I took the advice of Antoine, and bought some extra (large) shakers that I keep at work.
In practice, having extra shakers works great, and with the extra size even I manage to get all the powder in without spilling.
I have also bought some bars. They are a nice shaker substitute. It now looks like I'm munching on a chocolate bar, which is slightly less eye-catching than the giant shakers.