Positive prompt
Describe subject, scene, lighting, camera angle, style, and quality cues in a clear order.
Image to Stable Diffusion prompt workflow
Stable Diffusion Prompt Generator
Convert a reference image into structured Stable Diffusion and SDXL prompt text with subject detail, style cues, composition, lighting, and negative prompt guidance.
anime character portrait, soft spring light, detailed linework, clean composition, expressive eyes, pastel color palette, high quality illustration
Stable Diffusion prompt controls
Use these fields after generating a base prompt from an image. They help keep Stable Diffusion and SDXL output structured without pretending this page is a full image generator.
Negative prompt
Exclude low-quality artifacts such as watermark, extra fingers, distorted hands, blurry details, and text errors.
SDXL direction
Use clearer natural-language descriptions for SDXL, with less keyword stuffing and stronger scene structure.
Style control
Add style, lens, medium, composition, and material cues only when they help the target output.
SDXL preset builder
Start from the generated image prompt, then choose the preset shape that matches the final image workflow.
SDXL realistic
Positive: natural subject wording, camera angle, real material texture, controlled lighting
Negative: plastic skin, warped anatomy, watermark, blurry detail, text artifacts
Anime illustration
Positive: character pose, line quality, outfit details, expressive eyes, clean background
Negative: extra fingers, broken hands, uneven eyes, muddy colors, cropped head
Product photo
Positive: centered product, studio lighting, realistic reflections, material and label area
Negative: misspelled label, warped package, harsh glare, clutter, low-resolution texture
Concept art
Positive: environment scale, atmosphere, composition, color palette, cinematic lighting
Negative: broken perspective, noisy texture, random symbols, floating objects, over-sharpening
Stable Diffusion Prompt Examples
Use these examples as references, then generate your own prompt from a visual input.
Anime spring portrait
anime girl under blooming cherry blossoms, soft spring light, detailed outfit folds, expressive eyes, pastel color palette, clean linework, high quality anime illustration
Open in tool
Product studio render
premium skincare bottle on matte stone surface, clean studio lighting, realistic material texture, centered ecommerce composition, soft shadow, high detail product photography
Open in tool
Fantasy temple ruins
ancient fantasy temple ruins in a misty forest, moss-covered stone, soft volumetric light, atmospheric depth, detailed architecture, cinematic concept art
Open in toolFAQ
It helps create prompt text for Stable Diffusion and SDXL workflows, including positive prompt structure and negative prompt guidance.
Yes. Open Image to Prompt, upload a reference image or paste a direct image URL, then choose Stable Diffusion as the target model.
No. This page focuses on prompt writing and model-specific rewrites. Use the output in your preferred Stable Diffusion or SDXL image workflow.
Use negative prompts to reduce unwanted artifacts such as watermark, blurry output, extra limbs, distorted hands, text errors, or low-quality details.
The Stable Diffusion rewrite is designed to be useful for SDXL-style natural-language prompts as well as classic Stable Diffusion workflows.