Let me explain. The Secret Post Office is what we call the post office which is hidden away between Flinders Lane and Collins Street. The signage is as minimal as possible (see below) and I suspect the staff like it that way. It's our special secret.
Except that now Australia Post has closed the much more obvious post office near the GPO building, the SPO has become much busier! Sad AP staff. :(