What was a major difference between the knights of labor and the american federation of labor? the american federation of labor included african americans, but the knights of labor excluded them. the knights of labor included mostly skilled workers, but the american federation of labor included mostly unskilled workers. the american federation of labor included women, but the knights of labor excluded them. the knights of labor included african americans, but the american federation of labor excluded them.