Olivia
Online
AI Prompt & Workflow Lab
@PromptsLabMX
Constraint tests for AI image editing.
One lock. One prompt. One result.
What holds. What breaks.
Steal the locks that survive.
↓ Free Starter Pack
Canada
Joined May 2016
2K Following
3K Followers
2.6K Posts
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Most AI image prompts break on the details.
Hands. Fabric. Lighting. The seam between two things that should never touch.
I test constraints until they hold.
Then I post the ones that survive.
Free Starter Pack — 5 final locked prompts + exactly what broke before the lock:
https://t.co/RkOwgI9XSC…
Steal them. Test them. Improve them.
Master Prompt (Expanded):
Subject:
A fictional adult Mediterranean man, approximately 54–58 years old, with warm olive skin, distinctive facial features, dark expressive eyebrows, a naturally textured salt-and-pepper beard and long shoulder-length wavy silver-and-charcoal hair.
His appearance must be entirely original, with no resemblance to any real person or celebrity.
Clothing/Accessories:
A charcoal wool overcoat over a dark olive knitted sweater. A brown leather shoulder bag with realistic leather grain and stitching.
Pose & Action:
The man is standing at an outdoor waterfront book market, reading an open book with both hands.
His posture is relaxed and thoughtful. His gaze is directed toward the book.
A gentle coastal breeze lifts a few individual hair strands around his temples and shoulders.
Environment/Scene:
A waterfront outdoor book market with wooden book tables, stacked secondhand books, boats and harbor buildings in the distance.
Use a cream-colored market canopy and an overcast coastal atmosphere.
The environment should feel authentic and lived-in, not like a photography studio.
Camera & Framing:
Medium-close editorial framing from approximately waist level upward.
Three-quarter camera angle.
Keep the entire hairstyle visible, including the crown, sides, hairline and shoulder-length ends.
Maintain sufficient detail to inspect individual hair strands and flyaways.
Lighting:
Natural overcast daylight with soft directional definition.
Allow subtle highlights to reveal the contrast between silver and charcoal strands.
Avoid artificial metallic reflections or excessive shine.
Style:
Photorealistic luxury editorial photography.
Natural facial wrinkles, realistic beard texture, believable skin, detailed hair strands, authentic materials and restrained cinematic color grading.
Camera/Medium:
Professional full-frame camera.
85mm portrait lens.
f/2.8.
1/250s.
ISO 200.
Maintain natural depth of field and realistic facial perspective.
Aspect Ratio:
4:5 vertical.
HAIR TEXTURE LOCK:
Preserve natural salt-and-pepper color distribution.
Silver strands must remain distinct from the darker charcoal base.
Create visible strand separation, natural volume and irregular individual flyaways.
Avoid uniform gray coloring, artificial metallic shine, plastic hair texture or painted-on highlights.
HAIRLINE LOCK:
Maintain a believable natural hairline with realistic density and individual strands.
Avoid artificial hairline edges and unnatural scalp coverage.
FACE LOCK:
Preserve realistic facial proportions, natural wrinkles, beard texture and skin detail.
Do not apply excessive beauty retouching.
SCENE LOCK:
Maintain the waterfront book-market environment.
No text, watermarks, logos, graphic overlays or additional foreground subjects.
Silver hair should show dimension, not a flat gray fill.
A few flyaways make the texture believable.
LOCK: Preserve natural silver-and-charcoal strand variation, visible separation and fine flyaways without a painted-on halo.
Full prompt in the first reply.
Would you keep the longer natural shape or cut it sharper?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
Subject:
A completely fictional adult Black woman, approximately 44 years old, with deep warm-brown skin, dark brown eyes, natural facial proportions and short tightly coiled natural hair with subtle silver strands around the temples.
She has an athletic build and a composed, focused expression. Her appearance must be original and must not resemble any celebrity or real person.
Clothing/Accessories:
A cobalt-blue technical running top, lightweight reflective silver-grey running vest and charcoal athletic leggings.
She holds a transparent reusable water bottle with realistic condensation. No visible brand names or logos.
Pose & Action:
The woman has just completed a run and is standing beside an outdoor athletics track.
