Long AI conversations can now retain earlier context through compact summaries

Long AI conversations can grow too large to send to the model in full. Studio should warn the user before any earlier completed turn is silently omitted from the next provider request. The user should be able to compact those earlier turns into a single editable saved summary, continue using only recent turns, or cancel, while the complete conversation transcript and canonical provider history remain unchanged.