diff --git a/dracut/simple/init.sh b/dracut/simple/init.sh
index 6c8ae0c..132e7f9 100644
--- a/dracut/simple/init.sh
+++ b/dracut/simple/init.sh
@@ -10,7 +10,7 @@ if [ -e /dev/mapper/dmroot ] ; then
     echo "Qubes: FATAL error: /dev/mapper/dmroot already exists?!"
 fi
 
-modprobe xenblk || modprobe xen-blkfront || echo "Qubes: Cannot load Xen Block Frontend..."
+/sbin/modprobe xenblk || /sbin/modprobe xen-blkfront || echo "Qubes: Cannot load Xen Block Frontend..."
 
 die() {
     echo "$@" >&2
@@ -47,7 +47,7 @@ if [ `cat /sys/class/block/$ROOT_DEV/ro` = 1 ] ; then
     if [ $VOLATILE_SIZE -lt $SWAP_SIZE ]; then
         die "volatile.img smaller than 1GB, cannot continue"
     fi
-    sfdisk -q --unit S /dev/xvdc >/dev/null <<EOF
+    /sbin/sfdisk -q --unit S /dev/xvdc >/dev/null <<EOF
 1,$SWAP_SIZE,S
 ,,L
 EOF
@@ -56,29 +56,29 @@ EOF
         exit 1
     fi
     while ! [ -e /dev/xvdc1 ]; do sleep 0.1; done
-    mkswap /dev/xvdc1
+    /sbin/mkswap /dev/xvdc1
     while ! [ -e /dev/xvdc2 ]; do sleep 0.1; done
 
     echo "0 `cat /sys/class/block/$ROOT_DEV/size` snapshot /dev/$ROOT_DEV /dev/xvdc2 N 16" | \
-        dmsetup create dmroot || { echo "Qubes: FATAL: cannot create dmroot!"; exit 1; }
-    dmsetup mknodes dmroot
+        /sbin/dmsetup create dmroot || { echo "Qubes: FATAL: cannot create dmroot!"; exit 1; }
+    /sbin/dmsetup mknodes dmroot
     echo Qubes: done.
 else
     echo "Qubes: Doing R/W setup for TemplateVM..."
     while ! [ -e /dev/xvdc ]; do sleep 0.1; done
-    sfdisk -q --unit S /dev/xvdc >/dev/null <<EOF
+    /sbin/sfdisk -q --unit S /dev/xvdc >/dev/null <<EOF
 1,$SWAP_SIZE,S
 EOF
     if [ $? -ne 0 ]; then
         die "Qubes: failed to setup partitions on volatile device"
     fi
     while ! [ -e /dev/xvdc1 ]; do sleep 0.1; done
-    mkswap /dev/xvdc1
+    /sbin/mkswap /dev/xvdc1
     ln -s ../$ROOT_DEV /dev/mapper/dmroot
     echo Qubes: done.
 fi
 
-modprobe ext4
+/sbin/modprobe ext4
 
 mkdir -p /sysroot
 mount /dev/mapper/dmroot /sysroot -o ro
@@ -104,4 +104,4 @@ fi
 
 umount /dev /sys /proc
 
-exec switch_root $NEWROOT /sbin/init
+exec /sbin/switch_root $NEWROOT /sbin/init
diff --git a/dracut/simple/module-setup.sh b/dracut/simple/module-setup.sh
index 43dd25e..9eb556b 100644
--- a/dracut/simple/module-setup.sh
+++ b/dracut/simple/module-setup.sh
@@ -5,13 +5,26 @@ check() {
 }
 
 depends() {
-    echo busybox dm
+    echo dm
     return 0
 }
 
 install() {
     inst $moddir/init.sh /init
     inst_multiple \
+        basename \
+        readlink \
+        uname \
+        grep \
+        kmod \
+        modprobe \
+        ln \
+        switch_root \
+        mount \
+        umount \
+        mkdir \
+        rmdir \
+        sleep \
         sfdisk \
         mkswap
 }
diff --git a/rpm_spec/qubes-kernel-vm-support.spec b/rpm_spec/qubes-kernel-vm-support.spec
index 44a931f..1e4527f 100644
--- a/rpm_spec/qubes-kernel-vm-support.spec
+++ b/rpm_spec/qubes-kernel-vm-support.spec
@@ -37,7 +37,6 @@ URL:		http://www.qubes-os.org
 
 Requires:	dracut
 Requires:	dkms
-Requires:	busybox
 
 %define _builddir %(pwd)
 
diff --git a/rpm_spec/qubes-utils.spec b/rpm_spec/qubes-utils.spec
index a1767f1..05a5f45 100644
--- a/rpm_spec/qubes-utils.spec
+++ b/rpm_spec/qubes-utils.spec
@@ -15,7 +15,11 @@ URL:		http://www.qubes-os.org
 Requires:	udev
 Requires:	%{name}-libs
 Requires:	ImageMagick
+%if 0%{?rhel} >= 7
+Requires:	python34-qubesimgconverter
+%else
 Requires:	python3-qubesimgconverter
+%endif
 BuildRequires:  qubes-libvchan-devel
 BuildRequires:  python-setuptools
 %if 0%{?rhel} >= 7
@@ -35,26 +39,38 @@ Common Linux files for Qubes Dom0 and VM
 Summary:    Python package qubesimgconverter
 Requires:   python
 Requires:   pycairo
+%if 0%{?rhel} >= 7
+Requires:   python-pillow
+Requires:   numpy
+%else
 Requires:   python2-pillow
 Requires:   python2-numpy
+%endif
 
 %description -n python2-qubesimgconverter
 Python package qubesimgconverter
 
-%package -n python3-qubesimgconverter
-Summary:    Python package qubesimgconverter
 %if 0%{?rhel} >= 7
+%package -n python34-qubesimgconverter
+Summary:    Python package qubesimgconverter
 Requires:   python34
-Requires:   pycairo
+Requires:   python34-cairo
+Requires:   python34-pillow
+Requires:   python34-numpy
+
+%description -n python34-qubesimgconverter
+Python package qubesimgconverter
 %else
+%package -n python3-qubesimgconverter
+Summary:    Python package qubesimgconverter
 Requires:   python3
 Requires:   python3-cairo
-%endif
 Requires:   python3-pillow
 Requires:   python3-numpy
 
 %description -n python3-qubesimgconverter
 Python package qubesimgconverter
+%endif
 
 %package devel
 Summary:	Development headers for qubes-utils
@@ -120,7 +136,11 @@ rm -rf $RPM_BUILD_ROOT
 %{python_sitelib}/qubesimgconverter/test_integ.py*
 %{python_sitelib}/qubesimgconverter-%{version}-py?.?.egg-info
 
+%if 0%{?rhel} >= 7
+%files -n python34-qubesimgconverter
+%else
 %files -n python3-qubesimgconverter
+%endif
 %{python3_sitelib}/qubesimgconverter/__init__.py
 %{python3_sitelib}/qubesimgconverter/imggen.py
 %{python3_sitelib}/qubesimgconverter/test.py