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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": { "analysis_timestamp": "2026-01-02T20:39:50+05:30", "target_tool": "Nano Banana Pro", "image_dna": { "type": "Photo", "orientation_lock": "LOCKED: Orientation preserved 1:1", "sensor_emulation": "iPhone 14/15 Pro Main Camera" } }, "spatial_orientation_engine": { "subject_facing_direction": "CAMERA (Front) - via Mirror Reflection", "body_rotation": "Subject is standing with back to the mirror, twisted to the LEFT to look over left shoulder. Glutes facing camera.", "camera_position_relative": "Mirror Selfie: Camera is virtually located at mirror surface, reflection shows subject from rear-oblique angle." }, "camera_optics_and_geometry": { "lens_profile": { "focal_length": "24mm (Smartphone Wide)", "aperture": "f/1.7 (Moderate depth of field)", "lens_character": "Digital Sharpness with Smart HDR processing" }, "optical_flaws": [ "Mirror surface dust/smudges", "Slight perspective distortion on edges", "Digital noise in shadow areas" ] }, "environment_and_physics": { "lighting_engine": { "primary_source": "Natural Daylight (Window on Right)", "radiosity_color_bleed": "Warm Tungsten lamp light reflecting on white walls and mixing with cool daylight on skin", "shadow_structure": "Soft ambient shadows on the left side of the room; contact shadows under the bag", "volumetrics": "Clear Air" }, "surface_physics": { "weather_impact": "Indoor stable environment", "material_response": "High stretch fabric tension on shorts; specular highlights on plastic water bottle" } }, "scene_text_ocr": { "detected": true, "content": [ { "text": "Hydro Flask", "location": "Water Bottle on bed", "font_style": "Sans-serif Logo" }, { "text": "1:00", "location": "Digital Clock on nightstand", "font_style": "Digital 7-segment" } ] }, "objects_and_actors": [ { "id": "MAIN_SUBJECT", "role": "Identity Swap Target", "pose_engineering": { "skeletal_rig": "Standing upright, weight shifted to right leg, hips rotated slightly away, torso twisted left, head turned left looking at phone.", "gaze_vector": "Eyes looking at phone screen in mirror reflection.", "interaction_physics": "Right hand gripping phone, left arm relaxed by side." }, "physiological_state": { "body_temp_visuals": "Neutral/Resting", "skin_light_interaction": "Soft daylight highlight on right arm and leg; warm lamp rim light on left profile." }, "clothing_simulation": { "garment_stack": "black Baseball Cap (Backwards), Black Sports Bra (Dream white) Grey Marl Booty Shorts", "fabric_mechanics": "High tension on shorts over glutes, elastic compression on sports bra straps.", "texture_and_wear": "Heathered texture on grey shorts, matte cotton on cap." }, "identity_placeholders": { "skin_tone": "[[USE_REFERENCE_SKIN]]", "face_structure": "[[USE_REFERENCE_FACE]]", "hair_style": "[[USE_REFERENCE_HAIR]]" } } ], "off_screen_context": { "reflections": "Room interior visible in mirror", "implied_elements": "Subject's actual front side facing away from mirror" }, "aspect_ratio":"5:6" "generation_keywords": { "positive": "Photorealistic, mirror selfie, fit woman, grey shorts, white sports bra, black cap, bedroom, unmade bed, yoga mat, natural window light, warm lamp, highly detailed texture, 8k", "negative": "Wrong direction, mirrored text, oversaturated, plastic skin, cartoon, distorted hands" } }](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1777744803-0e088376d98ffd8aed82d706de83dbdc-1.png "{ \"meta\": { \"analysis_timestamp\": \"2026-01-02T20:39:50+05:30\", \"target_tool\": \"Nano Banana Pro\", \"image_dna\": { \"type\": \"Photo\", \"orientation_lock\": \"LOCKED: Orientation preserved 1:1\", \"sensor_emulation\": \"iPhone 14/15 Pro Main Camera\" } }, \"spatial_orientation_engine\": { \"subject_facing_direction\": \"CAMERA (Front) - via Mirror Reflection\", \"body_rotation\": \"Subject is standing with back to the mirror, twisted to the LEFT to look over left shoulder. Glutes facing camera.\", \"camera_position_relative\": \"Mirror Selfie: Camera is virtually located at mirror surface, reflection shows subject from rear-oblique angle.\" }, \"camera_optics_and_geometry\": { \"lens_profile\": { \"focal_length\": \"24mm (Smartphone Wide)\", \"aperture\": \"f/1.7 (Moderate depth of field)\", \"lens_character\": \"Digital Sharpness with Smart HDR processing\" }, \"optical_flaws\": [ \"Mirror surface dust/smudges\", \"Slight perspective distortion on edges\", \"Digital noise in shadow areas\" ] }, \"environment_and_physics\": { \"lighting_engine\": { \"primary_source\": \"Natural Daylight (Window on Right)\", \"radiosity_color_bleed\": \"Warm Tungsten lamp light reflecting on white walls and mixing with cool daylight on skin\", \"shadow_structure\": \"Soft ambient shadows on the left side of the room; contact shadows under the bag\", \"volumetrics\": \"Clear Air\" }, \"surface_physics\": { \"weather_impact\": \"Indoor stable environment\", \"material_response\": \"High stretch fabric tension on shorts; specular highlights on plastic water bottle\" } }, \"scene_text_ocr\": { \"detected\": true, \"content\": [ { \"text\": \"Hydro Flask\", \"location\": \"Water Bottle on bed\", \"font_style\": \"Sans-serif Logo\" }, { \"text\": \"1:00\", \"location\": \"Digital Clock on nightstand\", \"font_style\": \"Digital 7-segment\" } ] }, \"objects_and_actors\": [ { \"id\": \"MAIN_SUBJECT\", \"role\": \"Identity Swap Target\", \"pose_engineering\": { \"skeletal_rig\": \"Standing upright, weight shifted to right leg, hips rotated slightly away, torso twisted left, head turned left looking at phone.\", \"gaze_vector\": \"Eyes looking at phone screen in mirror reflection.\", \"interaction_physics\": \"Right hand gripping phone, left arm relaxed by side.\" }, \"physiological_state\": { \"body_temp_visuals\": \"Neutral/Resting\", \"skin_light_interaction\": \"Soft daylight highlight on right arm and leg; warm lamp rim light on left profile.\" }, \"clothing_simulation\": { \"garment_stack\": \"black Baseball Cap (Backwards), Black Sports Bra (Dream white) Grey Marl Booty Shorts\", \"fabric_mechanics\": \"High tension on shorts over glutes, elastic compression on sports bra straps.\", \"texture_and_wear\": \"Heathered texture on grey shorts, matte cotton on cap.\" }, \"identity_placeholders\": { \"skin_tone\": \"[[USE_REFERENCE_SKIN]]\", \"face_structure\": \"[[USE_REFERENCE_FACE]]\", \"hair_style\": \"[[USE_REFERENCE_HAIR]]\" } } ], \"off_screen_context\": { \"reflections\": \"Room interior visible in mirror\", \"implied_elements\": \"Subject's actual front side facing away from mirror\" }, \"aspect_ratio\":\"5:6\" \"generation_keywords\": { \"positive\": \"Photorealistic, mirror selfie, fit woman, grey shorts, white sports bra, black cap, bedroom, unmade bed, yoga mat, natural window light, warm lamp, highly detailed texture, 8k\", \"negative\": \"Wrong direction, mirrored text, oversaturated, plastic skin, cartoon, distorted hands\" } }")
