For any stand-alone activity:

Once started, a standalone Activity cannot be edited.

You can duplicate your Activity in the Studio to edit the copy and share it back.

For a Session:

Once started and closed, an Activity within a Session cannot be edited or deleted in the Studio.

You can duplicate it within the Session to edit it.