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![system_prompt: | **Role:** You are the **Universal Prompt Optimization Engine. **Goal:** Synthesize Text, Image, or Hybrid inputs into a single-line, high-fidelity generation prompt under **240 characters**. **Core Directives:** 1. **Output Isolation:** Return **ONLY** the formatted prompt string. Do not include reasoning, introductions, or labels outside the tag structure. 2. **Constraints:** Absolute maximum length is **250 characters**. Optimization target is **< 240 characters**. 3. **Telegraphic Syntax:** Remove articles (a/an/the) and non-essential prepositions. Use concise sentence fragments to maximize information density. **Merge Logic (Multimodal Hierarchy):** * **Text Only:** Derive all fields strictly from the text. **Zero Hallucination:** Do not invent technical specs (e.g., lens type) unless implied by the requested style. * **Image Only:** Analyze the image to extract Subject, Lighting (Kelvin), Palette, and Style. * **Hybrid (Text + Image):** * **Text** is the Authority on **Subject (`S`)** and specific **Modifiers**. * **Image** is the Authority on **Composition (`C`)**, **Lighting (`L`)**, **Palette (`P`)**, and **Style (`X`)**. * *Override Rule:* If the text explicitly describes lighting or colors, the text description takes precedence over the image analysis. **Output Schema (Strict Tag Order):** Construct the string using the specific tags below in the exact order shown. Use `/` to separate terms within a tag and spaces to separate tags. `S:[value] L:[value] M:[value] C:[value] P:[value] X:[value]` * **S (Subject):** Primary Action/Subject + key visual modifiers (3โ8 terms). * **L (Lighting):** Type + **Kelvin Temp**. * *Standards:* Unknown=`5600K`. Warm=`3200K`. Daylight/Cool=`6500K`. Neon/Night=`7500K amb/3200K signs`. * **M (Materials):** Dominant surfaces and textures (1โ4 terms). * **C (Camera):** Lens focal length, angle, and depth of field (include only if clearly implied or visible). * **P (Palette):** Dominant chromatic scheme (2โ5 terms). * **X (Style/Artifacts):** Artistic medium or digital characteristics. * *Triggers:* If input implies "glitch/retro/low-fi/jpeg/screen", append: `jpeg blocks/8x8/dither/aliasing/banding`. **Trimming Protocol (If > 240 chars):** Remove data in the following priority order until the limit is met: 1. `C` (Camera tags) 2. Secondary `P` (Palette colors) 3. Secondary `M` (Materials) 4. Secondary `L` (Light sources) 5. Extra `X` (Style adjectives) *CRITICAL: NEVER DROP `S` (Subject) or Primary `L` (Kelvin).* **Examples:** * *Input (Text):* "A cyberpunk city at night with neon lights and rain, looking like an old jpeg." * *Output:* S:cyberpunk city/rain/neon L:7500K amb/3200K signs M:wet asphalt C:24mm/high angle P:cyan/magenta/black X:jpeg blocks/8x8/banding * *Input (Image: Misty green forest, soft light):* * *Output:* S:ancient forest/mist L:6500K diffused M:moss/ferns/pine C:50mm/shallow DOF P:desat green/slate X:film grain/haze * *Input (Text: "A red sports car", Image: Black and white noir photo of a street):* * *Output:* S:sports car L:hard/directional 4500K M:metal/chrome/wet street C:35mm/low angle P:red/grayscale/black X:film noir/grain](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777708803-916d0db102f5f9a8b8652305f860225b-1.png "system_prompt: | **Role:** You are the **Universal Prompt Optimization Engine. **Goal:** Synthesize Text, Image, or Hybrid inputs into a single-line, high-fidelity generation prompt under **240 characters**. **Core Directives:** 1. **Output Isolation:** Return **ONLY** the formatted prompt string. Do not include reasoning, introductions, or labels outside the tag structure. 2. **Constraints:** Absolute maximum length is **250 characters**. Optimization target is **< 240 characters**. 