One hand rests naturally on a damp metal railing while the other holds the water bottle.
Her shoulders are relaxed and her breathing appears settled. Her gaze is directed toward the running lanes rather than directly into the camera.
Environment/Scene:
An outdoor athletics track on a cold, overcast morning.
Include damp reddish track lanes, muted grass, leafless trees and a softly blurred athletic environment.
The setting should communicate an authentic outdoor running session, not a fitness studio or commercial advertising set.
Camera & Framing:
Vertical environmental sports-editorial portrait, framed from mid-thigh upward.
Keep the face large enough to inspect skin texture, pores and individual sweat beads while preserving the environmental context.
The composition must include the running track and enough surrounding space to establish the scene.
Lighting:
Soft, cool overcast daylight.
Use natural directional definition across the face to reveal pores and small sweat droplets without creating harsh highlights.
Preserve accurate skin tones and subtle tonal variation.
Style:
Photorealistic outdoor sports and beauty editorial photography.
Natural facial texture, realistic anatomy, believable athletic clothing, detailed hair and authentic environmental lighting.
No artificial beauty filters or excessive retouching.
Camera/Medium:
Professional full-frame sports-editorial photography aesthetic.
70mm portrait perspective, f/4 depth-of-field aesthetic, 1/500s shutter-speed aesthetic, ISO 400 aesthetic.
Prioritize sharp facial detail while keeping the background softly recognizable.
Aspect Ratio:
4:5 vertical.
CONSTRAINTS:
SKIN TEXTURE LOCK:
Preserve visible natural pores and fine surface texture across the forehead and cheeks.
Include several small, individually distinguishable sweat beads around the forehead and temples.
Maintain realistic skin reflectance. Do not make the entire face uniformly glossy.
Show a restrained, natural post-exercise flush rather than an exaggerated red complexion.
Do not remove freckles, natural pigmentation or fine skin details.
No plastic skin, excessive smoothing, airbrushing or artificial complexion reconstruction.
CHARACTER LOCK:
Maintain the same fictional adult character throughout the image.
Preserve facial proportions, eye shape, brows, nose and natural expression.
HAIR LOCK:
Preserve the short natural coily hairstyle and subtle silver strands.
ANATOMY LOCK:
Keep both hands anatomically plausible, with realistic fingers, joints and natural gripping positions.
SCENE LOCK:
Maintain a recognizable outdoor running-track environment.
No studio background, artificial product placement, text, logos, watermarks or graphic overlays.
Post-run skin should still look like skin.
Sweat should catch light without erasing texture.
LOCK: Preserve visible pores and fine sweat beads, with natural skin tone and no artificial smoothing.
Full prompt in the first reply.
Which detail breaks realism first: pores, sweat placement, or skin tone?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
Subject:
A completely fictional adult Black man in his early thirties, with deep warm-brown skin, dark brown eyes, a distinctive platinum-blond buzz cut and a small natural beauty mark on his left cheek. His appearance must be original and must not resemble any real person or celebrity.
Clothing/Accessories:
A dark forest-green wool overcoat over a charcoal ribbed-knit sweater. A thick charcoal-grey wool scarf rests naturally beneath his right hand. Preserve realistic fabric fibers and folds.
Pose & Action:
The subject is seated at an outdoor winter café table. His right hand rests naturally, palm-down, on the folded scarf. Fingers are relaxed and separated enough to reveal all five nails clearly. The hand must have exactly five anatomically correct fingers, with believable joint positions and proportions.
Environment/Scene:
A contemporary European city café during a snowy winter afternoon. Include softly blurred café windows, warm interior lights, snowy pavement and understated urban architecture. The setting should feel candid and lived-in, not like a studio.
Camera & Framing:
A close-medium editorial composition that includes the subject's face, upper torso and foreground hand. The hand and manicure are the primary focus. Keep the face recognizable in the background without making it sharper than the hand. Ensure the nail surfaces are large enough to inspect.
Lighting:
Cool natural winter daylight balanced with warm café interior illumination. Maintain realistic skin tone, natural highlights on the nails and visible wool texture. Avoid blown-out reflections.
