Prov. Someone who is new in a particular job will do a very good job at first, to prove how competent he or she is. Jill: That new supervisor is awfully strict. Jane: New brooms sweep clean.The new teacher immediately flunked three of the laziest students. "A new broom sweeps clean," one of the students shrugged.