Enable lockedit in your setup file.

For example:

add_plugins => [qw{goodstuff table rawhtml template embed typography sidebar img remove lockedit}],

And to only allow admin users to edit the page, simply specify a pagespec for everything in the .setup:

locked_pages => '*',