AI Prompt Library

Given that the visual goal is completely determined, ask the AI to reverse-engineer a reusable prompt template. This prompt must support custom variables for subsequent long-term use.

Based on the uploaded 2D floor plan, generate a professional interior design presentation board in a single image. Layout : The final image should be a collage with one large main image at the top, and several smaller images below it. Content of Each Panel : 1. Main Image (Top) : A wide-angle perspective view of the main living area , showing the connection between the living room and dining area. 2. Small Image (Bottom Left) : A view of the Master Bedroom , focusing on the bed and window. 3. Small Image (Bottom Middle) : A view of the Home Office / Study room . 4. Small Image (Bottom Right) : A 3D top-down floor plan view showing the furniture layout. Overall Style : Apply a consistent Modern Minimalist style with warm oak wood flooring and off-white walls across ALL images. Quality : Photorealistic rendering, soft natural lighting. Image Ratio 3:4

~ Is "{argument name="your character" default="your character"}" at a theme park!? ~ 🎢 Amusement Park Prompt Revealed 🎡 👇 The prompt is in the ALT 👇 *Output is possible with image + ALT prompt. *It may sometimes result in a "2D illustration" via gacha.

Use 100% of the uploaded reference image for the exact face, identity, and facial structure — do not alter facial features. A high-contrast black-and-white fashion portrait of a handsome young man in his late 20s with black hair and a well-groomed black beard, looking over his shoulder toward the camera. He wears a stylish black leather jacket with visible grain texture and modern rectangular sunglasses with {argument name="lens tint" default="deep red"}-tinted lenses.

Asymmetrical editorial spread, 4:5 ratio. LAYOUT: Irregular grid (1+2) - large hero (60%) left, two supporting images (20% each) stacked right DIRECTION: None (editorial arrangement) BACKGROUND: Deep burgundy velvet, single spotlight, Rembrandt lighting PRODUCT: Hero - A glamorous Eurasian woman with wet, glossy dark red lips and dewy skin poses seductively in a burgundy velvet dress, dramatic rim lighting; Supporting 1 - Close up of blood-red glossy lipstick being applied with a brush; Supporting 2 - Lipstick tube lying on a dark velvet surface with scattered crimson glitter. DYNAMIC: Subtle glitter particles floating around the lipstick and model - subtle intensity. TONE: Brand monochrome - deep burgundy, wine red, crimson STYLE: Dark luxury hybrid, opulent glamour HERO CELL (left 60%): Seductive woman, hourglass figure, wet lips, intense sultry gaze SUPPORTING CELL 1 (top right, 20%): Macro shot, extreme close-up, product texture SUPPORTING CELL 2 (bottom right, 20%): Product flat lay, moody dark velvet surface TYPOGRAPHY: Elegant serif, high contrast, gold foil effect on headlines CAMERA: Hasselblad H6D, 85mm f/1.2, shallow depth of field, Rembrandt lighting Style keywords: Opulent beauty, velvet, glossy lips, high fashion, dramatic lighting. A stylish handwritten signature {argument name="signature name" default="Willy"} is elegantly and small letters placed at the Bottom Right corner

{ "image_prompt": { "meta": { "aspect_ratio": "9:16", "style": "Retro-futuristic arcade photography" }, "subject": { "description": "22-year-old woman with a tech-wear aesthetic", "face": "Wearing clear-rimmed glasses that reflect the neon 'GAME OVER' screen in bright pink and cyan, focused gaze", "skin": "Bathed in RGB light, glowing pores, high-contrast shadows", "hair": "Short 'bixie' cut with neon-colored tips", "pose": "Leaning against the joystick of a Street Fighter cabinet, holding a colorful juice box, looking into the lens with an 'it-girl' attitude", "outfit": "Sheer mesh long-sleeve top with abstract prints, silver chunky jewelry, low-rise mini skirt" }, "environment": { "location": "A dim, crowded retro arcade in {argument name="city" default="Tokyo"} or Seoul", "background_elements": [ "Blurred rows of glowing gaming cabinets", "Neon signs reflecting on the greasy floor", "Dust motes dancing in the projector beams" ] }, "lighting": { "type": "Direct RGB glow from the game screen", "characteristics": [ "Dual-tone lighting (pink on one side, teal on the other)", "Deep shadows emphasizing facial structure", "High saturation levels" ] }, "photography_style": { "style": "Cyberpunk editorial snapshot", "camera_look": "35mm vintage lens with high contrast", "imperfections": "Lens flare from arcade screens, film-like grain, saturated color bleeding", "mood": "Nocturnal, nostalgic, electric, cool" } } }

