Hand Embroidery Stitches - Working a Basic Eyelet Stitch Tutorial . Learn to work a basic eyelet, also called a star stitch or an Algerian eye stitch. This stitch is a decorative embroidery stitch that can be worked singly as shown here, or in rows and