ノープロブレム is a loanword from English 'no problem,' used casually. もともと 'originally, to begin with' sets up the punchline — the clothes were already dirty. し at the end gives a trailing, casual reason: 'besides, it's not like they were clean anyway.' A humorous, self-deprecating exchange.