Double-stranded RNA interference (RNAi) in Caenorhabditis elegans is heritable; here a genetic screen for factors required for RNAi inheritance identifies the nuclear-localized Argonaute gene hrde-1, which acts in the germ cells of progeny to promote multigenerational inheritance of silencing and, also, germline immortality.