In order to cultivate the innovative literacy of college students majoring in chemistry, the college student tutor system is introduced in this paper, aiming at the current situation and existing problems of college students' innovative literacy training, focusing on the innovative practice ability, teamwork ability and tenacious will literacy of college students. The advantages and significance of the tutor system in cultivating the innovative literacy of college students majoring in chemistry are also discussed.