The Astros optioned Rooney to Triple-A Sugar Land on Tuesday, Brian McTaggart of MLB.com reports.
Acquired from the Marlins via trade over the weekend, Rooney will go back to the minors without having made an appearance for the Astros. The lefty holds a 2.45 ERA and 45:23 K:BB over 33 innings at the Triple-A level this season.