WASHINGTON—The Central Intelligence Agency has concluded that the killing of Saudi journalist Jamal Khashoggi was carried out under the orders of Saudi Crown Prince Mohammed bin Salman, a close ally of President Trump, U.S. officials familiar with the matter said.