notebooklm-brief-verifier

NotebookLM is great at producing readable briefs, but it can:

• Skip a source that was in the bundle (silently — no error).
• Make claims the source bundle doesn't actually support.
• Contradict claims across sources without flagging the conflict.
• Generalize beyond the data ("studies show...") when one paper says something narrow.

This skill verifies a downloaded brief against the actual source bundle that research-hub uploaded, so the user can trust (or distrust) the brief before sharing or citing.

When to use

Trigger phrases: