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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")
![{"prompt_type": "instagram (do not show layout or UI)_candid_cosplay_photorealistic", "aspect_ratio": "9:16 (vertical portrait, mobile-first)", "scene": {"setting": "Tropical outdoor poolside, lush green foliage and palm trees in the background", "time": "Bright sunny day, clear blue sky, midday sunlight", "location": "Edge of a sparkling blue swimming pool, man sitting on the pool ledge with legs dangling in the water", "lighting": {"primary": "Intense natural sunlight (~5500K), warm golden highlights on skin, wet fabric, and hair", "secondary": "Reflections from pool water creating blue-green rim light and sparkles on skin and swim trunks", "realism": "Natural skin glow, realistic water droplets, subtle lens flare from sun, slight chromatic aberration for authentic phone camera look"}, "atmosphere": "Playful, confident, sexy cosplay vibe โ feels like a spontaneous, flirty poolside photo taken on a smartphone", "quality": "Ultra-realistic, photorealistic, 8k resolution, natural smartphone grain, subtle motion blur on water droplets"}, "subject": {"description": "young man, early-to-mid 20s, handsome and confident, facial features exactly like the reference image", "physique": {"build": "Athletic, muscular build โ thick, full, and masculine", "bust": "Large, full, heavy chest, natural shape, deep chest emphasized by fitted tank top, bare chest option", "waist": "Trim and defined, athletic midsection", "hips": "Broad, powerful hips and thighs, pronounced lower body", "legs": "Thick, muscular thighs and calves, strong and full", "skin": "Smooth, golden-tan summer glow with natural sheen from water and sunlight", "overall": "Thickset, muscular, powerful and sensual โ exaggerated yet natural anime-inspired proportions"}, "face": {"eyes": "Large, expressive eyes with defined brows, natural lashes", "lips": "Full lips, subtle confident smirk", "expression": "Confident grin with intense eyes, playful and charismatic"}, "outfit": {"swimwear": "Fitted bright blue tank top with thin straps, matching blue swim trunks"}, "accessories": "Thick silver chain necklace, gold watch on wrist, no hair accessories", "pose": "Sitting on the edge of the pool, legs in the water, leaning back on hands, chest forward, legs slightly spread, holding a green beer can between thighs"}}, "background": {"elements": ["Lush green tropical plants and palm trees", "Sparkling blue pool water with reflections", "Sunlit pool ledge with water droplets", "Distant greenery and sky, softly blurred"]}, "camera": {"angle": "Slightly low angle, looking up from pool level, full-body shot with emphasis on muscular physique", "lens": "Equivalent to iPhone 15 Pro main camera (wide angle, natural perspective)", "depth_of_field": "Moderate, sharp focus on subject, background softly blurred", "motion": "Natural smartphone photo look, slight motion blur on water, authentic grain and lens flare", "style": "Realistic Instagram poolside cosplay aesthetic โ vibrant colors, warm tone, minimal editing, feels like a fresh phone shot"}, "overall_mood": "Confident, sexy, playful, summery cosplay energy โ magnetic, muscular, and effortlessly charismatic"}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777734002-c78e8d89bb1a45eb40308c4b8aa3c100-1.png "{\"prompt_type\": \"instagram (do not show layout or UI)_candid_cosplay_photorealistic\", \"aspect_ratio\": \"9:16 (vertical portrait, mobile-first)\", \"scene\": {\"setting\": \"Tropical outdoor poolside, lush green foliage and palm trees in the background\", \"time\": \"Bright sunny day, clear blue sky, midday sunlight\", \"location\": \"Edge of a sparkling blue swimming pool, man sitting on the pool ledge with legs dangling in the water\", \"lighting\": {\"primary\": \"Intense natural sunlight (~5500K), warm golden highlights on skin, wet fabric, and hair\", \"secondary\": \"Reflections from pool water creating blue-green rim light and sparkles on skin and swim trunks\", \"realism\": \"Natural skin glow, realistic water droplets, subtle lens flare from sun, slight chromatic aberration for authentic phone camera look\"}, \"atmosphere\": \"Playful, confident, sexy cosplay vibe โ feels like a spontaneous, flirty poolside photo taken on a smartphone\", \"quality\": \"Ultra-realistic, photorealistic, 8k resolution, natural smartphone grain, subtle motion blur on water droplets\"}, \"subject\": {\"description\": \"young man, early-to-mid 20s, handsome and confident, facial features exactly like the reference image\", \"physique\": {\"build\": \"Athletic, muscular build โ thick, full, and masculine\", \"bust\": \"Large, full, heavy chest, natural shape, deep chest emphasized by fitted tank top, bare chest option\", \"waist\": \"Trim and defined, athletic midsection\", \"hips\": \"Broad, powerful hips and thighs, pronounced lower body\", \"legs\": \"Thick, muscular thighs and calves, strong and full\", \"skin\": \"Smooth, golden-tan summer glow with natural sheen from water and sunlight\", \"overall\": \"Thickset, muscular, powerful and sensual โ exaggerated yet natural anime-inspired proportions\"}, \"face\": {\"eyes\": \"Large, expressive eyes with defined brows, natural lashes\", \"lips\": \"Full lips, subtle confident smirk\", \"expression\": \"Confident grin with intense eyes, playful and charismatic\"}, \"outfit\": {\"swimwear\": \"Fitted bright blue tank top with thin straps, matching blue swim trunks\"}, \"accessories\": \"Thick silver chain necklace, gold watch on wrist, no hair accessories\", \"pose\": \"Sitting on the edge of the pool, legs in the water, leaning back on hands, chest forward, legs slightly spread, holding a green beer can between thighs\"}}, \"background\": {\"elements\": [\"Lush green tropical plants and palm trees\", \"Sparkling blue pool water with reflections\", \"Sunlit pool ledge with water droplets\", \"Distant greenery and sky, softly blurred\"]}, \"camera\": {\"angle\": \"Slightly low angle, looking up from pool level, full-body shot with emphasis on muscular physique\", \"lens\": \"Equivalent to iPhone 15 Pro main camera (wide angle, natural perspective)\", \"depth_of_field\": \"Moderate, sharp focus on subject, background softly blurred\", \"motion\": \"Natural smartphone photo look, slight motion blur on water, authentic grain and lens flare\", \"style\": \"Realistic Instagram poolside cosplay aesthetic โ vibrant colors, warm tone, minimal editing, feels like a fresh phone shot\"}, \"overall_mood\": \"Confident, sexy, playful, summery cosplay energy โ magnetic, muscular, and effortlessly charismatic\"}")
