Clue: One readily admits graduates' complete failure — making university embarrassed, initially (6-3)
Answer: MASTER-KEY
Explanation: Definition: One readily admits
MAS (MasterS of Arts, "graduates) + T-u-RKEY="complete failure", swapping **u** for **E** (making **u**-niversity into **E**-mbarassed)