Lock: Ultra-photorealistic cinematic editorial portrait captured on 35mm film. Documentary realism with fashion-editorial polish. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing with dynamic forward motion. Subject walking toward the camera mid-stride. Clean, professional composition suitable for commercial editorial use. Motion must feel natural and physically accurate.

Subject & Expression: A modern Indian man with a confident, easy, genuine smile, caught candidly mid-stride. Head angle, gaze direction, posture, and expression must exactly match the reference image.

Attire:
– Dusty rose pink handloom khadi kurta with visible coarse yarn slubs, natural crinkles, and a purely matte finish
– Dark blue straight-leg raw selvedge denim jeans with subtle natural wear and rolled cuffs
– Worn brown leather strap sandals
All fabrics and materials must appear authentic, breathable, and non-synthetic, with realistic drape and wear.

Action / Prop: One hand holding a rustic, unglazed earthenware clay kulhad with visible steam rising. Steam behavior must be physically accurate and consistent with lighting and motion.

Lighting: Dramatic golden-hour contre-jour backlighting creating a warm rim light around the subject and the steam. Long natural shadows across the rooftop surface and subtle warm lens flare. No artificial or studio lighting.

Environment: Weathered urban rooftop in a dense Indian metropolis. Cracked tiles, potted plants, and water tanks present with realistic scale and wear. No added or removed environmental elements beyond the reference image.

Background: Expansive city skyline transitioning into warm, shimmering bokeh lights as twilight sets in. Atmospheric urban haze with optically correct depth and light behavior.

Camera & Optics: Leica M10-R digital rangefinder look with Summicron-M 35mm f/2 ASPH characteristics. Wide environmental context with sharp subject focus. Natural depth of field and authentic optical bokeh. Real-world lens physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine facial hair, subtle sweat sheen, and individual hair strands. No smoothing or cosmetic retouching.

Color Science: 35mm film look with warm golden-hour tones, balanced contrast, and fine organic film grain. No oversaturation or artificial color shifts.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light and motion interaction, documentary realism with fashion editorial standards. Client-ready output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, expression, attire, motion, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or background alterations
– Prevent anatomical errors, symmetry issues, or distorted motion
– Prevent style drift, artificial effects, or studio staging
– Ensure consistent, repeatable, commercial-grade results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, shiny polyester, studio background, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Editorial stock photography with ultra-photorealistic, documentary-grade realism. Non-stylized, real-world photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Mid close-up to medium framing, clean and balanced for professional editorial use. Subject seated on a weathered sandstone rock at Gadisar Lake. Clear subject separation with shallow depth of field; eyes in sharp focus.

Subject & Pose: An Indian man in a relaxed, contemplative posture—one leg raised with foot on the rock, one hand resting casually on the knee, gazing toward the distant horizon. Head angle, posture, gaze, and emotional tone must exactly match the reference image.

Attire & Accessories:
– Authentic white cotton angrakha with subtle linen texture, natural wrinkles, and breathable fabric behavior
– Matching white dhoti with realistic folds and drape
– Vibrant Pachrangi (five-colored) Jodhpuri safa turban with authentic tying and fabric physics
– Saffron fabric sash wrapped around the waist
– Gold “Murki” earrings with accurate metal patina
– Vintage wooden staff (lathi) resting naturally against the shoulder
All garments and accessories must appear functional, lived-in, and strictly non-costume-like.

Lighting: Soft golden-hour morning sunlight providing even facial illumination and warm tonal balance. No harsh shadows, no artificial or studio lighting. Light behavior must be physically accurate.

Environment: Gadisar Lake setting with calm water and blurred yellow sandstone chhatris in the background. Natural atmospheric separation and scale. No added or removed environmental elements beyond the reference image.

Camera & Optics: 85mm lens look, f/1.8 aperture. Shallow depth of field with realistic falloff. Natural ISO grain. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, and subtle tonal variation. No smoothing, retouching, or cosmetic enhancement.

Color & Texture: Warm, natural color palette appropriate to early morning light. Accurate fabric fibers, wood grain, stone texture, and water reflections. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, hyper-realistic textures, physically accurate light interaction. Editorial stock photography standard suitable for professional and commercial use.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, accessories, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or architectural distortion
– Prevent anatomical errors, deformed hands, or perspective issues
– Prevent style drift, cinematic exaggeration, or cultural misrepresentation
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, heavy makeup, Bollywood costume styling, exaggerated features, artificial lighting, AI artifacts, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze, and all distinguishing micro-features exactly as shown. No identity drift, beautification, age inference, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Cinematic environmental portrait with ultra-photorealistic, documentary-grade realism. Editorial photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Mid close-up to medium framing, clean and intimate composition suitable for professional editorial use. Subject seated on a woven cot outside a traditional mud-brick home. Shallow depth of field with clear subject separation; eyes in sharp focus.

Subject & Pose: A Bishnoi matriarch paused mid-motion while operating a rustic wooden charkha (spinning wheel). She looks directly into the lens with a warm, authoritative, kind, motherly smile. Head angle, posture, hand placement, and emotional tone must exactly match the reference image.

Attire & Accessories:
– Vibrant red patterned cotton ghagra skirt and odhni veil, appearing aged, daily-wear, and hand-loomed with rich, visible fabric texture
– Traditional gold Timaniya necklace
– Heavy, ornate gold jhumka earrings catching natural light
All garments and jewelry must appear authentic, lived-in, and non-costume-like, with realistic weight and patina.

Environment: Exterior of a traditional village home with a highly textured cow-dung (gobar) plastered wall behind the subject. Rustic village elements softly blurred in the background. No added or removed environmental elements beyond the reference image.

Lighting: Warm golden afternoon sunlight striking the face from the side in a Rembrandt-style pattern. Light must emphasize natural facial lines, wrinkles, and fabric texture while maintaining sharp facial clarity. No flat or artificial lighting.

Camera & Optics: 85mm prime lens look, f/1.8 aperture. Shallow depth of field with realistic falloff. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including fine lines, pores, and realistic surface variation. No smoothing, retouching, or cosmetic enhancement.

Color & Texture: Rich earth tones with accurate fabric dyes, wood grain on the charkha, and wall texture. Fine, natural film grain. No oversaturation or digital gloss.

Technical Quality: 8K UHD resolution, extreme clarity, photorealistic textures, physically accurate light interaction. Editorial and commercial-grade output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, accessories, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or background alterations
– Prevent anatomical errors, deformed hands, or perspective issues
– Prevent style drift, cinematic exaggeration, or artificial effects
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated output must be strictly based on the reference image, preserving identical facial structure, proportions, bone anatomy, expression, gaze direction, hairstyle, and all micro-features. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic environmental portrait with documentary realism and a National Geographic aesthetic. Style is fully locked and must remain consistent across generations.

Framing & Composition: Mid close-up to medium framing, subject leaning casually with the back against a heavily weathered, moss-covered rustic wooden fence. Clean, professional composition suitable for editorial and commercial use.

Subject & Expression: A contemplative Assamese man with light stubble and a serene, distant gaze looking toward the horizon. Head angle, posture, and emotional tone must exactly match the reference image.

Attire:
– Slim-fit hand-loomed white organic cotton kurta and matching pajama with natural fabric slubs, matte finish, and realistic wrinkles
– Authentically woven red-and-white Assamese gamusa draped naturally over the left shoulder, showing detailed thread work and a slightly damp texture from humid air
All fabrics must appear breathable, non-synthetic, and physically accurate.

Lighting: Soft, heavily diffused overcast daylight. Flat, even illumination with gentle shadow falloff, creating a calm, moody atmosphere. No harsh highlights, no synthetic shine, no directional sun.

