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Transform the reference photo into [realistic thread embroidery and stitched textile art].

Subject & Identity:
- Precisely preserve the facial identity, features, expression, age, skin tone, body proportions, hairstyle, and pose from the reference photo.
- Maintain the original framing, subject placement, and composition.

Craftsmanship & Texture:
- Render every element using [thousands of carefully sewn threads, yarn fibers, embroidery stitches, and textured fabric].
- Replace all photographic textures with authentic handmade needlework textures, including visible stitch directions, raised dimensional thread layering, and woven fabric backing.
- Use intricate cross-stitching, satin stitches, and directional thread shading for smooth tonal transitions in skin, hair, and clothing.

Lighting & Presentation:
- Soft directional lighting accentuating tactile fiber relief, micro-shadows beneath threads, and natural textile sheen.
- The finished piece should look like a genuine [handcrafted embroidered artwork created entirely with colored threads and fabric].

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