I own a DeepCool air cooler and it comes with pre-applied thermal paste. Should I apply more?

The pre-applied thermal paste is the proper amount of thermal paste that should be used for your installation. Adding more paste is not necessary, and can actually introduce other issues involved with using excessive thermal paste. You would just need to replace the thermal paste after every year of usage.