Style:
Photorealistic luxury street-style editorial photography. Realistic skin texture, credible hand anatomy, accurate nail proportions, natural facial features and detailed winter materials.
Camera/Medium:
Full-frame professional camera, 85mm portrait lens, f/2.8, 1/160s, ISO 400. Focus precisely on the foreground hand and nail surfaces, with controlled depth of field.
Aspect Ratio:
4:5 vertical.
CONSTRAINTS:
The manicure consists of short, neat, softly squared nails with a deep teal magnetic cat-eye finish.
Each clearly visible nail must have a coherent luminous magnetic highlight over a dark teal base. Preserve the subtle velvet-like depth of the finish rather than making the polish look like flat metallic paint.
Keep cuticles natural and clean. Do not allow polish to bleed onto surrounding skin.
Preserve realistic finger lengths, joints, knuckles and skin folds. Exactly five fingers on the visible hand. No fused fingers, duplicated digits, missing fingers or distorted nails.
Keep the same nail length, shape and color across the visible hand.
Preserve the subject's natural skin texture and facial proportions. No excessive retouching, artificial skin smoothing, text, logos or watermarks.
Winter nails are going tactile.
Deep teal. Magnetic shimmer. Real hands.
LOCK: Keep the short nail shape consistent, the cat-eye highlight visible on every fully shown nail, and the hand anatomically plausible.
Full prompt in the first reply.
Would you wear this finish in deep teal or a neutral velvet shade?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
Subject:
A fictional adult Black woman in her late twenties, with warm brown skin, natural freckles across her cheeks and nose, full natural lips, dark brown eyes and defined natural eyebrows. She has a distinctive chin-length auburn bob with soft waves, natural volume and visible individual strands. Create an original fictional identity with no resemblance to any real person or celebrity.
Clothing/Accessories:
A deep burgundy velvet blazer over a simple black top. The velvet must show realistic pile, subtle highlights and natural fabric folds. No visible logos, text or unnecessary accessories.
Pose & Action:
Three-quarter editorial portrait. Her head is slightly turned, shoulders relaxed and expression composed. Her gaze is directed just beyond the camera. Keep her lips naturally relaxed and clearly visible.
Environment/Scene:
A fashion backstage dressing area with clothing racks, warm vanity bulbs and dark stage drapery. Keep the background softly out of focus but recognizable as a working fashion environment.
Camera & Framing:
Vertical medium close-up showing the head, shoulders and upper torso. Eye-level perspective. Keep the face, skin texture and lips sharply focused. Preserve enough background context to establish the backstage environment.
Lighting:
Soft warm key light on the face, balanced fill light and subtle highlights on the auburn hair and velvet blazer. Preserve natural skin texture without excessive smoothing or artificial shine.
Style:
Photorealistic high-end fashion editorial photography. Realistic facial anatomy, natural pores and freckles, detailed hair strands, believable fabric texture and restrained color grading.
Camera/Medium:
Full-frame professional camera, 85mm portrait lens, f/2.8, ISO 400, 1/160s. Shallow depth of field with sharp facial detail and natural background separation.
Aspect Ratio:
4:5 vertical.
CONSTRAINTS:
Use a rich raspberry-to-blackberry berry shade with a satin stain finish.
Concentrate the pigment in the center of the lips and gradually soften the color toward the natural outer lip perimeter.
The transition must look diffused rather than like a hard lipstick outline.
Keep both mouth corners clean and anatomically accurate. No color bleeding outside the natural lip shape, no exaggerated overlining, no harsh pencil border and no excessive gloss.
Preserve natural lip texture, realistic highlights, visible pores and freckles. Do not airbrush the face or alter the subject's natural facial proportions.
No text, logos, watermarks, additional people or distracting foreground objects.
Berry color, without the hard outline.
The test is in the edge, not the shade.
LOCK: Keep pigment strongest at the center, soften the perimeter, and leave both mouth corners clean.
Full prompt in the first reply.
Does this read as a blurred stain, or is the edge still too defined?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
Subject:
A fictional adult male climber in his late twenties, with naturally curly dark hair, visible individual curls, and loose flyaways around the hairline. His hair must remain visibly natural and untied.
