The Royals optioned Barlow to Triple-A Omaha on Sunday.
Barlow will cede his spot on the active roster to Wily Peralta, whose contract was selected from Omaha in a corresponding move. The 25-year-old righty made three appearances out of the bullpen during his latest stint with Kansas City, giving up four earned runs over 7.1 innings.