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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")
![{"image_layout":"2x2 grid collage featuring four distinct photographs of the same man subject.","identity_lock":{"reference":"uploaded image","rules":["Preserve the exact same face, facial structure, body shape, skin tone, and overall identity as the uploaded reference image","Do NOT change the person\u2019s appearance, age, ethnicity, or attractiveness","The subject must clearly be the same individual in all four panels"]},"clothing_rules":{"base_rule":"Clothing may either match the uploaded image exactly OR be naturally inferred outfits that the same person would realistically wear","constraints":["No drastic style change","No costume-like outfits","Outfits must feel coherent with the subject\u2019s real-life fashion sense"]},"panels":[{"position":"top_left","setting":"Outdoors at night, dark background with softly illuminated green foliage","action":"He holds a cake in one hand and licks frosting from the index finger of the other hand","outfit":{"description":"A sleek, night-out look that fits the subject\u2019s real style (can match the uploaded outfit or a realistic alternative)","jewelry":"Gold-toned accessories such as a wristwatch, bracelet, rings"},"props":{"item":"Round frosted cake","details":["Red cherries on top","Clean piping along the edges","icing text on the cake"]},"mood":"Playful, confident, slightly cheeky"},{"position":"top_right","setting":"Daytime upscale city street with storefronts and trees","action":"He leans casually out of the open door of a luxury car, looking directly at the camera","outfit":{"description":"Casual-chic daytime outfit consistent with his identity (may reuse the uploaded outfit or a plausible streetwear variation)","accessories":"Minimal jewelry, small messenger bag"},"lighting":"Bright natural daylight with realistic shadows","mood":"Confident, aspirational, influencer-like"},{"position":"bottom_left","setting":"Indoor hallway with beige walls and wooden flooring","action":"Full-body mirror selfie","outfit":{"description":"A coordinated outfit suitable for an indoor mirror selfie, consistent with his fashion sense","accessories":"Designer-style minimal accessories, stacked bracelets"},"background_details":["Large gold-framed mirror leaning against the wall","Minimal interior decor such as dried plants","Doorway visible in the reflection"],"mood":"Stylish, composed, fashion-focused"},{"position":"bottom_right","setting":"Inside a vehicle or near a window during golden hour","action":"Close-up selfie with his hand near his mouth or chin","outfit":{"description":"Soft-toned top with light outerwear, aligned with his real-world style"},"hair_styling":"Hair styling may vary slightly (e.g., tousled) as long as it remains clearly the same person","background_details":"Warm sunlight, car window frame, outdoor scenery visible","mood":"Intimate, relaxed, candid"}],"photography_style":{"type":"Realistic lifestyle photography","quality":"High-resolution, natural textures, no artificial beautification","lighting":"Scenario-appropriate natural lighting in each panel"},"negative_prompt":["face change","different person","anime style","illustration","AI beauty exaggeration","plastic skin","unrealistic fashion","costume outfits","low resolution"]}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777863602-60d854a771e5cb5fb1c0d5b99a29008c-1.png "{\"image_layout\":\"2x2 grid collage featuring four distinct photographs of the same man subject.\",\"identity_lock\":{\"reference\":\"uploaded image\",\"rules\":[\"Preserve the exact same face, facial structure, body shape, skin tone, and overall identity as the uploaded reference image\",\"Do NOT change the person\u2019s appearance, age, ethnicity, or attractiveness\",\"The subject must clearly be the same individual in all four panels\"]},\"clothing_rules\":{\"base_rule\":\"Clothing may either match the uploaded image exactly OR be naturally inferred outfits that the same person would realistically wear\",\"constraints\":[\"No drastic style change\",\"No costume-like outfits\",\"Outfits must feel coherent with the subject\u2019s real-life fashion sense\"]},\"panels\":[{\"position\":\"top_left\",\"setting\":\"Outdoors at night, dark background with softly illuminated green foliage\",\"action\":\"He holds a cake in one hand and licks frosting from the index finger of the other hand\",\"outfit\":{\"description\":\"A sleek, night-out look that fits the subject\u2019s real style (can match the uploaded outfit or a realistic alternative)\",\"jewelry\":\"Gold-toned accessories such as a wristwatch, bracelet, rings\"},\"props\":{\"item\":\"Round frosted cake\",\"details\":[\"Red cherries on top\",\"Clean piping along the edges\",\"icing text on the cake\"]},\"mood\":\"Playful, confident, slightly cheeky\"},{\"position\":\"top_right\",\"setting\":\"Daytime upscale city street with storefronts and trees\",\"action\":\"He leans casually out of the open door of a luxury car, looking directly at the camera\",\"outfit\":{\"description\":\"Casual-chic daytime outfit consistent with his identity (may reuse the uploaded outfit or a plausible streetwear variation)\",\"accessories\":\"Minimal jewelry, small messenger bag\"},\"lighting\":\"Bright natural daylight with realistic shadows\",\"mood\":\"Confident, aspirational, influencer-like\"},{\"position\":\"bottom_left\",\"setting\":\"Indoor hallway with beige walls and wooden flooring\",\"action\":\"Full-body mirror selfie\",\"outfit\":{\"description\":\"A coordinated outfit