O'Sullivan was reassigned to minor league camp Saturday.
O'Sullivan made 13 starts for the Phillies last season, going 1-6 with a 6.08 ERA across 71 innings. He'll likely start out at Triple-A Pawtucket in 2016 in hopes of working his way into a call-up later in the year.