Riley finished with consecutive birdies, including a 54-foot putt at No. 17, to reach 15 under. Michael Brennan sits one stroke back after a closing bogey, while four players trail by three.
Riley, ranked 146th in the FedEx Cup standings after missing 10 cuts this season, can enter the top 70 and qualify for the playoffs with a victory in Detroit.