Quoted By:
don't save literal shit you'd never use as a wallpaper, don't save so many wallpapers that you don't even know if you already have a version of it, and don't save low resolution wallpapers in the first place
as for finding later (apart from just saving less junk), sort by date modified and try to remember how long ago you saved it