 The Red Army reached Irkutsk on 7 February 1920, ending Nagy's participation in the Civil War.On 12 February 1920 he became a candidate member of the Russian Communist Party and a full-time member on 10 May.He served the rest of 1920 as a clerk for the communist Cheka secret police on matters related to prisoners of war.