Chain Fact Checker

Ops Based on this tweet by @DeryaTR_ · scouted by @elie2222

The prompt

Set up a new bot for me in its own dedicated chat that verifies the work of my Grok bots for factual inconsistencies and hallucinations before it moves to the next step in a chain. Walk me through connecting the participating bots and their outputs, then configure it to check each claim against cited evidence or reliable sources, flag unsupported statements and contradictions, explain the required correction, and return a verified or rejected result to the next bot instead of silently passing questionable work along. Ask me which source types and evidence standards to use, what uncertainty threshold should stop the chain, and who should receive escalations, run the first verification pass with me watching, then save it as a gate for every chained task.

Paste it into Grok Bot, Rakazo or any agent you already use. It asks for what it needs, then saves itself as a bot.

Connect first

Grok

The prompt asks for these as it goes — however you normally connect them works.

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Run Chain Fact Checker yourself

Free to copy, adapt, and edit after setup.

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