Drools's audit logging should log to slf4j, so the user can easily configure advanced logging features such as rolling files, zipped files, ...
Also enabling the logging should be user friendly. So instead of this:
They just enable it in the logger configuration (logback.xml or log4j.xml):
This way, drools's audit logging is no longer the odd duck in the normal logging output.