suitable for an indoor mirror selfie, consistent with his fashion sense\",\"accessories\":\"Designer-style minimal accessories, stacked bracelets\"},\"background_details\":[\"Large gold-framed mirror leaning against the wall\",\"Minimal interior decor such as dried plants\",\"Doorway visible in the reflection\"],\"mood\":\"Stylish, composed, fashion-focused\"},{\"position\":\"bottom_right\",\"setting\":\"Inside a vehicle or near a window during golden hour\",\"action\":\"Close-up selfie with his hand near his mouth or chin\",\"outfit\":{\"description\":\"Soft-toned top with light outerwear, aligned with his real-world style\"},\"hair_styling\":\"Hair styling may vary slightly (e.g., tousled) as long as it remains clearly the same person\",\"background_details\":\"Warm sunlight, car window frame, outdoor scenery visible\",\"mood\":\"Intimate, relaxed, candid\"}],\"photography_style\":{\"type\":\"Realistic lifestyle photography\",\"quality\":\"High-resolution, natural textures, no artificial beautification\",\"lighting\":\"Scenario-appropriate natural lighting in each panel\"},\"negative_prompt\":[\"face change\",\"different person\",\"anime style\",\"illustration\",\"AI beauty exaggeration\",\"plastic skin\",\"unrealistic fashion\",\"costume outfits\",\"low resolution\"]}")
![{"prompt_details": {"subject": {"description": "Young man with short, textured brunette hair featuring a side part and neat styling. He has almond-shaped eyes, straight brows, and chiseled facial features.", "expressions": ["Top: Subtle, confident smile, direct eye contact with the reflection.", "Bottom: Candid, joyful laughter, eyes closed, head tilted back."], "attire": {"top_image": "Black high-neck sleeveless shirt, sophisticated and minimal.", "bottom_image": "Black slim-fit trousers with subtle glittering texture (sequins or shimmer)."}, "accessories": ["Heavy silver chain necklace", "Metal watch", "Rings on fingers"]}, "pose_and_action": {"type": "Mirror selfie POV.", "hands": ["Holding a wine glass filled with white wine.", "Holding a smartphone to capture the reflection."], "posture": "Seated at a dining table, relaxed but confident."}, "environment": {"location": "Upscale, vintage-inspired restaurant or bistro.", "decor": ["Dark wood paneling", "Ornate mirrors reflecting the room", "Floral or tapestry-style wallpaper/upholstery", "Plush velvet seating (visible patterns)", "White tablecloths"], "background_details": "Other diners softly visible in the background, vintage lamps with fringed shades."}, "lighting": {"atmosphere": "Dim, warm, intimate evening ambiance.", "sources": ["Soft glow from vintage table lamps with warm shades", "Candlelight (prominent tall white candle in the bottom frame)", "Ambient reflection from mirrors"], "effect": "Golden hour indoor tone, soft highlights on hair and skin, rich shadows."}, "camera_and_tech": {"style": "Ultra Photorealistic, 8k resolution, candid lifestyle photography.", "camera_simulation": "Smartphone rear camera (iPhone Pro style), wide aperture (f/1.8) for depth of field.", "focus": "Sharp focus on the subject in the mirror reflection, soft bokeh on foreground elements (wine glass stem, candle).", "color_grading": "Warm, cinematic, slightly grainy low-light texture, rich contrast."}, "mood": "Luxurious, festive, happy, chic, 'night out' aesthetic."}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1779854409-f59086007689a5521086a83deca688bc-1.png "{\"prompt_details\": {\"subject\": {\"description\": \"Young man with short, textured brunette hair featuring a side part and neat styling. He has almond-shaped eyes, straight brows, and chiseled facial features.\", \"expressions\": [\"Top: Subtle, confident smile, direct eye contact with the reflection.\", \"Bottom: Candid, joyful laughter, eyes closed, head tilted back.\"], \"attire\": {\"top_image\": \"Black high-neck sleeveless shirt, sophisticated and minimal.\", \"bottom_image\": \"Black slim-fit trousers with subtle glittering texture (sequins or shimmer).\"}, \"accessories\": [\"Heavy silver chain necklace\", \"Metal watch\", \"Rings on fingers\"]}, \"pose_and_action\": {\"type\": \"Mirror selfie POV.\", \"hands\": [\"Holding a wine glass filled with white wine.\", \"Holding a smartphone to capture the reflection.\"], \"posture\": \"Seated at a dining table, relaxed but confident.\"}, \"environment\": {\"location\": \"Upscale, vintage-inspired restaurant or bistro.\", \"decor\": [\"Dark wood paneling\", \"Ornate mirrors reflecting the room\", \"Floral or tapestry-style wallpaper/upholstery\", \"Plush velvet seating (visible patterns)\", \"White tablecloths\"], \"background_details\": \"Other diners softly visible in the background, vintage lamps with fringed shades.\"}, \"lighting\": {\"atmosphere\": \"Dim, warm, intimate evening ambiance.\", \"sources\": [\"Soft glow from vintage table lamps with warm shades\", \"Candlelight (prominent tall white candle in the bottom frame)\", \"Ambient reflection from mirrors\"], \"effect\": \"Golden hour indoor tone, soft highlights on hair and skin, rich shadows.\"}, \"camera_and_tech\": {\"style\": \"Ultra Photorealistic, 8k resolution, candid lifestyle photography.\", \"camera_simulation\": \"Smartphone rear camera (iPhone Pro style), wide aperture (f/1.8) for depth of field.\", \"focus\": \"Sharp focus on the subject in the mirror reflection, soft bokeh on foreground elements (wine glass stem, candle).\", \"color_grading\": \"Warm, cinematic, slightly grainy low-light texture, rich contrast.\"}, \"mood\": \"Luxurious, festive, happy, chic, 'night out' aesthetic.\"}}")
