You can create or edit public reports from the Sandbox Dashboard in the design center. You can also create or edit public reports from the Dashboard on the live site, but only when there is not an active sandbox. When you create or edit a public report from the sandbox, you can test the reports before making them available to all users on the live site.
Edit mode is a preview of the report with a blue background. An edit button appears near the editable component.