Hi Andrew,
Instead of using plaster, why don't you use latex caulk?
It remains flexible.
It comes in different colours. [Brown, grey, white, clear and some others....]
It can be painted.
If it is too thick for dipping, you can thin it out to the consistancy of molasses by adding...