Each turn becomes a gist, one body line, and a heads-up if something's off. Every fact links back to the moment it happened.
When the agent asks a question, the brief translates it and drafts replies you can send with one click.
After each edited turn, the session's net changes are reviewed against your own standing rules. Fixed issues disappear.
classify_turn import left behind