Environment: Misty green tea garden landscape in Assam. Rolling hills of dense tea bushes blanketed in thick fog, wet earth, mist droplets visible in the air and on foliage, distant blurred shade trees. High humidity must be evident through moisture interaction on skin, fabric, and wood. No added or removed elements beyond the reference image.

Camera & Optics: Phase One XF IQ4 150MP look with Schneider Kreuznach 110mm LS f/2.8 characteristics. Atmospheric compression, shallow depth of field, sharp focus on the face and gamusa texture, creamy textured bokeh in the misty background. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, humidity moisture sheen, and realistic hair strands. High-fidelity detail in coarse cotton weave and mossy wood grain. No smoothing or retouching.

Color Science: Kodak Portra 800 film simulation. Muted, natural palette dominated by deep greens and earthy browns, with accurate red/white contrast of the gamusa. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light and moisture interaction, documentary-grade realism. Client-ready, professional output.

Aspect Ratio: 4:5.

Consistency & Safeguards:
– Identity, expression, attire, lighting, and environment locked to the reference image
– Prevent hallucinated objects, wardrobe changes, or landscape alterations
– Prevent anatomical errors, symmetry issues, or perspective distortion
– Prevent style drift, artificial effects, or studio lighting
– Ensure consistent, repeatable results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, shiny polyester, studio lighting, sunny day, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, stubble pattern, and all distinguishing micro-features exactly as shown. No identity drift, beautification, age inference, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic editorial fashion vertical portrait. Real-world, non-stylized photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing, vertical orientation, clean editorial composition. Subject seated casually on the weathered concrete parapet edge of an old art-deco building. No reframing that alters posture or attitude from the reference image.

Subject & Expression: A stylish Indian man with a confident, cinematic smirk, looking slightly off-camera to the side. Posture is relaxed yet commanding. Head angle, gaze direction, and emotional tone must exactly match the reference image. Do not look into the camera.

Attire & Accessories:
– Fitted earthy-toned linen kurta (olive green or rust) with rolled-up sleeves, visible fabric weave, natural wrinkles, and matte finish
– Dark selvedge denim jeans with realistic texture and wear
– Premium tortoise-shell wayfarer sunglasses with accurate reflections
– Chunky, high-end wristwatch visible on the left wrist with realistic metal and glass behavior
All clothing and accessories must appear authentic, premium, and non-synthetic.

Action / Prop: A large, colorful wooden firki (kite spool) held casually over the right shoulder. Scale, weight, and grip must be physically accurate and unchanged from the reference image.

Lighting: Warm late-afternoon golden-hour sunlight casting long, dramatic shadows. Light must reveal stubble texture, linen weave, and subtle highlights on the watch and sunglasses. No artificial glow or studio lighting.

Environment: Rooftop of a heritage art-deco building in South Mumbai. Weathered concrete textures visible. No added or removed rooftop elements beyond the reference image.

Background: Vertically oriented, shallow depth-of-field bokeh of the sweeping Marine Drive curve, the Arabian Sea, and a hazy city skyline, dotted with numerous kites. Background blur must be optically correct and consistent with lens physics.

Camera & Optics: Hasselblad X2D 100C look with XCD 80mm f/1.9 characteristics. Extremely high resolution, natural color rendition, realistic depth of field, and authentic bokeh. Real-world optics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, light stubble detail, and subtle tonal variation. No smoothing, airbrushing, or cosmetic retouching.

Color Science: Natural editorial color palette with warm golden-hour tones. Accurate material colors and controlled contrast. Fine, organic grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light interaction, fashion-editorial standard suitable for professional and commercial use.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, expression, attire, prop, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or skyline alterations
– Prevent anatomical errors, symmetry issues, or perspective distortion
– Prevent style drift, studio staging, or artificial effects
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, studio shot, looking at camera, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Cinematic environmental portrait with an Old Money luxury editorial aesthetic. Ultra-photorealistic, real-world photography only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Mid close-up to medium framing, clean and authoritative composition suitable for premium editorial and commercial use. Subject standing confidently on the grassy Jaipur Polo Ground immediately after a match. Eyes must remain sharp and clearly readable.

Subject & Expression: An Indian polo player with a confident “game-winner” presence. Subtle smirk, composed posture, relaxed dominance. Expression, head angle, stance, and emotional tone must exactly match the reference image.

Attire:
– Tailored white stretch cotton riding breeches with realistic tension and fabric behavior
– Navy blue pique cotton polo shirt with an ornate embroidered fictional royal crest patch on the chest (non-branded, non-identifiable)
– Polished knee-high brown equestrian leather boots with accurate creasing and patina
All garments must appear premium, functional, and authentic—never costume-like or stylized.

Props & Accessories:
– Polo mallet held loosely in one gloved hand
– Polo helmet tucked securely under the opposite arm
– Vintage-style tortoiseshell aviator sunglasses with realistic reflections
– Textured brown leather riding gloves
Grip, weight, and positioning of all props must remain physically accurate and unchanged from the reference image.

Lighting: Warm golden-hour sunset light striking from the side. Natural rim light defining the silhouette and highlighting leather textures and a subtle sweat sheen on skin. Face must remain sharp, evenly readable, and naturally contoured. No artificial or studio lighting.

Environment: Jaipur Polo Ground with realistic grass texture and post-match atmosphere. No added or removed environmental elements beyond the reference image.

Background: Softly blurred pavilion structures of the polo grounds and the distant, hazy silhouette of Nahargarh Fort on the hills. Background separation must be optically correct and consistent with lens physics.

Camera & Optics: 85mm prime lens look, f/1.4 aperture. Shallow depth of field with creamy, realistic bokeh. Real-world optics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, light sweat sheen, and realistic highlights. No smoothing, retouching, or cosmetic enhancement.

Color & Texture: Rich, film-grade color palette with warm sunset tones. Accurate leather grain, fabric weave, metal details, and grass texture. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light interaction, photorealistic textures. Premium editorial and commercial-grade output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, expression, attire, props, lighting, and environment locked to the reference image
– Prevent hallucinated branding, logos, or non-fictional insignia
– Prevent anatomical errors, deformed hands, or perspective issues
– Prevent style drift, cinematic exaggeration, or artificial effects
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze, hairstyle, stubble pattern, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic vertical full-body portrait. Documentary-grade editorial realism only. Style must remain fully locked and consistent across all generations.

Framing & Composition: Full-body vertical framing, low-angle perspective to emphasize stature and connection to the land. Clean, professional composition suitable for editorial and commercial use. Head and feet must be fully visible.

Subject & Expression: An Indian farmer with a weathered, dignified presence and a gaze of quiet pride. Head angle, posture, stance, and emotional tone must exactly match the reference image.

Attire:
– Handwoven knee-length white organic cotton kurta with visible coarse khadi weave, natural crinkles, and realistic fabric weight
– Neatly pleated ankle-length cream dhoti with authentic drape and subtle field dust at the hem
All fabrics must appear breathable, matte, and physically accurate, with lived-in wear consistent with field conditions.

Lighting: Soft morning golden-hour sunlight filtering through tall sugarcane stalks, creating natural rim light (contre-jour) and volumetric god rays. Gentle bounce light illuminates the face clearly. No artificial or studio lighting.

Environment: Immersive rural sugarcane field in Maharashtra. Towering green stalks with sharp leaves, morning mist near the ground, dew droplets on foliage catching light. Spatial scale and plant density must remain realistic and unchanged.