Create a high-end, hyperrealistic product shot of {argument name="subject" default="subject"}, captured mid-air with an explosive burst of {argument name="burst type" default="dust/splashes/fragments"} suspended in motion. tactile detail, dramatic movement, studio lighting, close up, vivid {argument name="background color" default="background color"}. Centric composition, cinematic aesthetic, dynamic, professional advertising photography

A vibrant candid photograph of a young woman at a {argument name="arcade machine" default="colorful arcade claw machine"}, turning toward the camera with a bright cheerful smile. She has dark brown hair tied into a casual ponytail with soft bangs, wearing a {argument name="clothing" default="light beige oversized hoodie"} and carrying a large dark brown shoulder tote bag with a cute orange plush keychain attached. She stands beside a glowing claw machine filled with pastel green, yellow, and mint plush toys, one hand resting on the illuminated control panel. The arcade interior is filled with neon cyan, pink, purple, and warm orange lighting, creating colorful reflections on the glass and her clothing. Anime-inspired artwork and colorful posters decorate the walls in the background. Playful youthful atmosphere, cozy candid snapshot, vibrant neon glow, realistic photography, soft depth of field, natural expression, high detail, vertical composition.

A high-end studio photograph of a {argument name="cocktail type" default="YOUR COCKTAIL"}, shot from a high-angle slightly top-down perspective. The drink is served in its appropriate traditional glass with an elegant design and professional garnish. Artfully scattered around the base of the glass are fresh fruits and ingredients associated with the cocktail recipe. The scene features a warm, summery atmosphere with a light orange-tinted background. Artistic soft shadows of tropical palm leaves are cast across the frame, creating a vacation vibe. Realistic condensation on the glass, soft golden hour lighting, 8k resolution, professional food photography, sharp focus, clean and sophisticated composition.

[ { "person": "{argument name="person 1" default="Sadie Sink"}", "clothing": { "color": "Pink", "style": "Eyelet lace-up mini dress", "design": "Off-shoulder ruffles and front lace-up design" }, "accessories": { "jewelry": ["Golden bangles", "Earrings"], "accessories": "Silver wrist watch" }, "scene": { "location": "Beach club", "background": "Beach chairs, white umbrellas, and sand" } }, { "person": "Sydney Sweeney", "clothing": { "color": "Royal Blue", "style": "Eyelet lace-up dress", "design": "Off-shoulder puffed sleeves and lace in the middle" }, "accessories": { "jewelry": ["Golden bangles (left wrist)", "Small earrings"], "accessories": "Silver watch" }, "scene": { "location": "Seashore", "background": "Wide beach area and sun loungers" } }, { "person": "Ana de Armas", "clothing": { "color": "Red", "style": "Eyelet ruffle dress", "design": "Shoulder ruffles and corset-style front lace" }, "accessories": { "jewelry": ["Golden bangles (right wrist)", "Large earrings"] }, "scene": { "location": "Beach resort", "background": "White cushioned sofa and beach chairs" } }, { "person": "Megan Fox", "clothing": { "color": "Black", "style": "Layered eyelet dress", "design": "Off-shoulder, tiered skirt and front tie-up design" }, "accessories": { "jewelry": ["Thick golden bangles", "Textured hoops"], "accessories": "Luxury silver watch" }, "scene": { "location": "Beach lounge", "background": "Wooden cabanas and umbrellas for sun protection" } } ]

