In ~/.profile:
if grep -q "\-WSL2" /proc/version > /dev/null 2>&1; then
if service docker status 2>&1 | grep -q "is not running"; then
wsl.exe --distribution "${WSL_DISTRO_NAME}" --user root \
--exec /usr/sbin/service docker start > /dev/null 2>&1
fi
fi