Camera & Optics: Phase One XF IQ4 150MP look with Schneider Kreuznach 80mm LS f/2.8 Blue Ring characteristics (backup: Hasselblad X2D 100C look). Ultra-shallow depth of field with sharp focus on eyes and fabric texture, creamy background bokeh. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, sun-weathered character, vellus hair, visible veins on calloused hands, and accurate subsurface scattering. No smoothing, no artificial glow.

Color Science: Kodak Portra 400 film simulation. Rich earth tones, vibrant but natural greens, warm sunlight, high dynamic range without oversaturation. Cinematic yet truthful grading.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light, moisture, and fabric interaction. Documentary realism, editorial photography standard.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, expression, posture, attire, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or landscape alterations
– Prevent anatomical errors, symmetry issues, or perspective distortion
– Prevent style drift, artificial effects, or staged appearance
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, cropped head, cut off feet, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze direction, beard shape and density, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, age inference, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic lifestyle portrait with an Old Money editorial fashion aesthetic. Real-world, non-stylized photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Medium shot, vertical orientation, subject seated casually on a weathered sandstone wall within an ancient haveli courtyard. Clean, composed framing with elegant negative space and clear subject separation.

Subject & Action: A sophisticated Indian man seated in a relaxed posture, looking down at a vintage analog wristwatch on his wrist in a quiet, contemplative moment. Head angle, posture, gaze, and emotional tone must exactly match the reference image.

Attire & Footwear:
– Earthy beige raw silk kurta with visible natural slubs, organic weave imperfections, and a strictly matte finish
– Crisp straight-cut white cotton pajamas with realistic folds and fabric weight
– Hand-stitched brown leather mojaris with authentic creasing and wear
All materials must appear premium, breathable, and physically accurate. No synthetic sheen, no embellishment, no excess embroidery.

Lighting: Soft, diffused afternoon daylight creating gentle Rembrandt-style shadowing. Light must accentuate raw silk texture, beard detail, skin pores, and sandstone porosity. No harsh highlights, no artificial or studio lighting.

Environment: Heritage haveli courtyard. Background rendered with shallow depth of field featuring out-of-focus intricate stone jaali latticework, aged sandstone textures, and architectural depth conveying historic grandeur. No added or removed elements.

Camera & Optics: Fujifilm GFX 100S look with GF 80mm f/1.7 R WR characteristics. Medium-format depth rendition, creamy optical bokeh, high micro-contrast, and true lens behavior. Real-world optics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, vellus hair, subtle natural oils without shine. Beard hairs must be individually resolved and sharply defined. Raw silk fabric must show microscopic fiber detail and realistic drape.

Color Science: Kodak Portra 160 film simulation. Soft contrast, restrained dynamic range, desaturated earthy palette (beige, sandstone, brown, cream), true-to-life skin tones. Elegant, understated editorial grading only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light and material interaction. Editorial fashion standard suitable for premium commercial use.

Aspect Ratio: 4:5.

Consistency & Safeguards:
– Identity, expression, attire, action, lighting, and environment locked to the reference image
– Prevent hallucinated accessories, wardrobe changes, or architectural alterations
– Prevent anatomical errors, symmetry corrections, or perspective distortion
– Prevent style drift, glamour retouching, or artificial effects
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, shiny polyester, sequins, embroidery overload, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze direction, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic wide environmental portrait with a documentary / National Geographic aesthetic. Real-world photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Wide environmental composition, subject seated cross-legged on a patterned traditional wool rug (galicha) on the shaded stone veranda of an ancient, weathered wada. Clean, observational framing that preserves environmental context and scale. No reframing that alters posture or gesture from the reference image.

Subject & Expression: A dignified Maharashtrian patriarch with a joyful, hearty laugh, looking off-camera to the left. Expression, head angle, posture, and emotional tone must exactly match the reference image.

Attire:
– Crisp, ironed white cotton dhoti-kurta with realistic fabric weight, folds, and matte finish
– Traditional crimson Puneri pagadi (turban) with authentic gold detailing and fabric physics
All garments must appear authentic, ceremonial yet everyday, and non-stylized.

Environment & Props: The subject is fully surrounded by an abundant harvest exactly as shown in the reference image:
– Large piles of thick sugarcane stalks
– Woven baskets overflowing with green and red bor berries
– Bundles of fresh golden wheat ears
– Vibrant orange marigold garlands draped naturally
The stone walls of the wada must appear aged, textured, and timeworn. No props may be added, removed, rearranged, or idealized.

Lighting: Soft, natural daylight filtering through the open courtyard. Gentle light–shadow interplay emphasizing stone texture, agricultural produce, fabric detail, and expressive facial lines. No flat, artificial, or studio lighting.

Camera & Optics: Phase One XF IQ4 150MP look with Schneider Kreuznach 35mm LS f/3.5 characteristics. Wide perspective with deep depth of field, immense detail across the frame, and high dynamic range. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, wrinkles, fine lines, and realistic surface variation. No smoothing, retouching, or cosmetic enhancement.

Color Science: Natural documentary color rendering with accurate agricultural hues, stone tones, and fabric colors. Fine, organic film grain consistent with 16-bit raw capture. No oversaturation or artificial grading.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light and material interaction, documentary realism suitable for premium editorial use.

Aspect Ratio: 16:9 cinematic widescreen (as specified).

Consistency & Safeguards:
– Identity, expression, attire, environment, props, and lighting locked to the reference image
– Prevent hallucinated harvest items, wardrobe changes, or architectural alterations
– Prevent anatomical errors, symmetry corrections, or perspective distortion
– Prevent studio styling, urban elements, or modern artifacts
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull colors, symmetry errors, bad anatomy, airbrushed look, studio portrait, serious expression, modern clothing, urban setting, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze direction, hairstyle, stubble pattern, and all distinguishing micro-features exactly as shown. No identity drift, beautification, age inference, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic documentary portrait with a Magnum Photos aesthetic. Real-world, non-stylized photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing, vertical orientation. Subject standing sideways in a contemplative pose near a window, clean minimalist composition with strong negative space. No reframing that alters posture or gesture from the reference image.

Subject & Action: A thoughtful Indian man with slight stubble, engrossed in reading a worn paperback book held in one hand. Head angle, body orientation, gaze direction, and emotional tone must exactly match the reference image. Moment must feel candid and unposed.

Attire:
– Off-white raw khadi cotton kurta with coarse, visible hand-spun weave, natural slubs, and a strictly matte finish
– Simple white cotton pyjama pants with realistic drape and folds
All fabrics must appear breathable, utilitarian, and authentic. No synthetic sheen or costume styling.

Lighting: Dramatic, directional natural light entering from a single side window. High-contrast chiaroscuro lighting with deep, elongated shadows. A defined light shaft illuminates the face, book pages, fabric texture, and wall surface. Dust motes visible within the light beam. No fill light, no studio lighting.

Environment: Raw, minimalist interior. Subject positioned near an old window against an unfinished grey concrete wall with visible texture, cracks, stains, and surface irregularities. No decorative elements or added props.

Camera & Optics: Leica M10 Monochrom look with Summilux-M 50mm f/1.4 ASPH characteristics. Shallow depth of field, sharp focus on the subject’s profile and the book, natural optical bokeh falling into shadow. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, minor imperfections, fine facial hair, and realistic hair strands. The paper grain, wear, and aging of the book must be clearly visible. No smoothing or retouching.

Color Science: High-contrast black-and-white film simulation (Kodak Tri-X 400). Emphasis on texture, form, tonal separation, and light geometry. Natural film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light behavior, documentary realism suitable for premium editorial use.

Aspect Ratio: 4:5.