{ "prompt": { "subject": { "demographics": "Young woman, approximately mid-20s", "hair": { "color": "{argument name="hair color" default="Vibrant auburn red"}", "texture": "Voluminous natural curls, tight spirals, slightly tousled and messy look", "length": "Long, cascading past shoulders" }, "face": { "eyes": "Piercing blue, almond-shaped", "skin": "Fair complexion, dewy finish, radiant highlight on cheekbones and nose", "lips": "Full, glossy pink-nude lipstick, mouth slightly parted", "expression": "Alluring, confident, direct eye contact with camera" } }, "apparel": { "clothing": "White fitted button-down shirt, deep V-neck plunging neckline, unbuttoned at top, long sleeves", "accessories": "Delicate gold chain necklace with small round pendant, white wireless earbud in right ear, small dangling earring" }, "pose": { "type": "Selfie portrait", "angle": "Slightly high angle, head tilted to the right", "framing": "Close-up chest up, arm extended indicating handheld camera" }, "environment": { "setting": "Indoor domestic bedroom or hallway", "background": "Softly out of focus, neutral beige walls, white paneled door visible on right, dark framed mirror or doorway on left", "details": "Simple, uncluttered home interior" }, "lighting": { "type": "Soft, frontal beauty lighting (likely ring light or natural window light)", "effects": "Catchlights in eyes, specular highlights on forehead and cheeks, soft shadows under chin and hair" }, "mood": { "atmosphere": "Casual yet glamorous, intimate, confident", "style": "Social media influencer aesthetic, 'getting ready' vibe" }, "camera_details": { "type": "Smartphone front-facing camera simulation or 35mm portrait lens", "focus": "Sharp focus on eyes and face, shallow depth of field (bokeh) on background", "quality": "{argument name="image quality" default="4k, highly detailed texture (skin pores, individual hair strands), photorealistic"}" } } }

{ "prompt": { "action": "Create an image from this photo without changing the face", "subject": "A young woman posing casually standing while leaning in the corner of a room, one hand in her front pants pocket, the other hand holding glasses near her eye", "clothing": "Oversized black short-sleeved t-shirt with retro graphic screen printing on the chest reading 'IVE SCOUT' and 'AMERICA' with small pastel star accents (yellow and light blue), long denim jeans in an acid-wash or grunge style faded dark gray", "accessories": "Thick black-rimmed glasses (held, not fully worn), layered silver chain necklace, silver waist chain dangling from the pocket with small figure ornaments/hangers", "environment": "Corner of a minimalist interior corridor or room, there is a door frame or gray panel on the left side, plain white back wall", "lighting": "Direct flash photography, creating a sharp, dark body shadow sticking to the wall behind the subject, slightly cool tone color nuance", "camera": "Eye-level perspective, point-and-shoot camera or smartphone candid photo aesthetic", "style": "Y2K Streetwear style, casual K-pop idol look, urban fashion, retro flash aesthetic", "facial_expression": "Confident and playful pose (face and hair details are not described according to instructions)", "camera_size": "9:16 Vertical Aspect Ratio" } }

A cinematic, double-exposure portrait of a {argument name="subject" default="young woman in profile"}, smoking a cigarette with a contemplative expression. Her silhouette serves as a frame for a {argument name="landscape" default="lush, tropical landscape featuring cascading waterfalls, palm trees, and misty mountains"} under a soft, golden sunset. The wisps of white smoke from her cigarette blend into the {argument name="sky background" default="cloudy sky"}, creating a seamless, surreal atmosphere that bridges urban melancholy with the serenity of nature.

Please create a presentation document summarizing the trends in collected prompt guides and the differences in best practices for prompts across LLM, image generation, and video generation models.

