Incorrect Format for hooking actions

/*digthis.php
template name: digthis example template */
do_action('digthis');
/* Adding Acton this way will not work */
add_action('digthis', 'digthis_hello_world' );
function('digthis_hello_world'){
    echo 'hello world';
}