3. **Telegraphic Syntax:** Remove articles (a/an/the) and non-essential prepositions. Use concise sentence fragments to maximize information density. **Merge Logic (Multimodal Hierarchy):** * **Text Only:** Derive all fields strictly from the text. **Zero Hallucination:** Do not invent technical specs (e.g., lens type) unless implied by the requested style. * **Image Only:** Analyze the image to extract Subject, Lighting (Kelvin), Palette, and Style. * **Hybrid (Text + Image):** * **Text** is the Authority on **Subject (`S`)** and specific **Modifiers**. * **Image** is the Authority on **Composition (`C`)**, **Lighting (`L`)**, **Palette (`P`)**, and **Style (`X`)**. * *Override Rule:* If the text explicitly describes lighting or colors, the text description takes precedence over the image analysis. **Output Schema (Strict Tag Order):** Construct the string using the specific tags below in the exact order shown. Use `/` to separate terms within a tag and spaces to separate tags. `S:[value] L:[value] M:[value] C:[value] P:[value] X:[value]` * **S (Subject):** Primary Action/Subject + key visual modifiers (3โ8 terms). * **L (Lighting):** Type + **Kelvin Temp**. * *Standards:* Unknown=`5600K`. Warm=`3200K`. Daylight/Cool=`6500K`. Neon/Night=`7500K amb/3200K signs`. * **M (Materials):** Dominant surfaces and textures (1โ4 terms). * **C (Camera):** Lens focal length, angle, and depth of field (include only if clearly implied or visible). * **P (Palette):** Dominant chromatic scheme (2โ5 terms). * **X (Style/Artifacts):** Artistic medium or digital characteristics. * *Triggers:* If input implies \"glitch/retro/low-fi/jpeg/screen\", append: `jpeg blocks/8x8/dither/aliasing/banding`. **Trimming Protocol (If > 240 chars):** Remove data in the following priority order until the limit is met: 1. `C` (Camera tags) 2. Secondary `P` (Palette colors) 3. Secondary `M` (Materials) 4. Secondary `L` (Light sources) 5. Extra `X` (Style adjectives) *CRITICAL: NEVER DROP `S` (Subject) or Primary `L` (Kelvin).* **Examples:** * *Input (Text):* \"A cyberpunk city at night with neon lights and rain, looking like an old jpeg.\" * *Output:* S:cyberpunk city/rain/neon L:7500K amb/3200K signs M:wet asphalt C:24mm/high angle P:cyan/magenta/black X:jpeg blocks/8x8/banding * *Input (Image: Misty green forest, soft light):* * *Output:* S:ancient forest/mist L:6500K diffused M:moss/ferns/pine C:50mm/shallow DOF P:desat green/slate X:film grain/haze * *Input (Text: \"A red sports car\", Image: Black and white noir photo of a street):* * *Output:* S:sports car L:hard/directional 4500K M:metal/chrome/wet street C:35mm/low angle P:red/grayscale/black X:film noir/grain")
![{"subject":{"description":"Young adult male man with toned athletic build (use uploaded reference identity if provided; keep the exact same face, no facial structure change)","hair":"Short, dark brunette textured crop, neatly styled, healthy shine","expression":"Confident smirk, direct eye contact with camera, natural","pose":"Seated at a table, right hand raised touching the side of the head, elbow slightly out; left hand holding a glass"},"attire":{"garment":"Red satin\/silk fitted tank top with subtle trim along the crew neckline, sleeveless","style":"underwear-inspired holiday evening wear","hat":"Red Santa hat (classic trim and pom-pom), worn naturally (not covering eyes)"},"accessories":{"wrist":"Stack of red bracelets on right wrist (red beaded bracelet + red woven bracelet + thin red-toned chain), no mismatched colors","neck":"Thin layered metal chains (gold or silver tone)","nails":"Short groomed nails, clean and natural"},"props":{"drink":"Large red wine glass in left hand, deep red wine visible, realistic reflections"},"environment":{"setting":"Dimly lit upscale restaurant or lounge interior, night-time","background_details":"A large, decorated Christmas tree behind him (soft bokeh), warm recessed ceiling strip lighting, dark walls; table with tablecloth and crystal wine glasses blurred","ambiance":"Intimate, moody, luxurious holiday atmosphere"},"photography_style":{"lighting":"Warm golden ambient light + ceiling strip lighting, NO direct flash, soft shadows and smooth highlight rolloff","aesthetic":"Candid influencer snapshot, natural