Mustard top with purple pants isn't exactly the pinnacle of high fashion.
We can set our character's instrument, so why not a 'favorite color' - a color that applies to their outfit - to keep their ensemble consistent?
Dyes could then be used to change that, or to 'force' a certain item into a certain color.