Consistency & Safeguards:
– Identity, expression, attire, lighting, environment, and props locked to the reference image
– Prevent hallucinated props, wardrobe changes, or environmental additions
– Prevent anatomical errors, symmetry corrections, or perspective distortion
– Prevent style drift, glamour retouching, or staged appearance
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, fake bokeh, flat lighting, dull tones, symmetry errors, bad anatomy, airbrushed look, shiny polyester, posed look, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated output must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze direction, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, enhancement, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Cinematic environmental portrait with ultra-photorealistic, documentary-grade realism. Adventure/editorial photography only. Style must remain fully locked and consistent across generations with no stylistic mutation.

Framing & Composition: Mid close-up to medium framing, clean cinematic composition suitable for professional editorial use. Subject seated naturally atop the pristine bonnet of a brand-new, unbranded off-road jeep within a dense jungle setting. Composition must maintain believable balance and real-world posture.

Subject & Pose: A rugged, confident Indian man with an adventurous demeanor. He holds vintage leather-wrapped binoculars and looks off-camera toward the wilderness with a focused, alert gaze. Head angle, posture, grip, body tension, and emotional tone must exactly match the reference image.

Attire (Locked):
– Textured earth-toned linen Nehru jacket with visible weave and realistic drape
– Khaki cotton kurta with natural wrinkles and a matte finish
– Rugged denim jeans with authentic wear and fabric behavior
All garments must appear premium, functional, and non-costume-like, with accurate weight and movement.

Accessories (Locked):
– Distressed leather bracelet on the wrist
– Traditional silver amulet (taveez) pendant worn naturally around the neck
Accessory scale, weight, patina, and placement must remain unchanged from the reference image.

Lighting: Dappled golden sunlight filtering through a dense forest canopy. Soft, natural pools of light fall across the face and jeep, maintaining clear facial readability while preserving jungle contrast. No artificial, studio, or cinematic lighting additions.

Environment: Authentic Ranthambore jungle setting with thick foliage, deep greens, layered vegetation, and natural depth. Background includes moss-covered ancient stone ruins partially hidden among roots and undergrowth. Environmental elements must remain unchanged, realistic, and grounded.

Camera & Optics: 50mm prime lens look, f/1.8 aperture. Shallow depth of field with realistic subject separation and optically correct bokeh. Real-world lens physics only—no distortion or synthetic blur.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, subtle sweat or humidity sheen, and realistic hair strands. No smoothing, retouching, or digital enhancement.

Color & Texture: Rich greens and earthy tones with restrained cinematic color grading. Accurate rendering of fabric fibers, leather grain, metal patina, stone texture, vehicle paint, and foliage detail. Fine, natural film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light interaction, photorealistic textures. Editorial and commercial-grade output suitable for client-facing use.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, expression, attire, accessories, lighting, environment, and vehicle locked to the reference image
– Prevent hallucinated branding, props, wildlife, vehicles, or scene changes
– Prevent anatomical errors, deformed hands, posture shifts, or perspective issues
– Prevent style drift, fantasy elements, or exaggerated cinematic effects
– Ensure consistent, repeatable, professional results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly based on the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Cinematic environmental portrait with a dramatic low-angle perspective. Ultra-photorealistic, documentary-grade realism only. Style must remain fully locked and consistent across generations.

Framing & Composition: Extreme low-angle view from the bottom of Chand Baori, looking upward. Foreground-dominant composition with sharp focus on heavy, ornate traditional silver payal (anklets) resting on worn stone steps. Upper tiers remain clearly legible within a deep depth of field. Composition must preserve the monumental vertical geometry and scale of the stepwell.

Foreground Priority (Focus Lock):
– Traditional silver payal anklets resting naturally on aged stone steps
– Metal weight, patina, engraving, and contact with stone must be physically accurate
– Stone surface wear, chips, and texture must be clearly visible
Foreground focus must remain locked and dominant.

Subject & Pose: An Indian woman positioned on an upper tier of the stepwell, peering downward with a captivating, composed expression. Head angle, gaze direction, posture, and emotional tone must exactly match the reference image.

Attire & Accessories:
– Flowing yellow-and-green tie-dye leheriya silk saree, with the pallu caught dynamically in the wind, showing realistic silk movement, tension, and fabric weight
– Antique silver kandora (waist chain) visible with accurate drape and metal behavior
All textiles and jewelry must appear authentic, balanced, and non-costume-like.

Environment: Chand Baori / Abhaneri stepwell with its iconic, infinite geometric crisscross stair pattern rising around the subject. Architectural symmetry, stone repetition, and depth must remain accurate and undistorted. No added or removed elements.

Lighting: Soft, diffused natural daylight filtering down from above the well. Even illumination must ensure the face remains clearly readable despite the upward angle. Subtle shadow gradients must reinforce depth and geometry. No artificial or studio lighting.

Camera & Optics: 24mm wide-angle lens look with deep depth of field. Real-world wide-angle perspective compression and edge behavior only. No distortion beyond natural lens characteristics.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, and realistic surface variation. No smoothing, retouching, or artificial enhancement.

Color & Texture: Natural yet cinematic color grading. Accurate stone hues, silver patina, and leheriya dye contrast. Fine, organic grain only. No oversaturation or dulling.

Technical Quality: 8K UHD resolution, extreme clarity across foreground and background, physically accurate light interaction, photorealistic textures. Editorial and commercial-grade output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, jewelry, lighting, and architecture locked to the reference image
– Prevent hallucinated ornaments, architectural changes, or altered geometry
– Prevent anatomical errors, perspective distortion, or scale inconsistencies
– Prevent style drift, fantasy elements, or cinematic exaggeration
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated output must be strictly based on the reference image, with complete preservation of facial identity. Lock facial structure, proportions, bone anatomy, profile silhouette, expression, eye shape, nose structure, lips, jawline, and all micro-features exactly as shown. No identity drift, beautification, stylization, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic fine-art environmental portrait, executed in live-action realism while accurately echoing the visual proportions, elegance, and compositional restraint of the iconic Bani Thani Kishangarh miniature aesthetic. This is not illustration or painting—photographic realism only. Style must remain fully locked and consistent across generations.

Framing & Composition: Strict side-profile composition. Clean, classical framing with elegant negative space. Facial profile alignment, neck posture, and head tilt must remain identical to the reference image.

Subject & Pose: An Indian woman standing gracefully, captured in a precise side-profile pose. Expression is serene, poised, and timeless. One delicate hand holds a fresh pink lotus flower close to the chest. Hand anatomy, finger curvature, and gesture must remain anatomically correct and unchanged.

Attire & Accessories:
– Sheer, gossamer silk translucent odhni (veil) with intricate real gold zari wirework embroidery, showing realistic translucency, fabric tension, and light interaction
– Large, prominent traditional gold besari (nose ring) with a pearl and precious-stone drop, correctly weighted and balanced
– Deep, winged kohl (kajal) defining elongated eyes exactly as seen in the reference image
All jewelry and textiles must appear authentic, physically accurate, and non-costume-like.

Environment: Lush, blooming Sawan–Bhado style garden with manicured hedges, flowering plants, and subtle water fountains. Background elements must remain softly rendered and subordinate to the subject, with no additions or removals beyond the reference image.

Lighting: Soft, diffused golden-hour daylight creating a gentle, painterly glow while maintaining sharp, realistic facial definition. Light must wrap smoothly around the profile with no harsh highlights or artificial effects.

Camera & Optics: 85mm prime lens look, f/1.4 aperture. Shallow depth of field with optically correct bokeh. Real-world lens behavior only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine surface variation, and realistic subsurface light behavior. No smoothing, no artificial glow, no retouching.

