1) Seal your blade to prevent splintering. Butterfly blades ought to be factory-sealed, but it never hurts to add an additional thin layer, and even factory-sealed blades need re-sealing after several times of gluing and removing rubbers.
2) You can buy these rubber "eraser" things to help...