Skill UI

This router guides authors through the entire academic manuscript lifecycle for submissions to the Journal of Public Economics (JPubE). It diagnoses structural bottlenecks and ensures that the research meets all critical gates, starting from initial topic selection and contribution framing, through rigorous data analysis, figure design, drafting, and finally preparing for submission and rebuttal.

A detailed guide for researchers tackling advanced financial-mathematics problems. It outlines the stringent criteria for suitability in top-tier journals, emphasizing methodological novelty, mathematical rigor, and deep theoretical contribution (e.g., stochastic analysis, structural theorems) over routine data computation. Use this to refine and scope your research proposal.

This guide teaches rigorous conceptual analysis essential for analytic philosophy. It helps users define key terms precisely, draw clear distinctions between similar concepts, identify logical fallacies (like equivocation), and select the most appropriate philosophical method (e.g., conceptual analysis, thought experiments, formal modeling). Use it when an argument requires heightened precision and structural integrity.

This guide outlines the rigorous process for estimating, validating, and interpreting structural models in Marketing Science manuscripts. It covers advanced econometric techniques (GMM, MLE, Bayesian), demonstrating empirical identification, assessing model fit (in-sample/out-of-sample), and computing robust counterfactuals. It ensures the final results are statistically sound, economically plausible, and prepared for replication.

This guide serves as a comprehensive workflow router for authors preparing a Marketing Science manuscript. It dictates the sequential steps, from identifying a modeling-worthy topic and developing a structural or analytical model, through data analysis, contribution framing, and final submission. It ensures the paper maintains a focus on formal modeling and managerial counterfactuals, adhering to the journal's rigorous standards.

This skill provides a comprehensive framework for evaluating manuscript suitability for Molecular Psychiatry. It guides authors on journal positioning, required scope (e.g., psychiatric genetics, translational neuroscience), necessary evidence depth (dual-level evidence), structural guidelines, and official submission checklists to maximize publication chances.

This skill serves as a comprehensive router for developing academic manuscripts in Production and Operations Management (POM). It does not replace specialized skills but guides users through the entire scholarly process—from initial topic selection and theoretical modeling to data analysis, contribution framing, polishing, and submission. It ensures users maintain structural integrity and identify the correct next specialized skill to invoke, guiding the research journey from concept to publication.

A comprehensive guide to ensuring the quantitative rigor and full reproducibility of econometrics manuscripts, particularly for submissions to high-tier journals like QE. Covers structural estimation (GMM, MSM), moment construction, data cleaning best practices, and comprehensive validation checks (e.g., multi-start, Monte Carlo recovery). It ensures that all results can be regenerated from raw data using pinned environments and documented scripts.

This router guides the entire workflow for developing a high-quality academic manuscript targeting the Review of Accounting Studies (RAST). It helps users determine the next necessary step—be it theory development, data analysis, refining contributions, or preparing for submission and rebuttal—ensuring methodological rigor and structural completeness throughout the writing process.

A comprehensive guide for executing and stress-testing empirical analyses in Industrial Organization (IO). It covers structural and reduced-form model diagnostics, advanced inference techniques (e.g., wild-cluster bootstrap), counterfactual validation, and meeting the rigorous robustness standards demanded by top-tier academic journals. Focuses on methodology, not study design.

This skill helps researchers evaluate whether their manuscript aligns with the scope and practical orientation of specific academic journals. It provides structural advice, outlines key evidence requirements (e.g., patent quality, data analysis), identifies common rejection pitfalls, and guides the user through official submission checks for highly specialized journals.

A comprehensive guide for applying advanced quantitative methods (OLS, Multilevel, Survival Analysis) to large-scale social surveys (CGSS, CFPS, etc.). This guide emphasizes shifting the focus from purely statistical identification (econometric coefficient races) to deep sociological interpretation, focusing on revealing social mechanisms, structural heterogeneity, and real-world social consequences.