Mills was optioned to Triple-A Tacoma on Friday.
Mills had a 1.17 ERA over his first six appearances for Seattle, but he'll head to the minors after giving up three runs in his past two outings. The 27-year-old could rejoin the big-league bullpen later in the campaign.