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Research

Fact-check a claim against a corpus

What it does

When a channel asserts something that matters to you, the corpus tells you exactly what was claimed, in which video, at what point — and whether later videos revised it. A review sheet for human judgment, not a replacement for it.

How it works

  1. Ask for the claims

    Claims are extracted per video and merged across the channel, each citing its sources.

  2. Trace each to its video

    Your agent returns the claim, the exact wording, and where it was said.

  3. Check the originals

    Verify the load-bearing claims yourself — the timestamps take you there.

What you'll need

With an AI agent

  • An MCP client
  • A Liquid Gold channel subscription

Offline, from the zip

  • A purchased skill archive
  • A spreadsheet or note tool

How to use it

Connect your agent, then start with a prompt like:

List this channel's strongest claims about topic X, with the supporting quotes.
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