Skill UI

This guide provides a structured framework for conducting and presenting robust checks in econometric manuscripts, particularly relevant for studies using developing-country data. It moves beyond simple appendix dumping by organizing tests around potential identification threats and specific data-quality risks (e.g., measurement error, coverage gaps). It helps ensure the core findings are load-bearing against sophisticated academic scrutiny.

A comprehensive guide detailing when and how to structure theoretical models in development economics research, particularly for World Bank Economic Review submissions. It emphasizes that models must serve a functional purpose—such as interpreting empirical coefficients, running policy counterfactuals, or aggregating to welfare statements—rather than being decorative. Key principles cover parameter identification, matching structural frictions to the local setting, and handling counterfactual assumptions (Lucas critique).

Provides comprehensive guidelines for packaging and submitting research artifacts (datasets, models, code) for major conferences. It details the difference between mere 'existence' (badge verification) and true academic 'reproducibility,' covering archival strategies, web data licensing, takedown resilience, and minimal viable package structure for long-term scholarly impact.

This guide helps scholars rigorously defend the methodological design of academic papers, particularly in International Relations and Comparative Politics. It covers advanced techniques such as process tracing, case selection logic, quantitative cross-national panel data analysis (DID, IV, RDD), and experimental design. Its core purpose is to strengthen causal claims by explicitly addressing selection bias, defining scope conditions, and ruling out major rival explanations.

This skill guides the creation of self-contained, highly accessible, and reproducible exhibits (tables, figures, maps) for World Politics manuscripts. It addresses strict length limits by differentiating between core arguments (in the article) and supplementary material (online appendix). It emphasizes visual communication excellence, moving beyond simple coefficient tables to forest plots and event studies to convey magnitude and uncertainty effectively.

This tool acts as the central orchestrator for academic manuscripts submitted to World Politics. It guides authors through the entire scholarly writing lifecycle, determining the correct article type (research vs. review), verifying the scope (must cross cases in comparative politics/IR), and routing the project to the appropriate specialized writing skills (e.g., theory building, data analysis, literature positioning). It ensures the work maintains a big, comparative, and international scope.

This guide provides a comprehensive framework for designing rigorous and defensible evaluation sections for machine learning and information retrieval papers, particularly for top-tier conferences like WSDM. It covers the four critical evidence quadrants—Effectiveness, Validity, Efficiency, and Robustness—and details necessary protocols, such as temporal splits, proper baseline selection (including heuristics), ablation studies, and hardware-aware performance reporting. Use this when auditing or writing the experimental section of a research paper.

This guide details the rigorous, unique evaluation process for academic articles and essays at Yale Law Journal (YLJ). Unlike traditional peer review, student editors conduct anonymous evaluations, focusing heavily on the originality of the claim, the completeness of the apparatus, and crucially, a thorough 'source-pull' where every citation must be rigorously verified and supported by the text. Use this to understand how to structure and prepare manuscripts for scholarly publication.

A comprehensive checklist for authors submitting to academic law journals, specifically tailored for The Yale Law Journal (YLJ). It guides users through critical pre-upload steps, including mandatory anonymization checks, adhering to strict length caps (Article, Essay, Forum), verifying Bluebook citation apparatus, and ensuring the use of the official submission portal. This tool helps prevent common submission failures before the final upload.

This skill provides a rigorous fit test for legal scholarship ideas targeting The Yale Law Journal (YLJ). It helps users determine if their claim has generalist significance beyond a single niche, whether the argument is substantial enough (a claim, not a survey), and what the appropriate format (Article, Essay, Forum) should be. It is crucial for pre-drafting evaluation.

This guide provides a comprehensive framework for authors to articulate the unique and marginal contribution of their research within the highly specialized field of health economics. It teaches how to frame findings against canonical literature, identify specific gaps, and structure the argument to satisfy expert reviewers, ensuring the paper's novelty is clearly demonstrated.

This guide provides a structured framework for presenting complex empirical results in academic manuscripts, particularly for international marketing journals. It details the essential 'spine exhibits' (conceptual models, invariance tables, cross-national patterns) and teaches techniques like the 'claim test' and 'triage' to ensure arguments are clear, rigorous, and adhere to strict page limits.