<role> You are specialized in computational photography, specifically the optical characteristics of the {argument name="phone model" default="iPhone 16/17 Pro Max"} sensor system. You translate human concepts into mathematically precise image generation prompts. </role> <cognitive_framework> <principle name="Context Hunger"> If the user provides a vague concept (for example, "{argument name="example vague concept" default="girl at a cafe"}"), you must explicitly invent the missing environmental, lighting, and styling details to ensure a complete image. </principle> <principle name="The iPhone Aesthetic"> All outputs must strictly simulate high-end mobile photography. - Focal Lengths: {argument name="main focal length" default="24mm"} (Main), {argument name="ultra wide focal length" default="13mm"} (Ultra Wide), or {argument name="telephoto focal length" default="77mm"} (Telephoto). - Characteristics: "Apple ProRAW" color science, sharp details (Deep Fusion), computational bokeh (Portrait Mode), and Smart HDR dynamic range. - Avoid: anamorphic lens flares, exaggerated "cinema" bokeh, or vintage film grain (unless specified as a filter). </principle> <principle name="Imperfection is Realism"> To achieve "ultra-realism," you must inject terms describing unpolished reality: digital noise (not film grain), skin texture, slightly blown-out highlights (common in mobile), and natural "snapshot" framing. </principle> <principle name="JSON Precision"> Your output is a strict JSON object designed for programmatic use. </principle> </cognitive_framework> <visual_analysis_reference> The "Influencer Aesthetic" is defined by: - Vibe: "Plandid" (planned candid), effortlessness, aspirational lifestyle. - Lighting: natural window light, golden hour, or "flash photography" (hard flash) for night shots. - Framing: vertical (9:16) native mobile aspect ratio, often selfies or point-of-view (POV). </visual_analysis_reference> <instructions> 1. Analyze the user's request for subject and mood. 2. Enrich the request using "iPhone Photography" constraints. 3. Format the output strictly as a JSON object with the following schema. </instructions> <json_schema> { "meta_data": { "style": "iPhone Pro Max Photography", "aspect_ratio": "9:16" }, "prompt_components": { "subject": "Detailed description of person, styling, pose (mirror selfie, 0.5x angle, etc.)", "environment": "Detailed background, location, social setting", "lighting": "Smart HDR lighting, natural source, or direct flash", "camera_gear": "iPhone 16 Pro Max, Main Camera 24mm f/1.78, or Ultra Wide 13mm", "processing": "Apple ProRAW, Deep Fusion, Shot on iPhone", "imperfections": "Digital noise, motion blur, authentic skin texture, screen reflection (if mirror)" }, "full_prompt_string": "The combined, comma-separated string optimized for realistic mobile generation", "negative_prompt": "Standard negatives + 'professional camera, DSLR, bokeh balls, anamorphic, cinema lighting, studio lighting'" } </json_schema> <task> Await the user's description of the scene. Generate the JSON output immediately. </task>

{ "subject": { "description": "Young East Asian woman, positioned in profile turning to look back at the viewer.", "pose": "Looking over shoulder, slight head tilt, body angled away from camera.", "expression": "Soft, neutral to slightly melancholic, contemplative gaze, lips slightly parted." }, "clothing": { "upper_body": "Dark, structured jacket or blazer, possibly pinstriped or textured fabric.", "visibility": "Mostly obscured by shadow and foreground elements." }, "hair": { "color": "Dark brown to black.", "style": "Long, loose, tousled waves, slightly messy texture.", "lighting_interaction": "Strongly backlit, creating a glowing halo effect on loose strands (rim lighting)." }, "face": { "skin_tone": "Fair/pale with warm undertones.", "features": "Soft facial structure, almond-shaped eyes, natural eyebrows.", "makeup": "Minimal, 'no-makeup' look, natural lip color." }, "accessories": { "visible_items": "None clearly visible due to framing and lighting." }, "environment": { "setting": "Cluttered interior space, resembling a workshop, storage room, or old bookstore.", "background_elements": "Wooden shelves stacked with indistinct objects, papers, boxes, and plastic packaging.", "foreground_elements": "Blurred translucent objects (possibly glass, plastic sheets, or dust covers) creating layers and reflections." }, "lighting": { "source": "Natural sunlight streaming through a window on the left.", "quality": "Golden hour, warm, diffuse but directional.", "effects": "Strong backlighting/rim lighting on hair, volumetric dust motes dancing in the light, lens flares, soft glare, dramatic contrast between light and shadow." }, "camera": { "perspective": "Eye-level, shot through a foreground obstruction (glass or clutter).", "focus": "Shallow depth of field (bokeh), sharp focus on eyes/face, blurred background and foreground.", "lens_character": "Soft focus, film grain simulation, slight bloom effect." }, "style": { "aesthetic": "Cinematic, atmospheric, nostalgic, slice-of-life, ethereal.", "mood": "Dreamy, intimate, quiet, sentimental.", "visual_reference": "Film photography, Japanese photobook style." } }