skin texture, slight high-ISO grain (authentic, not AI-smooth)","framing":"Medium close-up, eye-level shot, subject centered","color_grading":"Warm tungsten balance, slightly saturated skin tones, deep blacks, subtle filmic contrast"},"camera":{"man":"Canon PowerShot G7 X Mark III or iPhone 15 Pro (Portrait Mode look)","lens":"24mm equivalent","aperture":"f\/1.8","shutter_speed":"1\/60s","iso":"1600","focus":"Eyes and lips tack sharp, background soft bokeh"},"negative_prompt":["different face identity","face morphing","beauty filter","plastic skin","cgi render","anime\/cartoon","over-sharpening","hdr look","text overlay","watermark","extra people","warped hands","extra fingers","blurry face","overexposed flash","christmas tree blocking face"]}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777712402-bcd08c668f6bf5ed52bd0110300d54e8-1.png "{\"subject\":{\"description\":\"Young adult male man with toned athletic build (use uploaded reference identity if provided; keep the exact same face, no facial structure change)\",\"hair\":\"Short, dark brunette textured crop, neatly styled, healthy shine\",\"expression\":\"Confident smirk, direct eye contact with camera, natural\",\"pose\":\"Seated at a table, right hand raised touching the side of the head, elbow slightly out; left hand holding a glass\"},\"attire\":{\"garment\":\"Red satin\/silk fitted tank top with subtle trim along the crew neckline, sleeveless\",\"style\":\"underwear-inspired holiday evening wear\",\"hat\":\"Red Santa hat (classic trim and pom-pom), worn naturally (not covering eyes)\"},\"accessories\":{\"wrist\":\"Stack of red bracelets on right wrist (red beaded bracelet + red woven bracelet + thin red-toned chain), no mismatched colors\",\"neck\":\"Thin layered metal chains (gold or silver tone)\",\"nails\":\"Short groomed nails, clean and natural\"},\"props\":{\"drink\":\"Large red wine glass in left hand, deep red wine visible, realistic reflections\"},\"environment\":{\"setting\":\"Dimly lit upscale restaurant or lounge interior, night-time\",\"background_details\":\"A large, decorated Christmas tree behind him (soft bokeh), warm recessed ceiling strip lighting, dark walls; table with tablecloth and crystal wine glasses blurred\",\"ambiance\":\"Intimate, moody, luxurious holiday atmosphere\"},\"photography_style\":{\"lighting\":\"Warm golden ambient light + ceiling strip lighting, NO direct flash, soft shadows and smooth highlight rolloff\",\"aesthetic\":\"Candid influencer snapshot, natural skin texture, slight high-ISO grain (authentic, not AI-smooth)\",\"framing\":\"Medium close-up, eye-level shot, subject centered\",\"color_grading\":\"Warm tungsten balance, slightly saturated skin tones, deep blacks, subtle filmic contrast\"},\"camera\":{\"man\":\"Canon PowerShot G7 X Mark III or iPhone 15 Pro (Portrait Mode look)\",\"lens\":\"24mm equivalent\",\"aperture\":\"f\/1.8\",\"shutter_speed\":\"1\/60s\",\"iso\":\"1600\",\"focus\":\"Eyes and lips tack sharp, background soft bokeh\"},\"negative_prompt\":[\"different face identity\",\"face morphing\",\"beauty filter\",\"plastic skin\",\"cgi render\",\"anime\/cartoon\",\"over-sharpening\",\"hdr look\",\"text overlay\",\"watermark\",\"extra people\",\"warped hands\",\"extra fingers\",\"blurry face\",\"overexposed flash\",\"christmas tree blocking face\"]}")
![{"prompt_type":"photorealistic_portrait","subject":{"demographics":"Young woman, estimated 20s","physique":"Slim, fit, hourglass figure, fair skined tone","hair":{"style":"Updo with loose face-framing strands (tendrils)","color":"Dirty blonde with honey highlights and darker roots","accessory":"Large light blue fabric bow tied at the top of the head"},"face":{"expression":"Neutral to soft confidence, looking slightly off-camera","makeup":"Soft glam, defined eyebrows, contoured cheeks, nude-pink matte lipstick, black eyeliner"},"pose":"Standing straight, arms relaxed at sides (hands possibly in pockets or behind skirt), facing forward"},"apparel":{"item":"Corset-style mini dress","color":"Pastel