I’ve done what you suggested before. Well actually I stuck a slab of broke concrete under it with the thumb but adding support under the stabilizer is far more dangerous than if the stabilizer was big enough to start with. With the support under the pad you run the risk of sliding off the support and toppling the machine.
Ease off on the stick and boom, take lighter cuts