Do: for every fact the assistant keeps, record why it is kept, where it came from, how sure you are, who may use it, and when it should be removed. Example: mark a (fictional) user preference as "told by the user", low confidence, and open to correction or deletion. Check: another reviewer can tell why the fact is stored, where it came from, who may use it, and how to correct or delete it before it affects an answer.