Once the FSDO accepts an applicant he/she travels to an FAA training facility for training and testing.
The general guidelines by which DPEs examine pilots are called Practical Test Standards which are published by the FAA, but each Examiner has their own, more specific examining criteria that is kept secret.
DPEs are examined regularly by FAA representatives known as Safety Inspectors by conducting ridealong flights.