Color & Texture: Fine-art color grading inspired by classical Indian miniature palettes while maintaining photographic realism. Accurate silk sheen, gold metal reflectivity, gemstone refraction, and floral color fidelity. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, hyper-realistic textures, physically accurate light–material interaction. Professional, gallery-grade, client-ready output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, profile geometry, pose, attire, jewelry, and environment locked to the reference image
– Prevent exaggerated elongation, stylized distortion, or miniature-painting abstraction
– Prevent anatomical errors, deformed hands, or facial proportion shifts
– Prevent fantasy elements, CGI artifacts, or illustration-like rendering
– Ensure consistent, repeatable, premium results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated output must be strictly based on the reference image, preserving identical facial structure, bone anatomy, proportions, expression, gaze intensity, hairstyle, and all distinguishing micro-features. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic environmental portrait with a gritty, heroic documentary realism aesthetic. Medium-format film look only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing, vertical orientation. Subject leaning against an ancient, textured blue wall in a narrow alley of Jodhpur’s old city. Clean yet dramatic composition emphasizing defiance and presence; no reframing that alters posture or attitude from the reference image.

Subject & Pose: A charismatic Rajasthani man in a heroic, defiant stance (“Fighter Premi” persona). Piercing, passionate gaze; body language grounded and resilient. Head angle, lean, and emotional tone must exactly match the reference image.

Attire & Accessories:
– Heavily worn, sun-faded denim jacket with authentic abrasion, fraying, and color loss
– Torn earth-toned cotton kurta layered beneath, visibly distressed and dust-marked
– Loosely tied vibrant red bandhani pagri (turban) with realistic fabric physics
– Leather hand wraps indicating a fighter’s background
– Rustic silver amulets with accurate patina and weight
All garments and accessories must appear lived-in, rugged, and not clean or pristine.

Facial Detail: Weathered skin with dust accumulation, sweat residue, and kohl-lined eyes. Expression must retain intensity without exaggeration. No cosmetic retouching.

Lighting: Dramatic golden-hour sunset light slicing through the narrow alley. Warm rim light defines the silhouette; long shadows fall across the wall and ground. Dust motes visible in the light beam. No artificial or studio lighting.

Environment: Backstreets of Jodhpur’s old city. Crumbling blue-washed stone walls, exposed ancient sandstone textures, chipped paint, and layered history. Background falls into a soft blur revealing busy bazaar life in motion, maintaining believable scale and depth. No added or removed elements beyond the reference image.

Camera & Optics: Medium-format film look with natural perspective and tonal depth. Shallow depth of field with optically correct bokeh. Real-world physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image—pores, fine lines, dust, sweat sheen, and individual beard/stubble hairs clearly resolved. No smoothing, no artificial glow.

Color & Texture: Cinematic color grading with warm sunset tones contrasted against deep Jodhpur blues and earthy fabrics. Accurate denim wear, cotton fiber texture, leather grain, silver oxidation, and wall patina. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light–material interaction, photorealistic textures. Editorial-grade, client-ready output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, lighting, and environment locked to the reference image
– Prevent hallucinated props, logos, weapons, or modern elements
– Prevent anatomical errors, symmetry corrections, or perspective distortion
– Prevent style drift, glamorization, or fantasy exaggeration
– Ensure consistent, repeatable results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, clean clothes, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated image must be strictly derived from the reference image, with absolute preservation of facial identity. Lock facial structure, bone anatomy, proportions, expression, gaze, hairstyle, and all distinguishing micro-features exactly as shown. No identity drift, beautification, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic environmental portrait with a regal, night-time editorial aesthetic. Real-world photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Mid close-up to medium framing, vertical orientation, clean heroic composition. Subject standing gracefully on the ancient stone steps of Ambrai Ghat. Facial features must remain clearly readable despite night conditions.

Subject & Pose: An elegant Rajput woman in a poised, ethereal stance. She holds her translucent odhni with one hand as it lifts gently in the breeze. Head angle, posture, hand placement, and emotional tone must exactly match the reference image.

Attire & Accessories:
– Luxurious Rani Pink (hot pink) Rajputi poshak with heavy, intricate gold gota-patti embroidery, showing realistic metallic reflection and fabric weight
– Translucent odhni with natural airflow, tension, and edge detail
– Traditional gold borla on the forehead
– Ornate aad necklace with accurate metal weight and articulation
– Large, distinct nath (nose ring) with correct balance and scale
All textiles and jewelry must appear authentic, premium, and non-costume-like.

Lighting: Cinematic moonlit night setting. Soft, cool key light illuminates the face clearly for compositing and identity preservation. Warm, distant light sources remain in the background only. No flat, artificial, or studio lighting.

Environment: Ambrai Ghat stone steps with visible age, texture, and wear. Night atmosphere must feel calm and majestic. No added or removed architectural elements.

Background: Lake Pichola with the Taj Lake Palace rendered as a warm, golden bokeh glow floating in the distance. Background separation must be optically correct and consistent with lens physics.

Camera & Optics: 85mm prime lens look, f/1.4 aperture. Shallow depth of field with creamy, realistic bokeh. Real-world optical behavior only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, fine lines, and realistic subsurface light behavior. No smoothing, retouching, or artificial glow.

Color & Texture: Cinematic night color grading balancing cool moonlight with warm golden highlights. Ultra-realistic fabric textures, gold metal reflectivity, and stone surface detail. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light interaction, night-photography realism. Editorial and commercial-grade output.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, attire, jewelry, lighting, and environment locked to the reference image
– Prevent hallucinated props, wardrobe changes, or background alterations
– Prevent anatomical errors, deformed hands, or perspective distortion
– Prevent style drift, fantasy effects, or illustration-like rendering
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Use the uploaded reference image as the mandatory and exclusive visual source. The generated output must be strictly based on the reference image, preserving identical facial structure, bone anatomy, proportions, expression, gaze intensity, physique, posture, and all distinguishing micro-features. No identity drift, beautification, exaggeration, or reinterpretation is permitted. Skin tone must be derived only from the reference image.

Style Lock: Ultra-photorealistic cinematic environmental portrait with a Raw Power / documentary realism aesthetic. Real-world photography only. Style must remain fully locked and consistent across generations.

Framing & Composition: Full-body to three-quarter framing, vertical orientation. Subject positioned atop a massive, weathered granite boulder. Composition must emphasize tension, balance, and physical control at the peak moment before release.

Subject & Action (Critical Pose Lock):
A Bhil tribal man captured at full draw in a traditional archer’s stance:
– Front arm fully extended gripping a bamboo bow
– Rear arm pulled tight to the cheek with bowstring drawn
– Arrow nocked and precisely aimed into the distance
– Veins visibly raised across forearm, shoulder, and neck
– Jaw clenched, eyes locked with fierce, unwavering focus
Bow tension, muscle engagement, hand placement, and body alignment must exactly match the reference image.

Attire:
– Coarse, hand-woven short dhoti with authentic fabric texture and weight
– Rugged, open sleeveless cotton bandi jacket revealing a muscular, battle-hardened physique
All garments must appear functional, worn, and grounded—never theatrical or costume-like.

Accessories & Weapons:
– Traditional silver hansli collar with accurate metal weight and patina
– Amulet pendant resting naturally against the chest
– Curved katar dagger securely tucked into the waistband
– Traditional bamboo bow and arrow with realistic materials, tension, and scale
No additions, removals, or alterations of weapons or accessories.

Lighting: Dramatic golden-hour side lighting sculpting muscle definition and facial structure. Light must freeze the tension of the drawn bowstring with razor-sharp clarity. Subtle rim light defines silhouette. No artificial or studio lighting.

