Powder will not rust the steel in an un-fowled barrel. You can leave it there all season.. The thing you need to concern yourself with then is whether or not the rifle will fire when you need it to.. The longer the rifle is left loaded, the more time it has for something to contaminate the powder charge and effect the way the rifle fires.