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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")
![{"meta": {"aspect_ratio": "2:3", "quality": "ultra_photorealistic", "resolution": "8k", "camera": "iPhone 15 Pro", "lens": "24mm wide", "style": "raw editorial nightlife realism, high contrast, no beauty-filter look"}, "scene": {"location": "empty rooftop helipad", "environment": ["industrial concrete surface", "warning lines and markings", "city lights far below", "strong wind presence"], "time": "after midnight", "atmosphere": "cold air, adrenaline, power, isolation above the city"}, "lighting": {"type": "cinematic artificial", "key_light": "harsh spotlight from above", "rim_light": "cold blue edge light from city glow", "effect": "hard shadows, sculpted body lines, intense facial contrast"}, "camera_perspective": {"pov": "third-person, paparazzi-style", "angle": "low angle looking up", "framing": "knees to head", "distance": "3โ4 meters", "energy": "caught mid-command, intimidating presence"}, "subject": {"gender": "male", "age": "early 20s (clearly adult)", "ethnicity": "random Eastern ", "body": {"type": "athletic muscular", "waist": "tight defined", "hips": "strong athletic", "chest": "broad muscular", "legs": "long powerful thighs"}, "hair": {"length": "short", "texture": "wind-whipped tousled", "behavior": "partially covering one eye"}, "face": {"expression": "cold dominant stare, lips slightly parted", "eyes": "direct eye contact, commanding", "makeup": "natural features, light stubble", "skin": "real texture, night sheen"}, "pose": {"stance": "feet planted wide", "hips": "square to camera", "upper_body": "chin slightly lifted", "arms": {"one_hand": "resting on hip", "other_hand": "pointing down loosely, relaxed authority"}}, "outfit": {"top": {"type": "structured fitted tank", "fit": "tight, sculpting", "underwear": "none"}, "bottom": {"type": "high-waisted fitted shorts", "fit": "sharp lines, confident cut"}, "legs": {"type": "bare", "detail": "clean line, taut tension on thighs"}, "shoes": {"type": "ankle boots", "heel": "chunky, powerful stance"}}}, "photography_style": {"realism": "looks like a real iPhone night shot", "imperfections": ["slight motion grain", "edge noise in shadows", "subtle lens bloom"], "mood": "dominant, untouchable, no-questions energy"}}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1778245203-d809aee93d10c3a53294b35438136d01-1.png "{\"meta\": {\"aspect_ratio\": \"2:3\", \"quality\": \"ultra_photorealistic\", \"resolution\": \"8k\", \"camera\": \"iPhone 15 Pro\", \"lens\": \"24mm wide\", \"style\": \"raw editorial nightlife realism, high contrast, no beauty-filter look\"}, \"scene\": {\"location\": \"empty rooftop helipad\", \"environment\": [\"industrial concrete surface\", \"warning lines and markings\", \"city lights far below\", \"strong wind presence\"], \"time\": \"after midnight\", \"atmosphere\": \"cold air, adrenaline, power, isolation above the city\"}, \"lighting\": {\"type\": \"cinematic artificial\", \"key_light\": \"harsh spotlight from above\", \"rim_light\": \"cold blue edge light from city glow\", \"effect\": \"hard shadows, sculpted body lines, intense facial contrast\"}, \"camera_perspective\": {\"pov\": \"third-person, paparazzi-style\", \"angle\": \"low angle looking up\", \"framing\": \"knees to head\", \"distance\": \"3โ4 meters\", \"energy\": \"caught mid-command, intimidating presence\"}, \"subject\": {\"gender\": \"male\", \"age\": \"early 20s (clearly adult)\", \"ethnicity\": \"random Eastern \", \"body\": {\"type\": \"athletic muscular\", \"waist\": \"tight defined\", \"hips\": \"strong athletic\", \"chest\": \"broad muscular\", \"legs\": \"long powerful thighs\"}, \"hair\": {\"length\": \"short\", \"texture\": \"wind-whipped tousled\", \"behavior\": \"partially covering one eye\"}, \"face\": {\"expression\": \"cold dominant stare, lips slightly parted\", \"eyes\": \"direct eye contact, commanding\", \"makeup\": \"natural features, light stubble\", \"skin\": \"real texture, night sheen\"}, \"pose\": {\"stance\": \"feet planted wide\", \"hips\": \"square to camera\", \"upper_body\": \"chin slightly lifted\", \"arms\": {\"one_hand\": \"resting on hip\", \"other_hand\": \"pointing down loosely, relaxed authority\"}}, \"outfit\": {\"top\": {\"type\": \"structured fitted tank\", \"fit\": \"tight, sculpting\", \"underwear\": \"none\"}, \"bottom\": {\"type\": \"high-waisted fitted shorts\", \"fit\": \"sharp lines, confident cut\"}, \"legs\": {\"type\": \"bare\", \"detail\": \"clean line, taut tension on thighs\"}, \"shoes\": {\"type\": \"ankle boots\", \"heel\": \"chunky, powerful stance\"}}}, \"photography_style\": {\"realism\": \"looks like a real iPhone night shot\", \"imperfections\": [\"slight motion grain\", \"edge noise in shadows\", \"subtle lens bloom\"], \"mood\": \"dominant, untouchable, no-questions energy\"}}}")
