Weekly Reflect

To prune stale memory and consolidate agent logs, use the weekly reflection cycle to read recent logs, summarize activity into topics, and trim the short index. This creates a compact memory snapshot for safer long-term management.

Memory consolidation for long-running agents is the process of reorganizing detailed notes into topic files and pruning stale data. It is needed when autonomous workflows accumulate excessive logs, causing agents to lose focus and recall efficiency.

To reorganize memory topics, instruct the agent to run the reflection cycle. It moves detailed notes from the main memory file into memory/topics/ directories, trims the short index, and logs results to memory/logs/ with a completion notification.

Yes, daily memory reflection requires access to memory/MEMORY.md, recent logs in memory/logs/, and articles/ directories. Output is stored in memory/logs/ and a notify call is triggered upon completion.

The best way to identify memory gaps and refresh agent health is to consolidate recent learnings into memory topics and summarize overall skill health. This surfaces gaps and prunes stale data into an actionable memory digest.