It's described as "secret" because nobody knows the details of what's in it. The Vatican wouldn't even show it to the Cardinal Emeritus of Hong Kong, Cardinal Joseph Zen.
That’s certainly is strange. Isn’t the Catholic Church opposed to secret agreements?