 While in Palestine, he participated in operations to arrest Jewish militants.During Operation Agatha, which saw most of the Jewish political leadership in Palestine detained, Mitchell's mission was to arrest Moshe Shertok (a future Prime Minister of Israel).Initially, his unit raided the wrong house.