After the fact, there is no way to know who added a task, or even whom completed a task. You can get notifications when they are created or completed, but besides this there are no details for this.
"Added by" and "Completed by" would be very useful in projects with a lot of contributors. It should only be shown if the project was shared with anyone though. +1 for that :-)