Iraq lacks formidable air and border defenses, suffers weaknesses in its military supply chain, and may face difficulties defending itself after U.S. troops exit at year’s end, the top American watchdog in the country warns.

“As we pull out of Iraq, the Iraqis will have a difficult time replacing the U.S....