The phrase "bonus points" refers to additional credit or recognition given for something beyond what is expected or required. It can be used in various contexts, such as in school when a teacher gives extra credit for completing an assignment early or in a job interview where the interviewer rewards a candidate for having specific skills or experience. In essence, "bonus points" are added benefits that can increase one's chances of success or recognition.