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![{"subject": {"gender": "woman", "ethnicity": "Indian", "age_range": "mid-20s", "profession_vibe": "fitness woman", "physique": {"body_type": "athletic hourglass with muscle", "muscle_definition": ["upper back", "deltoids", "trapezius", "toned arms"], "lower_body": {"glutes": "voluminous", "thighs": "thick and strong"}, "waist": "slim"}}, "face": {"reference_match": "exact", "reference_image_required": true, "view": "side profile turned toward camera", "expression": "serious, focused", "features": ["sharp jawline", "natural glowing skin"], "makeup": "minimal"}, "hair": {hair, "style": "high messy bun ", "details": ["loose strands", "natural wisps around nape and ears"]}, "clothing": {"outfit_type": "seamless gym set", "color": "dusty mauve / matte purple", "top": {"type": "sports bra ", "design": "strappy with intricate crisscross back", "straps": "thin"}, "bottom": {"type": "high-waisted seamless gym shorts", "fit": "tight-fitting", "details": "vertical perforated (pointelle) detailing along side of thigh"}}, "accessories": {"gloves": "fingerless weightlifting gloves", "wrist_support": "wrist wraps"}, "pose": {"body_orientation": "three-quarter rear view", "torso": "slightly twisted", "head": "looking back over right shoulder", "eye_contact": "directly at camera", "arms": {"right_arm": "extended downward gripping a gym strap"}}, "environment": {"location": "modern gym interior", "background": {"focus": "slightly out of focus (bokeh)", "elements": ["gym equipment", "weight racks", "mirrors"], "window": {"position": "right side", "type": "floor-to-ceiling glass", "exterior": "bright street scene with blurry red car"}}}, "lighting": {"type": "soft natural daylight", "source": "window on the right", "highlights": ["right shoulder", "cheek", "right side of body"], "shadows": "soft shadows on back"}, "camera": {"resolution": "8K", "lens": "85mm portrait lens", "aperture": "f/2.8", "focus": "sharp focus on subject", "depth_of_field": "shallow", "quality": "cinematic, photorealistic"}, "style": {"photography_type": "high-end fitness photography", "aesthetic": ["Instagram influencer", "gym motivation", "hyper-realistic"]}, "image_settings": {"aspect_ratio": "9:16", "orientation": "vertical"}, "constraints": {"face_consistency": "must match uploaded reference exactly", "tattoo": "keep existing tattoo unchanged", "no_face_alteration": true}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775500030-c97312d8edddfe7b61fcf559f0b9ec1e-1.png "{\"subject\": {\"gender\": \"woman\", \"ethnicity\": \"Indian\", \"age_range\": \"mid-20s\", \"profession_vibe\": \"fitness woman\", \"physique\": {\"body_type\": \"athletic hourglass with muscle\", \"muscle_definition\": [\"upper back\", \"deltoids\", \"trapezius\", \"toned arms\"], \"lower_body\": {\"glutes\": \"voluminous\", \"thighs\": \"thick and strong\"}, \"waist\": \"slim\"}}, \"face\": {\"reference_match\": \"exact\", \"reference_image_required\": true, \"view\": \"side profile turned toward camera\", \"expression\": \"serious, focused\", \"features\": [\"sharp jawline\", \"natural glowing skin\"], \"makeup\": \"minimal\"}, \"hair\": {hair, \"style\": \"high messy bun \", \"details\": [\"loose strands\", \"natural wisps around nape and ears\"]}, \"clothing\": {\"outfit_type\": \"seamless gym set\", \"color\": \"dusty mauve / matte purple\", \"top\": {\"type\": \"sports bra \", \"design\": \"strappy with intricate crisscross back\", \"straps\": \"thin\"}, \"bottom\": {\"type\": \"high-waisted seamless gym shorts\", \"fit\": \"tight-fitting\", \"details\": \"vertical perforated (pointelle) detailing along side of thigh\"}}, \"accessories\": {\"gloves\": \"fingerless weightlifting gloves\", \"wrist_support\": \"wrist wraps\"}, \"pose\": {\"body_orientation\": \"three-quarter rear view\", \"torso\": \"slightly twisted\", \"head\": \"looking back over right shoulder\", \"eye_contact\": \"directly at camera\", \"arms\": {\"right_arm\": \"extended downward gripping a gym strap\"}}, \"environment\": {\"location\": \"modern gym interior\", \"background\": {\"focus\": \"slightly out of focus (bokeh)\", \"elements\": [\"gym equipment\", \"weight racks\", \"mirrors\"], \"window\": {\"position\": \"right side\", \"type\": \"floor-to-ceiling glass\", \"exterior\": \"bright street scene with blurry red car\"}}}, \"lighting\": {\"type\": \"soft natural daylight\", \"source\": \"window on the right\", \"highlights\": [\"right shoulder\", \"cheek\", \"right side of body\"], \"shadows\": \"soft shadows on back\"}, \"camera\": {\"resolution\": \"8K\", \"lens\": \"85mm portrait lens\", \"aperture\": \"f/2.8\", \"focus\": \"sharp focus on subject\", \"depth_of_field\": \"shallow\", \"quality\": \"cinematic, photorealistic\"}, \"style\": {\"photography_type\": \"high-end fitness photography\", \"aesthetic\": [\"Instagram influencer\", \"gym motivation\", \"hyper-realistic\"]}, \"image_settings\": {\"aspect_ratio\": \"9:16\", \"orientation\": \"vertical\"}, \"constraints\": {\"face_consistency\": \"must match uploaded reference exactly\", \"tattoo\": \"keep existing tattoo unchanged\", \"no_face_alteration\": true}}")
![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")
