I don't think "Repeater" is the right control for "Editing" purpose. It is exclusively meant to repeat a template and can be divided as HeaderTemplate, Item Template, Alternating Item Template and Footer Template
There are some ways in which you can make repeater work as "edit"
But I would recommend using DataList or Gridview control
Yes, using itemcommand that fires textboxes of rows in repeater.