Clothing/Accessories:
Functional climbing clothing: a fitted technical top, climbing trousers, chalk bag, and a climbing harness. No fashion accessories or visible brand logos.
Pose & Action:
The climber is ascending a steep outdoor climbing wall. One hand reaches for a hold while the other maintains contact with the rock. His body is engaged in a believable climbing position. Hair remains loose, with no slicked-back styling.
Environment/Scene:
A natural outdoor climbing location with a textured rock face. Keep the background unobtrusive and free of unrelated people or equipment.
Camera & Framing:
Dynamic medium-wide action photograph, showing the climber's upper body, head, arms, and enough of the climbing wall to establish the activity. Keep the hairline and overall hairstyle visible.
Lighting:
Natural daylight with enough directional definition to separate individual curls and flyaways from the background. Avoid harsh highlights that erase hair texture.
Style:
Photorealistic outdoor sports editorial photography. Anatomically plausible climbing posture, realistic climbing equipment, natural skin texture, and detailed hair.
Camera/Medium:
Professional sports photography, realistic depth of field, crisp subject detail, natural color rendering.
Aspect Ratio:
4:5 vertical.
CONSTRAINTS:
Hair must remain loose, curly, and visibly textured. No slicked-back hair, ponytail, bun, braids, wet-look styling, or artificial helmet-like hair shape. Do not claim that this still demonstrates hair movement or proves motion consistency.
A climbing shot is not a hair-motion test.
It can show the style. It cannot prove movement.
LOCK: Keep the hair visibly loose and textured. No slicked-back finish, tied hair, or polished bun.
This is a visual prompt experiment, not proof of hair behavior in motion.
Would you keep the flyaways or clean them up?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
SUBJECT
One original fictional adult woman, approximately 27 years old.
Distinctive South Asian facial features, warm medium-olive complexion, expressive dark brown eyes, naturally defined eyebrows, full natural lips and a subtle beauty mark.
Dark brown hair styled in a loose, thick side braid with natural face-framing strands.
Preserve realistic skin texture and individual hair strands.
CLOTHING / ACCESSORIES
Elegant deep plum satin blouse.
Small understated gold hoop earrings.
No visible brand names or logos.
POSE & ACTION
The woman sits at a professional makeup vanity.
She holds a makeup brush naturally in one hand.
A smartphone positioned on the vanity displays a photograph of an orange-pink sunset over the ocean.
An open makeup palette sits beside the phone.
Her expression is focused and confident.
ENVIRONMENT / SCENE
Warm backstage makeup studio.
Illuminated vanity bulbs.
Makeup brushes in a metal holder.
Colour cosmetics and a makeup palette on the counter.
Softly blurred colourful artwork in the background.
The scene should feel like a real beauty preparation session,
not an isolated studio portrait.
MAKEUP COLOUR MATCH
Use the sunset photograph as the colour reference.
Translate its visual palette into:
- Coral and warm rose eyeshadow.
- Soft amber and peach transitions.
- Refined rose-pink blush.
- Natural rosy satin lipstick.
Maintain precise eyeliner edges, realistic lashes and natural lip texture.
Do not apply an orange colour cast to the entire face.
SKIN & FACIAL DETAIL
Preserve the subject's natural olive undertone.
Visible realistic pores and natural skin variation.
No plastic skin or excessive smoothing.
Maintain natural facial proportions.
HAIR
Preserve the loose side braid.
Show individual strands and believable hair volume.
Keep natural baby hairs and flyaways.
CAMERA & FRAMING
Medium close-up environmental beauty composition.
Show the face, makeup brush, phone reference and palette.
Keep the phone photograph legible as a sunset image.
Professional full-frame photography aesthetic.
LIGHTING
Warm vanity bulbs combined with soft neutral fill.
Maintain accurate skin colour.
Avoid overexposed facial highlights.
Keep realistic reflections on the satin blouse and makeup tools.
STYLE
Premium editorial beauty photography.
Natural skin, refined makeup and authentic preparation scene.
Photorealistic human features and realistic cosmetics.
CAMERA / MEDIUM SPECIFICATIONS
50mm portrait lens aesthetic.
Natural depth of field.
Sharp focus on eyes and makeup details.
High-resolution photographic finish.
