Hi Just renovating a third house.
A small room tidy up just is not of interest to a builder. Hence the prices.
Presuming you are resonably fit do majority of the job yourself.
If 3 walls are that bad, remove plaster and clear out the mess. A couple of hours work. Insulate 1 wall...