When I pushed the filament manually, I had to prevent the feeder from popping out of its attachment slots.This thing made my life easier. Interestingly, it is also my most popular object on thingiverse, so there must be a lot of people annoyed with this attachment kind.
Actually I almost never had to push the filament manually anymore, but this is due to my new filament feeder (more to come!)