aget-create-briefing

To generate a NotebookLM briefing, the system synthesizes claims, evidence, and context from resolved internal session records into standalone narrative prose. It formats the output specifically for NotebookLM consumption and writes the document to the briefings directory.

Converting resolved session artifacts into a memo or slides format involves extracting specific claims and open questions, then adapting the narrative structure to fit medium-optimized sectioning. The output is written as a standalone document tailored to your chosen format.

Yes, creating a share-draft briefing safely requires running a classification safety check to sanitize prohibited internal or private patterns. This ensures the external-facing narrative document is safe for public consumption without modifying the original source artifacts.

Yes, you need resolved session artifacts, evolution L-docs, or study results as input. The briefing generation process reads these internal source records to extract the necessary claims and evidence, bridging read-only knowledge bases into standalone external narratives.

Topic-based sourcing filters and extracts claims, evidence, and context from session records using a specified study topic. This synthesized knowledge is then adapted into an audience-appropriate narrative document formatted for your target medium.