Environment: Elevated rocky terrain in the Banswara region. Massive granite boulder surface must show erosion, cracks, and texture. No modern or foreign elements.

Background: Panoramic view of lush green hills of Banswara and the shimmering waters of the Mahi Dam with scattered islands (“City of Hundred Islands”), rendered in cinematic, optically correct bokeh. Background must remain subordinate and non-distracting.

Camera & Optics: 85mm prime lens look, f/1.4 aperture. Subject sharply isolated with creamy background separation while preserving realistic spatial depth. Real-world optical physics only.

Skin & Micro-Details: Natural skin texture derived strictly from the reference image, including pores, sweat sheen, body hair, veins, and muscle striation under tension. No smoothing, no artificial glow.

Color & Texture: Cinematic color grading with warm golden highlights and deep natural greens. Accurate rendering of skin, stone, wood, metal, and fabric textures. Fine, organic film grain only.

Technical Quality: 8K UHD resolution, extreme clarity, physically accurate light–muscle–material interaction. Documentary-grade realism suitable for premium editorial and commercial use.

Aspect Ratio: 9:16 vertical.

Consistency & Safeguards:
– Identity, pose, muscle tension, attire, weapons, lighting, and environment locked to the reference image
– Prevent hallucinated anatomy, altered draw length, or incorrect archery form
– Prevent added weapons, modern gear, or fantasy elements
– Prevent style drift, exaggeration, or mythic stylization
– Ensure consistent, repeatable, client-ready results across generations

Negative Constraints:
--no illustration, painting, CGI, 3D render, cartoon, stylization, plastic or smooth skin, artificial glow, AI artifacts, flat lighting, dull colors, deformed hands, bad anatomy, watermark, text overlays, brand logos

Cinematic Environmental Portrait, Candid Celebration Style. A candid, joyous photograph of a spirited, bearded Jat Indian man in his late fifties, hailing from Sikar, dancing energetically on a patterned dance floor under a decorated wedding tent (shamiana). Attire: He is dressed in a traditional white cotton dhoti and kurta, with a vibrant red Jaipuri block-printed Safa turban tied on his head. Action: Captured mid-movement with a wide, joyful smile, arms raised in a traditional dance gesture, amidst a crowd of blurred, cheering guests. Lighting: Warm, golden evening light from chandeliers and decorative lamps, creating a festive, hazy glow. Background: Blurred traditional Indian wedding decor, musicians with instruments, and other guests clapping. Tech Specs: 50mm lens, f/1.8, photorealistic, warm color grade. --no illustration, painting, cgi, 3d render, plastic skin, cartoon, watermark, text, brand logos, flat lighting, dull colors, deformed hands, bad anatomy

Cinematic Environmental Portrait of a distinguished, elderly Puneri man seated on a weathered stone bench outside the imposing, historic stone gates of Shaniwar Wada, Pune. He wears a textured, earthy-toned raw silk Kurta, a distinct red and gold woven Puneri Pagadi turban, and vintage wire-rimmed spectacles resting on his nose. He is deeply engrossed in holding and reading a broadsheet Marathi newspaper (like 'Sakal'). Lighting: Soft morning Golden Hour light, side-lighting his face and highlighting the texture of the old paper and ancient stone walls. Environment: Atmospheric historical depth, massive stone fortifications, and a busy street scene blurred in the background. A classic, well-maintained vintage Bajaj Chetak scooter parked nearby prominently displays a weathered, black-and-white "MH12" license plate. Tech Specs: 8k resolution, photorealistic, highly detailed skin texture, shallow depth of field, cinematic color grading. --no illustration, painting, cgi, 3d render, plastic skin, cartoon, watermark, text overlays, brand logos, flat lighting, dull colors.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
Use the uploaded reference image as the sole source of facial identity. Preserve exact facial structure, proportions, bone structure, beard shape, expression, and likeness with zero identity drift. Do not alter or beautify features. Skin tone, complexion, and natural variations must be derived only from the reference image.

[STYLE — LOCKED]
Ultra-Photorealistic Cinematic Documentary Vertical Portrait, Magnum Photos aesthetic. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
A robust Punjabi man with a well-groomed beard and a confident, proud expression, squatting low in a dense field of yellow mustard flowers (sarson). Mid close-up framing (face and active hand clearly visible), clean professional composition, subject centered with natural asymmetry. No added or removed elements.

[ATTIRE — LOCKED]
Crisp, matte-finish white hand-loomed cotton kurta pajama. Visible starch texture, sharp ironing creases mixed with natural movement folds. No synthetic sheen.

[ACTION — LOCKED]
His calloused hand gently runs through mustard stalks and yellow blooms; dirt visible under fingernails, authentic tactile interaction with the crop.

[LIGHTING — LOCKED]
Harsh, bright afternoon sunlight with strong contrast and sharp shadows. Intense backlighting/rim light causing the yellow flowers to glow. Subtle heat haze in the distance.

[ENVIRONMENT — LOCKED]
Infinite expanse of vibrant yellow sarson fields in rural Punjab; buzzing bees and dust motes visible in the light; distant tree line; deep environmental depth. No additional background elements.

[CAMERA & OPTICS — LOCKED]
Canon EOS R5, RF 85mm f/1.2L USM. Extremely shallow depth of field; razor-sharp focus on face and active hand; creamy, natural bokeh in foreground and background flowers (no fake bokeh).

[SKIN & MICRO-DETAILS — LOCKED]
Natural skin texture with distinct pores; sweat beads on brow from heat; individual beard hairs visible. High micro-detail in flower petals and cotton weave. No smoothing or airbrushing.

[COLOR SCIENCE — LOCKED]
Kodak Portra 400 film simulation. Vibrant yet natural palette (punchy yellows and greens), warm highlights, cinematic grading. No color shifts.

[QUALITY & PHYSICS — LOCKED]
8K UHD, extreme sharpness, true photographic realism, real-world physics. Commercial-grade reliability.

[CONSISTENCY ANCHORS & FAILURE PREVENTION]
– Identity strictly matched to reference image (face, beard, expression).
– No hallucinated accessories, clothing changes, props, or background elements.
– Maintain documentary realism; no stylization drift.
– Correct anatomy, natural posture, realistic lighting interactions.
– Clean framing; no distortions or artifacts.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, plastic or smooth skin, artificial glow, cartoon look, watermark, text overlays, brand logos, flat or studio lighting, overcast light, dull colors, symmetry errors, bad anatomy, fake bokeh, AI artifacts, shiny polyester, or unintended style changes.

[OUTPUT]
Photorealistic documentary image based only on the uploaded reference image, consistent across generations.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
An uploaded reference image is mandatory and must be used as the only source of facial identity. Preserve exact facial structure, proportions, bone structure, and expression from the reference image with zero identity drift. Do not beautify or alter features. Skin tone and complexion must be derived exclusively from the reference image.

[STYLE — LOCKED]
Editorial Stock Photography, hyper-realistic, documentary realism. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
An Indian man sitting casually on the golden sands of Khimsar Dunes, holding a generic, unbranded tablet device and looking at the screen with a focused, optimistic expression. Mid close-up to medium framing, clean editorial composition suitable for stock usage. No added or removed elements.

[ATTIRE — LOCKED]
Fusion of traditional white cotton kurta and dhoti paired with modern, unbranded sneakers. Clothing must appear as authentic everyday wear, not a costume. Natural fabric texture, matte finish, realistic folds.

[PROPS — LOCKED]
A sleek, unbranded portable solar panel resting beside him. No visible logos, markings, or identifiable brand features.

