Annealing Nickel-plated brass or bothering to even reload it is not something you want to do. Annealing the case will soften the brass, but harden the nickel plating.
Hardness and Wear Resistance
One of the most important properties for many applications is hardness. As deposited, the micro-hardness of electrolysis nickel coatings is about 500 to 700 HK100. That is approximately equal to 45 to 58 HRC and equivalent to many hardened alloy steels. Heat treatment causes these alloys to precipitation harden and can produce hardness values as high as 1100 HK100, equal to most commercial hard chromium coatings. ...snip...
Note that if you anneal your nickel plated necks, you are hardening the nickel plating. It can be harder than many alloyed steels before you anneal and can increase is hardness as much as 2 fold by precipitation hardening.
Forget Nickel Plated Brass