AI Prompt for Hyper-Realistic Hand Embroidery Portrait

"Use the uploaded image as the strict character reference. Preserve the character’s facial structure, expression, skin tone, hairstyle, outfit, proportions, and pose exactly as shown. Do not modify, beautify, stylize, or reinterpret the face in any way beyond embroidery translation. Render the character as hyper-detailed hand embroidery artwork, using realistic satin stitches, long-and-short stitches, and dense fill stitches to create natural depth, fabric texture, and thread sheen. Visible embroidery threads, precise stitch direction following facial contours, smooth gradients formed through thread layering, high stitch density, museum-quality textile craftsmanship. {argument name="background" default="Neutral fabric background"}, soft studio lighting, ultra-sharp macro detail, photorealistic embroidery realism, no illustration or cartoon style."