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The NSF Panel Review Simulator is a specialized tool designed for researchers and academics using GrantKit to refine their grant proposals. By analyzing existing proposal drafts and program-specific metadata, it generates realistic reviewer personas—such as domain scientists, software engineers, or impact evaluators—to provide multi-perspective feedback. The skill produces standardized NSF-style reviews covering Intellectual Merit and Broader Impacts, complete with a panel summary and ratings ranging from Excellent to Poor. This allows applicants to stress-test their arguments and address potential criticisms in a simulated environment, significantly improving the quality of the final submission.
