Why do you think the Constitution did not mention slavery directly? 

Check what you think is the most likely explanation: 

the Framers were embarrassed by slavery

the Framers wanted to give slave holders benefits without angering people who opposed slavery

the Framers always intended that slavery should eventually be abolished so they didn't want the word in the Constitution