Ok, great. Here comes more feedback :)
Since I did not save my password when signing up, I proceeded to set an email. Got a confirmation email and clicked the link in it.
Then signed out and clicked the "Set a new password" link.
But it does not work. I always get the message "Failed to send email: This email address was not found".