{ "meta": { "aspect_ratio": "3:2", "quality": "ultra_photorealistic", "resolution": "8k", "style": "scientific macro documentary photography", "realism_level": "extreme realism, natural optics", "ai_artifacts": "none" }, "subject": { "description": "a single water droplet resting on a rainforest leaf", "droplet": { "shape": "natural spherical tension", "clarity": "crystal clear", "refraction": "subtle optical refraction of leaf veins inside the droplet" }, "leaf": { "type": "{argument name="leaf type" default="broad tropical rainforest leaf"}", "surface": "slightly waxy, natural micro texture", "veins": "highly detailed visible leaf veins branching naturally", "imperfections": [ "tiny surface pores", "microscopic dust", "organic irregularities" ] } }, "environment": { "location": "dense tropical rainforest", "atmosphere": "humid, quiet, post-rain stillness", "background": [ "soft green bokeh", "out-of-focus jungle foliage", "natural depth layers" ], "air": "moist, slightly misty" }, "lighting": { "type": "natural diffused rainforest light", "source": "filtered sunlight through canopy", "quality": "soft, scattered, non-directional", "highlights": "gentle specular highlight on water droplet", "shadows": "extremely soft micro-shadows along leaf veins" }, "camera": { "camera_type": "professional macro photography setup", "lens": "100mm macro lens", "aperture": "f/8", "focus": "razor-sharp focus on leaf veins and water droplet edge", "depth_of_field": "very shallow, true macro depth", "magnification": "1:1 macro ratio", "perspective": "parallel to leaf surface" }, "color_grading": { "palette": "deep natural greens, subtle yellow highlights", "saturation": "realistic, not boosted", "contrast": "low to medium, natural tonal range", "clarity": "optical clarity, not digital sharpening", "grain": "none or extremely subtle" }, "constraints": [ "no insects", "no fantasy glow", "no artificial lighting", "no cinematic color grading", "no exaggerated sharpness", "must look like a real scientific macro photograph" ] }

Create a hyper-realistic, high-detail studio photoshoot featuring the same person from the reference photo with the exact facial features, skin tone, hairstyle, proportions, and identity fully preserved (no changes to face or structure). He is wearing stylish Gen-Z fashion attire trendy, minimal, modern streetwear. He is leaning casually on a realistic, fluffy, life-sized {argument name="character name" default="Labubu"} character, rendered in soft fur texture with playful expression. A British Shorthair cat sits or poses nearby, also hyperrealistic with detailed fur and natural posture. The entire scene is set against a smooth, seamless, vibrant {argument name="background color" default="orange"} studio backdrop with professional studio lighting, crisp shadows, clean highlights, and a premium fashion editorial vibe. Ultra-photorealistic, flawless skin texture (but unchanged identity), high-end photography style, full-body or mid-shot composition.

8-panel manga A retro game called 'The World' {argument name="dialogue" default="Yikes! This is a total ultra-super-special crap game!"} I pressed the reset button.

I had Gemini's nano banana remove the fence.

{   "subject": {     "appearance": "{argument name="appearance" default="Young woman with fair skin, slim build"}",     "hair": {       "color": "{argument name="hair color" default="Black"}",       "style": "{argument name="hair style" default="High pigtails with straight texture, bangs framing the forehead and sides of face"}"     },     "face": {       "eyes": "{argument name="eyes" default="Green/Hazel, heavy winged eyeliner, long lashes"}",       "expression": "{argument name="expression" default="Sultry gaze, lips slightly parted"}",       "action": "{argument name="action" default="Right index finger touching lower lip/corner of mouth"}"     },     "outfit": {       "top": "{argument name="top" default="Black corset top, sleeveless, deep scoop neckline, visible hook-and-eye closures down the center"}",       "bottom": "{argument name="bottom" default="Black shorts/skirt (partially visible)"}",       "accessories": "{argument name="accessories" default="Silver cross pendant necklace on a thin chain"}"     },     "pose": "{argument name="pose" default="Selfie angle (arm extended towards camera), high angle looking down at subject, body angled slightly"}"   },   "environment": {     "location": "{argument name="location" default="Bedroom interior"}",     "background": {       "bedding": "{argument name="bedding" default="Large white textured pillows (tufted/knit design), white sheets"}",       "lighting": "{argument name="background lighting" default="Purple LED strip light running horizontally behind the headboard against a dark wall"}",       "ambiance": "{argument name="ambiance" default="Dimly lit room with colored accent lighting"}"     }   },   "photography_style": {     "aesthetic": "{argument name="aesthetic" default="E-girl / Y2K grunge / 2000s digital aesthetic"}",     "lighting_technique": "{argument name="lighting technique" default="Direct on-camera flash (harsh lighting on subject), creating high contrast with the darker background"}",     "angle": "{argument name="angle" default="High-angle selfie (0.5x or wide angle distortion effect)"}",     "color_palette": "{argument name="color palette" default="High contrast black and white focus with vibrant purple backlight neon accent"}"   } }

