Accrington grabbed a first half goal and held on as Carlisle struggled to get going on a frustrating morning at Creighton.
The Cumbrians left it late to pile on the pressure but injury time chances for Salkeld, Douglas and Robson went begging as ten-man Stanley dug deep to grind out the points.