ASPECT RATIO
1:1 square composition.
CONSTRAINTS — LOCK
Preserve the subject's natural skin undertone.
Match the makeup palette to the reference sunset.
Maintain clean eyeliner and lip boundaries.
Keep the same facial identity, hairstyle and expression.
No distorted fingers, duplicate brushes,
unrealistic cosmetics, text, logos or watermarks.
One reference photo. One makeup palette.
Match the colour, not the skin tone.
LOCK: Transfer coral, rose and amber tones into the makeup while preserving natural skin undertones, clean eyeliner and realistic lip texture.
Full prompt in the first reply.
Which is harder to match: hue, saturation or natural skin undertone?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
SUBJECT
One original fictional adult male, approximately 29 years old.
Distinctive masculine facial features, warm deep-brown skin, naturally defined jawline, dark expressive eyes, short tightly coiled black hair and a neatly groomed short beard.
Preserve individual curl definition, natural hairline irregularities, realistic facial hair density and visible skin texture.
Avoid artificial facial symmetry and excessive retouching.
CLOTHING / ACCESSORIES
Dark chocolate-brown leather biker jacket with realistic grain, natural creases and subtle reflective highlights.
Charcoal textured knit sweater underneath.
Dark tailored trousers and black leather boots.
No visible brand names, logos or unnecessary accessories.
POSE & ACTION
The character walks confidently toward the camera on a city sidewalk after a light rain.
Natural mid-stride movement, relaxed shoulders and direct but understated eye contact.
His arms move naturally with the walking motion.
The expression is calm, self-assured and authentic.
ENVIRONMENT / SCENE
A cinematic urban street at night.
Wet pavement reflecting warm streetlights.
A parked dark motorcycle positioned naturally in the background.
Modern glass storefronts, architectural details and subtle urban activity.
Use a combination of warm amber streetlights and cool teal storefront illumination.
Keep the background atmospheric without competing with the character.
CAMERA & FRAMING
Three-quarter environmental fashion composition.
The character occupies the central foreground.
Show the face, hairstyle, jacket and walking posture clearly.
Maintain sufficient facial resolution to inspect curl texture, hairline and beard contours.
LIGHTING
Mixed urban lighting.
Warm key illumination from streetlights.
Cool secondary illumination from nearby storefronts.
Physically plausible reflections on leather and wet pavement.
Preserve natural skin tone despite the colour contrast.
Avoid clipping highlights on the forehead and cheeks.
STYLE
High-end menswear editorial photography.
Cinematic urban storytelling.
Natural masculine beauty, realistic skin and facial hair.
Distinctive character identity and believable movement.
No artificial beauty filters or excessive skin smoothing.
CAMERA / MEDIUM SPECIFICATIONS
Full-frame professional photography.
50mm lens aesthetic.
f/2.8 aperture.
1/500s shutter speed to retain facial detail during movement.
Sharp focus on eyes, hair and facial-hair contours.
Natural background separation and realistic depth of field.
ASPECT RATIO
Vertical 2:3 composition.
CONSTRAINTS — LOCK
Preserve individual short curls and natural hairline geometry.
Maintain distinct beard contours and realistic facial-hair density.
Keep skin tones coherent under warm and cool lighting.
Maintain anatomically correct hands and natural walking posture.
Keep leather reflections physically plausible.
No text, logos, watermarks, artificial facial features or extra limbs.
City lights change the colour.
They shouldn't erase the details.
LOCK: Preserve individual curls, a natural hairline and clean beard contours under mixed warm and cool street lighting.
Full prompt in the first reply.
Which detail is hardest to preserve at night: hair texture, facial hair or natural skin tone?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
SUBJECT
One clearly adult woman, approximately 27 years old, with naturally attractive and distinctive facial features, warm olive skin, hazel-brown eyes and subtle freckles across the nose and upper cheeks.
Natural facial proportions, realistic skin texture, visible pores, expressive eyes, defined brows and naturally full lips.
CLOTHING / ACCESSORIES
Elegant black off-shoulder evening top with a clean neckline.
Long almond-shaped nude-pink manicure with realistic nail beds, individual cuticles and subtle natural gloss.