{ "meta": { "aspect_ratio": "9:16", "quality": "raw_photo, uncompressed, 8k", "camera": "iPhone 15 Pro Max front camera", "lens": "23mm f/1.9", "style": "influencer candid bedtime selfie, clean girl aesthetic, natural beauty, ultra-realistic", "iso": "800-1600 (natural low light grain)" }, "scene": { "location": "Luxury bedroom interior", "environment": [ "high thread count white or cream bedding", "fluffy down pillows", "soft warm ambient light from background", "hint of a silk headboard" ], "time": "Late night / Bedtime", "atmosphere": "intimate, relaxing, soft luxury" }, "lighting": { "type": "Phone screen softbox effect", "key_light": "Soft cool light from phone screen illuminating the face center", "fill_light": "Warm, dim bedside lamp in background creating depth", "shadows": "Gentle contouring shadows under cheekbones and chin", "highlights": "Dewy highlights on the nose bridge, cheekbones, and forehead (skincare glow)" }, "camera_perspective": { "pov": "Selfie (arm extended)", "angle": "High angle, slightly tilted head (flattering portrait angle)", "framing": "Close-up on face and upper chest", "focus": "Sharp focus on eyes and lips, slight blur on ears and background" }, "subject": { "demographics": { "gender": "female", "age": "32 years old", "ethnicity": "Hispanic / Latina", "look": "High-fashion model off-duty" }, "face": { "structure": "Symmetrical model features, high sculpted cheekbones, defined jawline, elegant nose", "skin_texture": "Flawless but realistic texture, 'glass skin' effect (well-hydrated), visible pores but no blemishes, radiant natural glow (no foundation)", "lips": "Naturally large, full and plush lips, soft mauve/rosy natural pigment, hydrated texture", "eyes": "Large, expressive dark eyes, long natural dark lashes (no mascara clumps, just length), looking into camera lens", "brows": "Naturally thick, well-groomed, brushed up" }, "hair": { "color": "Dark chocolate brown", "style": "Loose, voluminous waves falling on the pillow", "texture": "Silky, healthy shine" }, "expression": "Soft, confident, alluring but sleepy, slight relaxing smile" }, "outfit": { "headwear": { "item": "Luxury silk sleep mask", "position": "Pushed up onto the forehead/hair", "color": "Champagne gold or blush pink", "texture": "Satin sheen" }, "top": { "type": "Silk or satin pajama camisole", "color": "Matching champagne or soft white", "details": "Delicate lace trim at neckline, thin straps, fabric draping naturally over collarbones" } }, "details": { "realism_focus": [ "Moisturizer sheen on skin (skincare routine look)", "Realistic lip texture (creases, hydration)", "Reflection of phone screen in the pupils", "Natural fabric folds of the silk pajamas and bedding", "Avoid plastic smoothing - preserve skin grain" ], "negative_prompt": [ "heavy makeup", "foundation", "cakey skin", "plastic skin", "airbrushed", "acne", "blemishes" ] } }

Cinematic wide shot of a beautiful girl standing alone in the middle of an endless dew-covered grass meadow at sunrise, soft morning mist rolling around her, delicate backlight creating a glowing halo effect, ethereal and peaceful mood, cool color tones with hints of pink and gold, cinematic composition, shot on Arri Alexa, shallow depth of field, hyper realistic details, masterpiece, 8k"

Vintage webcam-style photo booth collage of a young brunette girl sitting on a bed in a dark cozy bedroom at night, captured in three candid frames with different expressions — peace sign selfie, sleepy tired face, and natural laughing smile. Soft blue screen lighting, grainy low-light texture, nostalgic early 2000s webcam aesthetic, visible digital timestamp overlay, casual black sleeveless top, natural messy hair, minimal makeup, relaxed late-night vibe, intimate bedroom atmosphere, soft shadows, candid Gen Z mood, Tumblr and Y2K aesthetic, realistic skin texture, cinematic composition, lo-fi digital camera quality, photorealistic.