Enter your full name or initials and select from authentic cursive styles including Spencerian (flowing American script), Copperplate (formal English calligraphy), or Modern Casual (contemporary handwriting). Adjust the formality slider to control flourish intensity—set to 30-40% for business signatures or 70-90% for artistic applications. Enable the 'natural variation' option to introduce subtle irregularities in letter height and baseline alignment that mimic real hand movement.

Adjust slant angle (typically 15-25° for right-handed appearance), pen weight (thin, medium, or bold nib simulation), and stroke contrast ratio to control the thick-thin variation in letterforms. Enable ligature connections to ensure letters flow seamlessly together, and customize the loop height for ascenders (b, d, h, k, l) and descenders (g, j, p, q, y). Add optional flourishes like initial swashes or terminal understrokes, positioning them to balance visual weight without overwhelming readability.

Generate 5-10 signature variations simultaneously to compare subtle differences in letter spacing and flourish placement. Select your preferred version and export as transparent PNG at 300 DPI minimum for document insertion, SVG vector for infinite scalability, or high-resolution JPEG for printing. Download both horizontal and stacked (two-line) layouts if your name is lengthy, and save the signature profile to regenerate consistent variations later for multi-document branding.