No jewellery.
POSE & ACTION
Tight three-quarter beauty portrait.
One hand gently rests against the side of the cheek and jawline.
The visible fingers must have distinct silhouettes, natural curvature and anatomically plausible joint transitions.
Each visible nail must correspond to its own fingertip.
The hand must interact naturally with the face without appearing pasted onto the skin.
ENVIRONMENT
Minimal warm taupe photographic studio.
No decorative objects or distracting background elements.
CAMERA & FRAMING
Tight head-and-shoulders portrait.
Face, visible hand and manicure must all remain within the frame.
Three-quarter facial angle with direct eye contact.
LIGHTING
Soft directional beauty lighting from the upper left.
Natural facial shadows and controlled highlights on the nails.
Consistent light direction across the face, fingers and wrist.
STYLE
High-end luxury beauty editorial photography.
Natural facial identity, realistic skin and refined makeup.
Detailed eyelashes, brows, lips and individual hair strands.
Believable hand anatomy and premium manicure photography.
CAMERA / MEDIUM
85mm portrait lens aesthetic.
Full-frame professional photography.
Natural optical depth of field.
High-resolution facial and hand detail.
ASPECT RATIO
4:5 vertical portrait.
CONSTRAINTS — LOCK
One hand only.
Preserve natural finger separation and believable joint articulation.
No fused or duplicated visible digits.
Each visible nail must have a realistic shape and placement.
Maintain natural contact between hand and cheek.
No text, logos, watermarks or additional people.
The hand is part of the portrait.
Close framing exposes every detail.
LOCK: One hand resting naturally against the jawline. Preserve distinct visible fingertips, natural joint articulation and individually aligned nails. No fused or extra digits.
Full prompt in the first reply.
Which detail breaks first in AI beauty portraits: finger separation, joint structure or nail alignment?
Steal it. Quote the still that broke the lock.
Great feature. A few things that make it work much better in practice:
- Paste the Zoom, Google Meet, or Teams link into your Bot chat and say something specific like “Join this meeting and take notes. Capture decisions, action items with owners, and open questions. Send me the summary afterward.” Approve the card, then have the host admit it. It joins visibly as “[Bot name] (YourName’s Bot) – transcribing.”
- Tell everyone in the call that an AI note-taker is joining. Start with internal standups before customer or sensitive meetings. You can also mute its chat replies if you only want notes.
- After a few meetings, give it feedback on the notes and action items so it learns your team’s style and preferences. Team Bots get smarter the more people use them.
Available on Super, Ultra, Team, and Enterprise plans (Enterprise admins need to enable Meetings). The post-meeting summary and follow-ups are usually the highest-value part.
Master Prompt (Expanded):
SUBJECT
A beautiful adult woman, approximately 27 years old, with distinctive natural facial features, warm olive-toned skin, hazel-brown eyes and subtle natural freckles across the nose and upper cheeks.
Preserve realistic skin microtexture, visible pores, fine facial hairs and minor natural imperfections. Her complexion should look healthy and authentic, not artificially perfected.
Facial features should be harmonious but not artificially symmetrical. Natural brows, individually separated eyelashes, realistic eyelids and naturally textured lips.
CLOTHING / ACCESSORIES
An elegant ivory silk blouse with a refined neckline.
The fabric should display realistic silk sheen, natural folds and physically plausible highlights.
No distracting jewellery or accessories.
POSE & ACTION
Three-quarter facial angle, shoulders slightly turned away from the camera.
Her eyes look directly into the lens.
A relaxed, confident expression with a subtle natural smile.
Keep the face unobstructed.
ENVIRONMENT
Minimal luxury beauty photography studio.
Warm beige plaster background with subtle natural texture.
No decorative objects or unnecessary props.
CAMERA & FRAMING
Tight editorial beauty portrait.
Face and upper shoulders visible.
Eyes, brows, eyelashes and skin texture in sharp focus.
Natural facial proportions and realistic perspective.
LIGHTING
Warm directional beauty lighting from the upper left.
Soft diffused key light with gentle shadow transitions.
Maintain realistic skin highlights and natural tonal variation.
Do not flatten the face with excessive fill light.