[LIGHTING — LOCKED]
Golden hour lighting with soft, warm, even illumination on the face. Avoid harsh desert shadows to maintain clear identity preservation. Natural light only.

[ENVIRONMENT — LOCKED]
Rolling sand dunes of Khimsar with a soft, natural depth of field. Clean background with no additional objects, people, or structures.

[CAMERA & OPTICS — LOCKED]
85mm lens, f/1.8 aperture. Shallow depth of field with sharp focus on face and hands. Natural ISO grain, no artificial noise.

[SKIN & DETAIL — LOCKED]
Natural skin texture with visible pores; realistic facial details. No heavy makeup, no smoothing, no plastic or airbrushed skin. Hands anatomically correct.

[QUALITY & PHYSICS — LOCKED]
8K UHD output, extreme clarity, real-world physics, photographic realism. Commercial, editorial, and stock-safe.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[CONSISTENCY & FAILURE PREVENTION]
– Identity strictly matched to the reference image
– No hallucinated accessories or background elements
– Correct anatomy, realistic posture, natural interactions
– Stable composition and lighting across generations

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, cartoon look, plastic or smooth skin, watermark, text, brand logos, heavy makeup, Bollywood costume styling, exaggerated features, deformed hands, artificial lighting, or stylistic drift.

[OUTPUT]
A professional, hyper-realistic editorial stock photograph generated only from the uploaded reference image, consistent and reliable across multiple generations.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
An uploaded reference image is mandatory and must be used as the only source of facial identity. Preserve exact facial structure, proportions, bone structure, and natural expression from the reference image with zero identity drift. Do not enhance, beautify, or reinterpret facial features. Skin tone and complexion must be derived exclusively from the reference image.

[STYLE — LOCKED]
Ultra-Photorealistic Cinematic Fashion Editorial Vertical Portrait, low-angle full-body shot. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
A tall, confident Marathi man posing with a powerful, princely stance on the weathered stone steps of an ancient, sun-drenched step-well (baoli). Low-angle full-body framing, clean vertical composition, strong leading lines from the architecture. No added or removed elements.

[ATTIRE — LOCKED]
Sharply tailored jet-black cotton Pathani kurta with rolled sleeves and matching salwar, paired with dark brown ethnic leather sandals. Fabric must appear matte, breathable, and natural. No modern or urban clothing elements.

[ACTION & POSE — LOCKED]
He is adjusting premium, unbranded dark sunglasses with one hand. Posture conveys calm authority and confidence; natural, unforced body language.

[LIGHTING — LOCKED]
Harsh, high-contrast midday sunlight producing strong, graphic shadows across the ancient stone architecture. Black fabric absorbs light, creating stark contrast against bright, sun-bleached stone surfaces. Natural light only.

[ENVIRONMENT — LOCKED]
Historic stone baoli with stepped levels and multi-story corridors. Ornate, weathered carvings, geometric patterns, and age-worn textures clearly visible. No modern objects or urban context.

[DETAILS & TEXTURE — LOCKED]
High micro-detail in the natural weave and folds of black cotton fabric, rough grain and erosion of ancient stone, sharp clean lines of the sunglasses, and realistic material interaction with light.

[CAMERA & OPTICS — LOCKED]
Hasselblad X2D 100C with XCD 45mm f/3.5 lens. Extreme resolution, natural color rendition, fashion editorial clarity. Realistic depth of field with no artificial bokeh.

[QUALITY & PHYSICS — LOCKED]
8K UHD output, extreme sharpness, true-to-life proportions, real-world physics, commercial-grade fashion realism.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[CONSISTENCY & FAILURE PREVENTION]
– Identity strictly matched to the reference image
– No hallucinated accessories, props, or background changes
– Correct anatomy, realistic posture, natural light behavior
– Stable style and composition across generations

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, cartoon look, plastic or smooth skin, artificial glow, watermark, text overlays, brand logos, flat lighting, dull colors, symmetry errors, bad anatomy, fake bokeh, AI artifacts, airbrushed skin, studio setup, modern clothing, urban setting, or unintended style drift.

[OUTPUT]
A premium, ultra-photorealistic cinematic fashion editorial image generated only from the uploaded reference image, consistent and reliable for professional and commercial use.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
An uploaded reference image is mandatory and must be used as the only source of facial identity. Preserve exact facial structure, proportions, bone structure, beard/facial hair pattern (if present), and natural expression from the reference image with zero identity drift. Do not beautify or alter features. Skin tone and complexion must be derived exclusively from the reference image.

[STYLE — LOCKED]
Ultra-Photorealistic Cinematic Documentary Street Portrait, Magnum Photos aesthetic. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
A robust working-class Indian man with a weathered face and a genuine, tired candid expression, looking off-camera with a slight smile. He leans heavily against a grime-stained concrete pillar in the middle of a chaotic wholesale vegetable mandi (market). Mid close-up framing with environmental context visible; clean, documentary composition. No added or removed elements.

[ATTIRE — LOCKED]
Worn muted charcoal and slate-grey checked soft cotton shirt with visible fabric pilling and faded patches. Hand-tied off-white cotton dhoti with natural draping, creases, and dirt stains near the hem. A coarse, textured white cotton towel (gamcha) draped over the left shoulder. Authentic everyday wear only.

[ACTION / PROP — LOCKED]
He grips the neck of a heavily used, fibrous burlap jute sack bulging with produce, resting it against his leg. Natural weight and contact physics.

[ENVIRONMENT — LOCKED]
Dense, bustling mandi scene: piled gourds, sacks of onions, leafy greens, blurred vendors, customers, head-loaders, and wet, muddy ground. Background remains contextual and documentary-accurate with no extra elements.

[LIGHTING — LOCKED]
Diffused, chaotic natural daylight filtering through patchwork tarpaulin covers, creating realistic, uneven shadows and highlights on skin and fabric textures. Natural light only.

[COLOR & TEXTURE — LOCKED]
Earthy palette—terracotta reds, dusty browns, muted greens, and greys. High textural contrast between rough jute, soft worn cotton, and gritty concrete.

[CAMERA & OPTICS — LOCKED]
Fujifilm GFX 100S with GF 45mm f/2.8 R WR lens. Documentary realism with deeper depth of field to retain background context; sharp focus on subject; natural film grain present (no artificial grain).

[QUALITY & PHYSICS — LOCKED]
8K UHD output, extreme sharpness, real-world physics, true-to-life proportions, unposed authenticity. Commercial-grade reliability.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[CONSISTENCY ANCHORS & FAILURE PREVENTION]
– Identity strictly matched to the reference image
– No hallucinated props, clothing changes, or background elements
– Correct anatomy, natural posture, realistic light interaction
– Stable style and composition across generations

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, cartoon look, plastic or smooth skin, artificial glow, watermark, text overlays, brand logos, flat lighting, dull colors, symmetry errors, bad anatomy, fake bokeh, AI artifacts, airbrushed look, shiny polyester, posed appearance, or clean/new clothes.

[OUTPUT]
A premium, ultra-photorealistic cinematic documentary street portrait generated only from the uploaded reference image, consistent and reliable for professional and commercial use.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
An uploaded reference image is mandatory and must be used as the only source of facial identity. Preserve exact facial structure, proportions, bone structure, and expression from the reference image with zero identity drift. Do not beautify or alter facial features. Skin tone and complexion must be derived exclusively from the reference image.

[STYLE — LOCKED]
Cinematic Environmental Portrait, ultra-photorealistic. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
A confident, handsome Indian man standing in a heroic yet casual pose, leaning against a restored vintage classic motorcycle in the narrow, textured streets of Jodhpur. Environmental portrait framing with clear subject separation; clean, professional composition suitable for commercial use. No added or removed elements.

