As Liu Yu consolidated his power, he began to bestow on Liu Yifu increasingly more nominal authority, although Liu Yu had his subordinates actually carry out the duties that Liu Yifu would otherwise be expected to carry out.
In 417, after Liu Yu had destroyed Later Qin and annexed its territory, Liu Muzhi died.