Four-Step Grok Bot Workflow for AI Research Reports with Fewer Errors

Judd Slivka · 1H AGO

I use a four-step system built on Grok Bot to get AI-generated research reports with fewer errors. It's for anyone who relies on AI research and needs to trust the numbers and quotes in it. 1. I start with a research bot that has specific instructions. They cover the types of sources it should use, separating known facts from speculative claims, and cross-checking claims. 2. The report goes to a skeptic. The skeptic is meant to be contrarian but not a roadblock. It asks for evidence, looks for logical fallacies, and creates a short, ranked list of problems. 3. The problem list goes back to the researcher, who then passes the report to my fact-checker. 4. The fact-checker double-checks every number and every quote or paraphrase against the actual document it was found in. The result is a report with fewer errors, but also flags on what's verified and what isn't. Far and away the most valuable workflow that I've built. It costs more in terms of usage, but it's been working great.