[ATTIRE — LOCKED]
Premium dark blue Bandhgala coat with gleaming gold buttons, fitted breeches, a vibrant red silk pocket square, and a heavy antique silver kada on the wrist. Fabrics appear authentic with natural drape, weight, and fine tailoring details.

[ACTION & EXPRESSION — LOCKED]
He peers over vintage, unbranded sunglasses with a confident, charismatic smirk. Natural posture; relaxed authority without exaggeration.

[LIGHTING — LOCKED]
Golden hour side lighting creating soft volumetric shadows. Face remains sharp and evenly lit for compositing. Cinematic contrast with realistic light falloff; natural light only.

[ENVIRONMENT — LOCKED]
Iconic Blue City architecture of Jodhpur with richly textured blue walls and warm yellow accents. Narrow street setting with authentic surfaces; background rendered with natural depth-of-field bokeh. No modern or unrelated elements.

[CAMERA & OPTICS — LOCKED]
85mm prime lens, f/1.4. Shallow depth of field with sharp focus on face and upper body; natural perspective and realistic bokeh (no artificial blur).

[DETAILS & TEXTURE — LOCKED]
Intricate fabric weave, metal patina on buttons and kada, realistic reflections on sunglasses, and natural interaction between subject, motorcycle, and environment.

[QUALITY & PHYSICS — LOCKED]
8K UHD output, extreme clarity, real-world physics, true photographic realism. Commercial-grade reliability.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[CONSISTENCY & FAILURE PREVENTION]
– Identity strictly matched to the reference image
– No hallucinated props, accessories, or architectural changes
– Correct anatomy, realistic posture, natural lighting behavior
– Stable composition and color grading across generations

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, cartoon look, plastic or smooth skin, watermark, text, brand logos, flat lighting, dull colors, deformed hands, bad anatomy, artificial glow, or stylistic drift.

[OUTPUT]
A premium, ultra-photorealistic cinematic environmental portrait generated only from the uploaded reference image, consistent and reliable for professional and commercial use.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
An uploaded reference image is mandatory and must be used as the only source of facial identity. Preserve exact facial structure, proportions, bone structure, and natural expression from the reference image with zero identity drift. Do not beautify or alter features. Skin tone and complexion must be derived exclusively from the reference image.

[STYLE — LOCKED]
Editorial Stock Photography, ultra-photorealistic documentary realism. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
An Indian woman artisan in a medium close-up environmental portrait, deeply focused while block-printing cotton fabric. Clean, stock-safe framing with hands and face clearly visible. No added or removed elements.

[ATTIRE — LOCKED]
Simple, faded cotton saree worn for daily work. Visible indigo dye splashes on the clothing. Authentic, functional attire only; no costume styling.

[ACTION & DETAIL — LOCKED]
Her hands, deeply stained with blue indigo dye, press a carved wooden printing block onto the cotton cloth. Realistic pressure, alignment, and contact physics. Emphasis on tactile interaction.

[LIGHTING — LOCKED]
Dappled natural sunlight filtering through an overhead trellis or neem tree canopy, casting soft, moving light patterns on the courtyard floor and work surface. Her face remains softly and evenly illuminated for clear identity preservation. Natural light only.

[ENVIRONMENT — LOCKED]
Rustic communal courtyard in Bagru. Clay pots, dye trays, and fabrics hanging to dry appear in the softly blurred background. No modern or unrelated elements.

[CAMERA & OPTICS — LOCKED]
50mm macro lens, f/2.8 aperture. Shallow-to-moderate depth of field prioritizing sharp focus on hands, fabric texture, and face. Natural ISO grain; no artificial noise.

[DETAILS & TEXTURE — LOCKED]
High micro-detail in carved wood grain, cotton fabric weave, indigo dye saturation, and natural skin texture. No smoothing or airbrushing.

[QUALITY & PHYSICS — LOCKED]
8K UHD output, extreme clarity, real-world physics, true photographic realism. Commercial-grade, editorial stock reliability.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[CONSISTENCY & FAILURE PREVENTION]
– Identity strictly matched to the reference image
– No hallucinated tools, props, or background changes
– Correct anatomy, especially hands and fingers
– Stable lighting, color, and composition across generations

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, cartoon look, plastic or smooth skin, watermark, text, brand logos, heavy makeup, Bollywood costume styling, exaggerated features, deformed hands, artificial lighting, or stylistic drift.

[OUTPUT]
A premium, ultra-photorealistic editorial stock photograph generated only from the uploaded reference image, consistent and reliable for professional and commercial use.

[REFERENCE IMAGE REQUIRED — IDENTITY LOCKED]
An uploaded reference image is mandatory and must be used as the only source of facial identity. Preserve exact facial structure, proportions, bone structure, facial hair (if present), and natural expression from the reference image with zero identity drift. Do not beautify, stylize, or alter features. Skin tone and complexion must be derived exclusively from the reference image.

[STYLE — LOCKED]
Cinematic Environmental Portrait, Cultural Creator Aesthetic, ultra-photorealistic documentary realism. Style is fixed and must not mutate across generations.

[SUBJECT & COMPOSITION — LOCKED]
A distinguished Indian master artisan seated at a manual potter’s wheel inside a rustic Jaipur studio. He looks directly into the camera with a warm, proud smile conveying artistic accomplishment. Mid close-up to medium framing with hands and wheel clearly visible. Clean, professional composition; no added or removed elements.

[ATTIRE — LOCKED]
Textured indigo-dyed Khadi cotton kurta with sleeves rolled up. Simple black thread on the wrist. Authentic everyday artisan wear only.

[ACTION & HAND DETAIL — LOCKED]
Hands covered in wet, raw clay actively shaping pottery on the wheel. Natural moisture, pressure, and contact physics; anatomically correct fingers and hand posture.

[ENVIRONMENT — LOCKED]
Rustic Jaipur pottery workshop filled with character. Wooden racks stacked with finished blue and white glazed pottery, along with raw, unfired clay pots drying in the background. No modern tools or unrelated objects.

[LIGHTING — LOCKED]
Soft, directional natural window light in a Rembrandt-style pattern, sculpting the face clearly while accentuating clay textures, fabric weave, and studio depth. Natural light only.

[COLOR & TEXTURE — LOCKED]
Rich, cinematic color grading emphasizing deep indigo blues and warm earth tones. High micro-detail in clay texture, pottery glaze, wood grain, and natural skin texture.

[CAMERA & OPTICS — LOCKED]
85mm prime lens, f/1.8 aperture. Shallow depth of field with sharp focus on face and hands; natural bokeh; no artificial blur. Natural ISO grain only.

[QUALITY & PHYSICS — LOCKED]
8K UHD output, extreme clarity, real-world physics, true photographic realism. Commercial-grade reliability suitable for professional and cultural editorial use.

[ASPECT RATIO — LOCKED]
9:16 vertical.

[CONSISTENCY & FAILURE PREVENTION]
– Identity strictly matched to the reference image
– No hallucinated tools, clothing, or background elements
– Correct anatomy, especially hands and facial proportions
– Stable lighting, color grading, and composition across generations

[NEGATIVE CONSTRAINTS — STRICT]
No illustration, painting, CGI, 3D render, cartoon look, plastic or smooth skin, watermark, text, brand logos, flat lighting, dull colors, deformed hands, bad anatomy, artificial glow, or stylistic drift.

[OUTPUT]
A premium, ultra-photorealistic cinematic environmental portrait generated only from the uploaded reference image, consistent and reliable for professional and commercial use.