This study investigated an eco-friendly reductant, a green fabrication process to reduce graphene oxide on cotton yarn, and a rapid electrodeposition process to attach polyaniline on the surface of reduced graphene oxide-modified cotton yarn. It provides a green and scalable method for producing a flexible textile energy storage device.