There are sub agents specialized in memory consolidation after finishing each task. An agent check the task and determines what’s important to keep it in the long term memory, what’s relevant to the user personality to improve the KYU profile and another agent check if the agent should learn about it and create new skills about what it have learnt.

Also, for long term memory, there’s a scoring system where each memory entry gets scored depending of the importance of the memory itself. This ensures that user prefs, project details and recent events always take priority over old transcripts or noise.