diff --git a/share/runtime-cleanup.tmpl b/share/runtime-cleanup.tmpl
index 0e1e2ff0..7591d218 100644
--- a/share/runtime-cleanup.tmpl
+++ b/share/runtime-cleanup.tmpl
@@ -177,6 +177,8 @@ removefrom fcoe-utils /usr/libexec/fcoe/fcoedump.sh /usr/sbin/fcnsq
 removefrom fcoe-utils /usr/sbin/fcoeadm /usr/sbin/fcping /usr/sbin/fcrls
 removefrom file-libs /usr/share/*
 removefrom findutils /usr/bin/oldfind /usr/share/*
+removefrom firstboot /lib/systemd/* /usr/sbin/* /usr/share/firstboot/*
+removefrom firstboot /usr/share/locale/*
 removefrom fontconfig /usr/bin/*
 removefrom gawk /usr/bin/* /usr/libexec/* /usr/share/*
 removefrom gdk-pixbuf2 /usr/${libdir}/gdk-pixbuf-2.0/2.10.0/loaders/*
diff --git a/share/runtime-install.tmpl b/share/runtime-install.tmpl
index f1b4c942..c0af0432 100644
--- a/share/runtime-install.tmpl
+++ b/share/runtime-install.tmpl
@@ -3,6 +3,8 @@
 
 ## anaconda package
 installpkg anaconda
+## anaconda deps that aren't in the RPM
+installpkg firstboot
 
 ## firstaidkit (rescue mode) package
 installpkg firstaidkit-engine