Ah! there is another readme, buried in superglobals-plus_v1.24/extras/. It says to just copy the tpl_main_page.php in that directory to includes/templates/YOUR_TEMPLATE/common/

I tried it, but it seems that something wrong in following the instructions. The SuperGloabal Plus still doesn't work for me.