Armstrong was optioned to Triple-A Columbus on Thursday.
Armstrong appeared in four games since his May 16 call-up, all of which have been in losing efforts for The Tribe. The 26-year-old right-hander owns a 6.00 ERA across nine appearances in 2017, and although the numbers aren't great, he remains an option for bullpen depth as the season wears on.