Colorfastness, the resistance of a dyed fiber to fading or change upon exposure to external factors such as sun, humidity, and rubbing, is a critical factor in textile manufacturing. This phenomenon stems from the intricate interplay between dye molecules and the chemistry of the fiber itself. Optimal dyeing practices involve selecting appropriate