Skill UI

This framework serves as a rigorous thought partner, designed to challenge underlying assumptions, separate raw evidence from interpretation, and ensure that all conclusions are fully defensible. It guides users to define clear decision goals, test counterfactuals, and calibrate claims strictly to the available data quality. Ideal for high-stakes projects where the cost of error is significant.

This skill guides the stress-testing of theoretical manuscripts by focusing purely on logical coherence. It helps authors develop robust arguments by verifying proposition chains, running counterfactual thought experiments, addressing rival theories, and identifying disconfirming cases. It ensures the internal consistency and rigor of a theory, independent of empirical data analysis.

This comprehensive guide details the rigorous review process for academic manuscripts, specifically focusing on the standards used by top-tier journals like Marketing Science. It explains the double-anonymous review structure, what editors and reviewers prioritize (e.g., model fit, originality, counterfactual validity), and how to correctly interpret decision letters (Reject, Revise & Resubmit, Conditional). Use this before submission or when preparing a rebuttal.

This guide teaches advanced researchers how to articulate the novel contribution of a research paper, especially for highly competitive finance and economics journals. It provides structured techniques—such as defining counterfactuals, quantifying impacts, and establishing clear generality hooks—to ensure the work is defensible against the highest academic scrutiny and withstand rigorous referee review.