Your comments
I suppose I can work-around for now by creating an "I failed" button by bookmarking a blacklisted site :-)
An interesting idea: the "I failed" button could be used to help the app learn better rules for auto-failing. For example, if you click "I failed" after visting a site which is not currently blacklisted, then buildfocus could offer to blacklist it for you. Or later, if you do add currently-focused window support, buildfocus could notice that you clicked "I failed" after switching to Thunderbird and say "do you want me to blacklist Thunderbird while you're trying to focus"?
Customer support service by UserEcho
(See also http://buildfocus.userecho.com/topic/1102942-add-a-i-failed-to-focus-button-to-handle-distractions-outside-of-chrome/)