remember

To organize session findings into durable project memory, classify each item as durable, temporary, or procedural, then route it to the correct surface like project memory, notepad, or docs for quick recall and consistency.

The best way to classify knowledge items is to evaluate their longevity and actionability, sorting them into durable, temporary, or procedural categories before writing updates to the appropriate memory surface without duplicating content.

Routing decisions to a notepad or durable docs without duplicates requires classifying the item, proposing a destination, and writing the update while the system flags existing duplicates or conflicts for cleanup and consistency.

Yes, you can use knowledge-management routing for ongoing research, decision-making, and documentation tasks by gathering findings, classifying them, and storing them in the correct memory surface for durable accessibility.

To flag conflicts when updating multiple project memory surfaces, route items to their destinations and let the classification workflow detect duplicates or conflicting information, ensuring consistency and speeding up future work.

Project knowledge gets lost across team sessions when findings are not classified into durable, temporary, or procedural memories and routed to appropriate surfaces like project memory, notepad, or durable docs for accessible recall.