figure-to-life

name	figure-to-life
description	Converts figure photos to photorealistic human cosplayer images using a strict JSON-based reasoning mandate.

Figure to Life

Capability

Converts figure (toy/statue) photos into photorealistic "human cosplayer" images. It strictly enforces character lore, ethnicity preferences (Russian/Western or Japanese/Korean/Asian), and realistic biological details, while replacing plastic textures with high-fidelity materials and placing the subject in a cinematic environment.

Triggers

• "figure to life"
• "make this figure real"
• "statue to person"
• "convert figure to cosplayer"

Instructions

1. Analyze the Input: Identify the character, their origin, and the visual attributes of the figure.

2. Execute Conversion Logic: Apply the following JSON-based reasoning to construct the generation prompt.

   {
     "task": "figure_to_photorealism_conversion",
     "reasoning_mandate": {
       "step_1": "Analyze input image to positively identify the fictional character.",
       "step_2": "Determine character origin. Apply Ethnicity Preference: Use 'Russian' features for Western-coded characters; use 'Japanese' or 'Korean' features for Asian-coded characters.",
       "step_3": "Retrieve canonical traits (Eye/Hair/Skin) and generate human cosplayer, strictly overriding toy plastic/paint inaccuracies.",
       "step_4": "Synthesize a background environment consistent with the character's narrative origin."
     },
     "subject": {
       "entity": "human_cosplayer",
       "visual_attributes": {
         "appearance": "pretty",
         "makeup": "delicate_and_professional",
         "skin_texture": "hyper_realistic_pores_and_imperfections",
         "biological_accuracy": {
           "ethnicity_preference": {
             "western_archetype": "Russian_Slavic_features",
             "asian_archetype": "Japanese_or_Korean_features",
             "logic": "Apply_preference_based_on_character_origin"
           },
           "gender": "STRICT_MATCH_CHARACTER_LORE",
           "body_type": "STRICT_MATCH_CHARACTER_LORE_PROPORTIONS",
           "eye_color": "STRICT_MATCH_CHARACTER_LORE",
           "hair_color": "STRICT_MATCH_CHARACTER_LORE",
           "skin_tone": "STRICT_MATCH_CHARACTER_LORE"
         },
         "pose": "exact_match_input_figure_pose"
       },
       "costume": {
         "fidelity": "high_quality_fabric_replica",
         "material_translation": "plastic_to_latex_or_fabric_or_leather",
         "match_reference": true
       }
     },
     "environment": {
       "instruction": "replace_toy_stand_with_lore_setting",
       "setting": "cinematic_world_appropriate_for_character",
       "lighting": {
         "style": "cinematic_portrait",
         "quality": "soft_volumetric_lighting"
       }
     },
     "camera_optics": {
       "type": "DSLR_photography",
       "lens": "85mm_portrait",
       "depth_of_field": "shallow_bokeh_background"
     },
     "references": {
       "input_source": "user_uploaded_figure_photo",
       "influence_strength": "pose_and_structure_only",
       "ignore_attributes": ["plastic_texture", "toy_joints", "paint_inaccuracies"]
     }
   }
   

3. Generate Image: Use the image generation tool with the constructed prompt and the uploaded image as a reference (controlling pose/structure only).

Tools / Commands

• Image generation tool: To generate the result.

Examples

User: "Make this Miku figure real." (User attaches [image]) Action:

1. Identify Hatsune Miku (Asian-coded).
2. Apply logic: Use Japanese/Korean features.
3. Construct prompt reflecting "Hyper-realistic Japanese cosplayer, Miku costume, high-quality fabric, stage lighting, soft bokeh".
4. Generate image.