Annealing is a temporary process, yes the metal is softer which allows you to form it without cracking but as soon as you form it, the annealing loses its effectiveness. Although that copper alloy shouldn't age harden like aluminum, every vibration and movement will cause it to work harden.
Using it for a template for steel is a better bet, imo.