Research briefing agent

Problem

Research often starts with scattered links, notes, transcripts, and half-formed questions. The useful work is not just summarizing; it is deciding what matters and where confidence is weak.

Approach

• Ingest a small source set and separate facts, claims, and open questions.
• Generate a brief with source-backed bullets and explicit uncertainty.
• Keep a reviewer loop before anything becomes publishable.

Next

• Add confidence labels for each claim.
• Test against notes, web links, and PDF inputs.
• Create a reusable output format for portfolio research notes.