baby blue","details":["Structured bodice with visible boning channels","Sweetheart neckline with delicate white lace trim","Thick straps with lace edging","Center front tied bow detail","Flared A-line skater skirt with pleats","Short mini length"]},"accessories":{"jewelry":"Thin, delicate gold chain necklace","other":"Small hoop earrings (barely visible)"},"environment":{"setting":"Luxurious entryway or patio interior","architectural_features":["White French doors with multiple glass panes (left)","Ornate black wrought iron decorative grille or gate (background right)","Carved stone fireplace mantel (background right)","Black and white checkered marble flooring"]},"lighting":{"type":"Natural daylight","direction":"Side lighting coming from the left (window\/door)","quality":"Soft, diffused, flattering highlights on skin and collarbone"},"technical_specs":{"resolution":"4k ultra HD","quality":"Photorealistic, high fidelity, sharp focus on subject","style":"Fashion photography, lifestyle portrait","camera_settings":"Medium depth of field, background slightly softened but visible"}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777716002-81bce53d4ebd67efacb0a67c54c5bb71-1.png "{\"prompt_type\":\"photorealistic_portrait\",\"subject\":{\"demographics\":\"Young woman, estimated 20s\",\"physique\":\"Slim, fit, hourglass figure, fair skined tone\",\"hair\":{\"style\":\"Updo with loose face-framing strands (tendrils)\",\"color\":\"Dirty blonde with honey highlights and darker roots\",\"accessory\":\"Large light blue fabric bow tied at the top of the head\"},\"face\":{\"expression\":\"Neutral to soft confidence, looking slightly off-camera\",\"makeup\":\"Soft glam, defined eyebrows, contoured cheeks, nude-pink matte lipstick, black eyeliner\"},\"pose\":\"Standing straight, arms relaxed at sides (hands possibly in pockets or behind skirt), facing forward\"},\"apparel\":{\"item\":\"Corset-style mini dress\",\"color\":\"Pastel baby blue\",\"details\":[\"Structured bodice with visible boning channels\",\"Sweetheart neckline with delicate white lace trim\",\"Thick straps with lace edging\",\"Center front tied bow detail\",\"Flared A-line skater skirt with pleats\",\"Short mini length\"]},\"accessories\":{\"jewelry\":\"Thin, delicate gold chain necklace\",\"other\":\"Small hoop earrings (barely visible)\"},\"environment\":{\"setting\":\"Luxurious entryway or patio interior\",\"architectural_features\":[\"White French doors with multiple glass panes (left)\",\"Ornate black wrought iron decorative grille or gate (background right)\",\"Carved stone fireplace mantel (background right)\",\"Black and white checkered marble flooring\"]},\"lighting\":{\"type\":\"Natural daylight\",\"direction\":\"Side lighting coming from the left (window\/door)\",\"quality\":\"Soft, diffused, flattering highlights on skin and collarbone\"},\"technical_specs\":{\"resolution\":\"4k ultra HD\",\"quality\":\"Photorealistic, high fidelity, sharp focus on subject\",\"style\":\"Fashion photography, lifestyle portrait\",\"camera_settings\":\"Medium depth of field, background slightly softened but visible\"}}")
![{"Objective": "Create an ultra-realistic cinematic close-up winter portrait with a moody urban atmosphere, balancing cool winter tones and warm city light.", "Persona_Details": {"Subject": "Young adult man", "Facial_Features": {"Facial_Hair": "Light stubble", "Expression": "Calm, thoughtful", "Gaze": "Looking slightly upward"}, "Appearance_Interaction": {"Snow": "Soft snowflakes settling naturally on hair, scarf, and coat"}}, "Wardrobe": {"Outerwear": "Dark winter overcoat", "Accessory": "Thick knitted scarf", "Style": "Classic, understated winter fashion"}, "Scene_and_Environment": {"Location": "Outdoor winter city street at night", "Atmosphere": {"Snowfall": "Gentle, continuous snowfall", "Mood": "Quiet, reflective, cinematic"}, "Background": {"Lighting": "Warm golden street lamps", "Effect": "Soft circular bokeh highlights"}}, "Lighting_and_Mood": {"Key_Light": "Cool blue winter light illuminating the face", "Accent_Light": "Warm golden highlights from street lamps", "Contrast": "Cool-to-warm cinematic balance", "Mood": "Atmospheric, intimate, emotionally reflective"}, "Photography_Style": {"Genre": "Cinematic urban portrait", "Lens": "85mm", "Aperture": "f/1.8", "Depth_of_Field": "Shallow depth of field", "Framing": "Close-up portrait", "Focus": "Eyes and facial details razor-sharp with smooth background blur"}, "Color_and_Grading": {"Color_Grade": "Cinematic color grading", "Shadows": "Teal-blue winter tones", "Highlights": "Warm golden accents", "Overall_Palette": ["Cool blues", "Deep neutrals", "Warm amber highlights"]}, "Detail_and_Quality": {"Texture_Detail": ["Realistic skin texture", "Fine stubble detail", "Knitted fabric fibers", "Individual snowflakes"], "Realism_Level": "Photorealistic", "Quality": "Professional photography standard"}, "Quality_Tags": ["Ultra-realistic", "Photorealism", "Cinematic winter portrait", "Urban night atmosphere", "High-end editorial"], "Negative_Prompts": ["Text", "Logo", "Watermark", "Over-smooth skin", "Cartoon or illustration style", "Flat lighting", "Low resolution"], "Output_Constraints": {"Text_Overlay": false, "Branding": false, "Watermark": false}, "Response_Format": {"Type": "Single image", "Aspect_Ratio": "Portrait (4:5 or 3:4 recommended)", "Use_Case": "Cinematic portraiture, winter editorial, lifestyle storytelling"}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1787146503-e07e4a131fdc9bc155deb618f5cd387a-1.png "{\"Objective\": \"Create an ultra-realistic cinematic close-up winter portrait with a moody urban atmosphere, balancing cool winter tones and warm city light.\", \"Persona_Details\": {\"Subject\": \"Young adult man\", \"Facial_Features\": {\"Facial_Hair\": \"Light stubble\", \"Expression\": \"Calm, thoughtful\", \"Gaze\": \"Looking slightly upward\"}, \"Appearance_Interaction\": {\"Snow\": \"Soft snowflakes settling naturally on hair, scarf, and coat\"}}, \"Wardrobe\": {\"Outerwear\": \"Dark winter overcoat\", \"Accessory\": \"Thick knitted scarf\", \"Style\": \"Classic, understated winter fashion\"}, \"Scene_and_Environment\": {\"Location\": \"Outdoor winter city street at night\", \"Atmosphere\": {\"Snowfall\": \"Gentle, continuous snowfall\", \"Mood\": \"Quiet, reflective, cinematic\"}, \"Background\": {\"Lighting\": \"Warm golden street lamps\", \"Effect\": \"Soft circular bokeh highlights\"}}, \"Lighting_and_Mood\": {\"Key_Light\": \"Cool blue winter light illuminating the face\", \"Accent_Light\": \"Warm golden highlights from street lamps\", \"Contrast\": \"Cool-to-warm cinematic balance\", \"Mood\": \"Atmospheric, intimate, emotionally reflective\"}, \"Photography_Style\": {\"Genre\": \"Cinematic urban portrait\", \"Lens\": \"85mm\", \"Aperture\": \"f/1.8\", \"Depth_of_Field\": \"Shallow depth of field\", \"Framing\": \"Close-up portrait\", \"Focus\": \"Eyes and facial details razor-sharp with smooth background blur\"}, \"Color_and_Grading\": {\"Color_Grade\": \"Cinematic color grading\", \"Shadows\": \"Teal-blue winter tones\", \"Highlights\": \"Warm golden accents\", \"Overall_Palette\": [\"Cool blues\", \"Deep neutrals\", \"Warm amber highlights\"]}, \"Detail_and_Quality\": {\"Texture_Detail\": [\"Realistic skin texture\", \"Fine stubble detail\", \"Knitted fabric fibers\", \"Individual snowflakes\"], \"Realism_Level\": \"Photorealistic\", \"Quality\": \"Professional photography standard\"}, \"Quality_Tags\": [\"Ultra-realistic\", \"Photorealism\", \"Cinematic winter portrait\", \"Urban night atmosphere\", \"High-end editorial\"], \"Negative_Prompts\": [\"Text\", \"Logo\", \"Watermark\", \"Over-smooth skin\", \"Cartoon or illustration style\", \"Flat lighting\", \"Low resolution\"], \"Output_Constraints\": {\"Text_Overlay\": false, \"Branding\": false, \"Watermark\": false}, \"Response_Format\": {\"Type\": \"Single image\", \"Aspect_Ratio\": \"Portrait (4:5 or 3:4 recommended)\", \"Use_Case\": \"Cinematic portraiture, winter editorial, lifestyle storytelling\"}}")
