Not really what you want, but more closer variant is:
normal@user:$ aa-exec -p restricted_books booyah
In this scenrio you still need:
Writing a profile
But after that you can confine any application with any profile as normal user by aa-exec (confine a program with the specified AppArmor profile).
More detail in man ...