diff --git a/fedora-live-workstation.ks b/fedora-live-workstation.ks
index 9038413..6857b86 100644
--- a/fedora-live-workstation.ks
+++ b/fedora-live-workstation.ks
@@ -12,6 +12,36 @@ part / --size 6144
 # This is a huge file and things work ok without it
 rm -f /usr/share/icons/HighContrast/icon-theme.cache
 
+# Copy initial metadata for PackageKit
+PK_PREFIX=`mktemp -d`
+mkdir -p $PK_PREFIX/etc/yum.repos.d
+if [ -f /etc/yum.repos.d/fedora.repo ] ; then
+  cp /etc/yum.repos.d/fedora.repo $PK_PREFIX/etc/yum.repos.d/
+  sed -i -e 's|^metalink=https://mirrors.fedoraproject.org/metalink?repo=fedora-$releasever&arch=$basearch|baseurl=https://kojipkgs.fedoraproject.org/mash/branched/$basearch/os/|' \
+         $PK_PREFIX/etc/yum.repos.d/fedora.repo
+fi
+if [ -f /etc/yum.repos.d/fedora-updates.repo ] ; then
+  cp /etc/yum.repos.d/fedora-updates.repo $PK_PREFIX/etc/yum.repos.d/
+  sed -i -e 's|^metalink=https://mirrors.fedoraproject.org/metalink?repo=updates-released-f$releasever&arch=$basearch|baseurl=https://kojipkgs.fedoraproject.org/mash/updates/f$releasever-updates/$basearch/|' \
+         $PK_PREFIX/etc/yum.repos.d/fedora-updates.repo
+fi
+if [ -f /etc/yum.repos.d/fedora-updates-testing.repo ] ; then
+  cp /etc/yum.repos.d/fedora-updates-testing.repo $PK_PREFIX/etc/yum.repos.d/
+  sed -i -e 's|^metalink=https://mirrors.fedoraproject.org/metalink?repo=updates-testing-f$releasever&arch=$basearch|baseurl=https://kojipkgs.fedoraproject.org/mash/updates/f$releasever-updates-testing/$basearch/|' \
+         $PK_PREFIX/etc/yum.repos.d/fedora-updates-testing.repo
+fi
+if [ -f /etc/yum.repos.d/fedora-rawhide.repo ] ; then
+  cp /etc/yum.repos.d/fedora-rawhide.repo $PK_PREFIX/etc/yum.repos.d/
+  sed -i -e 's|^metalink=https://mirrors.fedoraproject.org/metalink?repo=rawhide&arch=$basearch|baseurl=https://kojipkgs.fedoraproject.org/mash/rawhide/$basearch/os/|' \
+         $PK_PREFIX/etc/yum.repos.d/fedora-rawhide.repo
+fi
+rpm --root=$PK_PREFIX --initdb
+DESTDIR=$PK_PREFIX /usr/libexec/packagekit-direct refresh
+if [ -d /var/cache/PackageKit ] ; then
+  mv $PK_PREFIX/var/cache/PackageKit/* /var/cache/PackageKit/
+fi
+rm -rf $PK_PREFIX
+
 cat >> /etc/rc.d/init.d/livesys << EOF