任也

I’ve been using a secret weapon for months: turning images into JSON prompts. It helped me create a lot of image content much faster, and since many people kept asking whether I could turn it into a tool, I finally added it to my website. Right now it supports Gemini / ChatGPT / Claude for image analysis and JSON prompt generation. One important note: these models all have NSFW restrictions, so please don’t use NSFW images for analysis, or it may fail. From my testing, images regenerated from these JSON prompts can reach around 70–80% similarity to the original. promptsref.com/image-to-prompt ```json { "subject": { "description": "Asian female in pink lingerie, hand over mouth, dim room", "mirror_rules": "", "age": "early 20s", "expression": { "eyes": { "look": "direct", "energy": "soft", "direction": "camera" }, "mouth": { "position": "covered by hand", "energy": "subtle" }, "overall": "alluring, quiet" }, "face": { "preserve_original": true, "makeup": "pale idol style" }, "hair": { "color": "black", "style": "long straight, bangs", "effect": "messy, tousled" }, "body": { "frame": "slender", "waist": "slim", "chest": "large", "legs": "hidden", "skin": { "visible_areas": "neck, shoulders, deep cleavage, arms, stomach", "tone": "pale", "texture": "smooth, cold and soft to touch", "lighting_effect": "dim diffused light, soft shadows" } }, "pose": { "position": "leaning forward", "base": "sitting", "overall": "hand covering lower face" }, "clothing": { "top": { "type": "bralette", "color": "pink", "details": "sheer lace, ruffles, small cartoon print", "effect": "revealing" }, "bottom": { "type": "panties", "color": "pink", "details": "lace edge" } } }, "accessories": { "prop": "tattoo on left abdomen with crown and diamond" }, "photography": { "camera_style": "smartphone front camera", "angle": "slightly high", "shot_type": "medium close-up", "aspect_ratio": "4:5", "texture": "grainy, low light noise", "lighting": "dim screen light, ambient dark", "depth_of_field": "shallow" }, "background": { "setting": "bedroom at night", "wall_color": "off-white", "elements": [ "painting", "string lights", "pink pillow", "dark curtains" ], "atmosphere": "intimate", "lighting": "dark" }, "the_vibe": { "energy": "quiet", "mood": "melancholic", "aesthetic": "lo-fi night", "authenticity": "high, amateur selfie", "intimacy": "high", "story": "late night thoughts", "caption_energy": "sleepless" }, "constraints": { "must_keep": [ "pink lingerie", "hand over mouth", "abdomen tattoo", "messy hair" ], "avoid": [ "bright lighting", "studio look" ] }, "negative_prompt": [ "bright", "studio", "pro camera", "perfect lighting", "smiling wide", "heavy makeup" ] } ``` **Prompt:** Smartphone selfie, grainy low light. Young Asian woman, early 20s, long messy black hair, bangs. Pale skin feeling soft and cool to touch, visible on neck, shoulders, deep cleavage, and stomach. Hand gently covering mouth, soft melancholic eyes looking directly at camera, pale idol-style makeup. Wearing pink sheer lace ruffle bralette. Abdomen tattoo with crown and diamond. Dark bedroom background, pink pillow, wall painting, string lights, dark curtains. Dim screen lighting, intimate late-night aesthetic, amateur unpolished composition, soft shadows.