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To organize session insights into durable project memory, you can classify findings and route them to appropriate memory surfaces like notepads or durable docs, ensuring knowledge is preserved for future reference.

The best way to classify knowledge management findings is through a deterministic workflow that gathers items, classifies them, proposes destinations, and flags duplicates or conflicts before updating memory surfaces.

Yes, you can flag duplicate notes or conflicts when capturing session knowledge. The workflow identifies overlapping findings during classification and alerts you before updating project memory or notepads.

You route research findings to the correct memory surface by classifying each item and letting the workflow propose whether it belongs in project memory, a notepad, or durable docs based on its content.

Yes, this knowledge management workflow supports collaboration and design reviews by summarizing decisions and supporting evidence, then storing them as durable notes in project memory for future reference.

The limitations of deterministic workflows for note classification include relying on structured item gathering and fixed routing rules, which may require manual review for ambiguous findings that do not clearly fit project memory, notepad, or durable docs.