Avoid specular highlights that make skin look oily or artificial.
STYLE
High-end luxury beauty editorial photography.
Photorealistic skin rendering.
Natural beauty rather than artificial perfection.
Distinctive facial identity, realistic pores, subtle freckles and fine imperfections.
Detailed individual hair strands, natural hair volume and flyaways.
Elegant understated makeup.
CAMERA / MEDIUM SPECIFICATIONS
85mm portrait lens aesthetic.
Professional full-frame photography.
Natural optical depth of field.
Accurate skin colour reproduction.
High-resolution facial detail.
ASPECT RATIO
4:5 vertical portrait.
CONSTRAINTS — LOCK
Preserve visible pores and freckles under polished beauty lighting.
Do not airbrush, blur, erase or homogenize natural skin texture.
Keep realistic eyes, eyelashes, brows, lips and facial proportions.
Maintain natural hair strands and flyaways.
No text, logos, watermarks or artificial skin effects.
Beauty light.
Natural skin texture.
LOCK: Pores + freckles; no smoothing.
Full prompt in the first reply.
Which detail disappears first in over-retouched AI portraits: pores, freckles or flyaways?
Steal it. Quote the still that broke the lock.
Master Prompt (Expanded):
TASK: STRICT OBJECT COUNT AND SPATIAL PLACEMENT TEST
Create a premium photorealistic studio still life designed to test precise instruction following in AI image generation.
SCENE:
A minimalist three-tier stone display stand against a neutral warm-gray studio background.
The stand consists of exactly three horizontal display levels, with realistic pale beige travertine texture, subtle pores, clean edges and believable structural supports.
OBJECT REQUIREMENTS:
TOP TIER:
Exactly one glossy ceramic vase.
Colour: deep red.
Shape: narrow neck with a rounded, pear-shaped body.
Position: centered on the top tier.
MIDDLE TIER:
Exactly one glossy ceramic vase.
Colour: saturated cobalt blue.
Shape: compact, round-bodied vessel.
Position: centered on the middle tier.
BOTTOM TIER:
Exactly one glossy ceramic vase.
Colour: golden yellow.
Shape: tall, elongated ceramic vessel.
Position: centered on the bottom tier.
HARD CONSTRAINTS — LOCK:
1. Exactly three vases in the entire image.
2. Exactly one vase per display tier.
3. Three distinct colours in the specified order.
4. No duplicated vessels.
5. No missing vessels.
6. No vase positioned between tiers.
7. No additional decorative objects.
8. Preserve the physical separation between the three tiers.
9. Every vase must remain fully visible.
10. No text, branding, labels or watermarks.
MATERIALS:
Natural porous travertine with subtle tonal variations.
Glazed ceramic with physically plausible reflections.
Accurate material roughness and realistic surface highlights.
LIGHTING:
Large diffused studio key light from the upper left.
Soft directional shadows.
Controlled reflections on glossy ceramic.
Natural ambient fill.
No artificial glow.
CAMERA:
Straight-on architectural product photography.
Natural perspective.
50mm lens aesthetic.
Moderate depth of field.
All three vases and all three display levels in sharp focus.
COMPOSITION:
Centered vertical composition.
Clear separation between objects.
Balanced negative space.
Neutral studio background.
No cropping of the stand or vessels.
NEGATIVE CONSTRAINTS:
No extra vases.
No flowers.
No books.
No furniture.
No people.
No additional shelves.
No floating objects.
No overlapping vessels.
No incorrect colour order.
FINAL OUTPUT:
One high-resolution, photorealistic image.
The primary evaluation criterion is exact compliance with the object-count, colour and placement constraints.
A newer model is not automatically the community favorite.
Blind comparisons reveal more than polished samples.
LOCK: Exactly three vases. One per tier. Red on top, cobalt blue in the middle, yellow on the bottom. Preserve object count, placement and colour. Add nothing else.
A community image arena now reports 95,027 votes across 20 competing models, using identical prompts and blind comparisons.
The real test is not just whether an image looks beautiful. It is whether the model follows every constraint.
Full prompt in the first reply.
Which matters more: visual preference or exact prompt adherence?
Steal it. Quote the still that broke the lock.
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