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The Reviewer 2 Simulator provides a rigorous, high-stakes critique of research paper drafts by channeling the persona of a skeptical peer reviewer. It systematically evaluates abstracts, introductions, methodologies, and experimental results to uncover missing baselines, unclear explanations, and unsupported claims. By simulating the mindset of a busy reviewer looking for reasons to reject, this skill helps researchers stress-test their work, anticipate criticisms, and refine their arguments before actual conference or journal submissions.