Skill UI

A comprehensive guide for structuring a multi-study manuscript, particularly for high-tier journals. This skill focuses on building a coherent set of related studies—rather than a single experiment—to robustly test a major theory. It guides users through sequencing studies, determining necessary power, selecting appropriate designs (longitudinal, dyadic, experimental), and implementing preregistration to ensure convergence and internal validity.

A comprehensive guide to advanced econometric identification strategies required for high-stakes public finance research. Covers techniques like Regression Discontinuity Design (RDD), Difference-in-Differences (DiD), Bunching, and Instrumental Variables (IV). It stresses the need to defend policy-induced discontinuities and manage threats of endogeneity, improving the credibility of empirical claims.

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 comprehensive workflow guide designed for submitting manuscripts to The Journal of Quantitative & Technological Economics (JQTE). This router determines the optimal sequence of specialized skills (e.g., topic selection, measurement, econometrics, forecasting, rebuttal) based on the manuscript's current stage or contribution type. It helps researchers structure their work to meet the journal's specific requirements, emphasizing measurable methods and reproducibility over pure narrative causality.

A rigorous methodological framework for identifying core risk and uncertainty parameters in academic research. This guide details how to design experiments or structural models to explicitly separate confounds (e.g., utility curvature vs. probability weighting, preferences vs. beliefs) and ensure that the measured parameter is genuinely identified, thereby enhancing the scientific rigor of behavioral finance and econometrics studies.

A comprehensive guide designed to help researchers rigorously assess whether their academic manuscript’s core causality relies on international or open-economy dimensions. It provides clear criteria and decision trees to determine if a paper is genuinely suited for top-tier world economy journals, or if it should be redirected to specialized domestic economics publications.

This comprehensive workflow guide is designed to structure the entire manuscript preparation process for submission to The Journal of World Economy. It acts as a router, ensuring that research systematically progresses from establishing an open-economy positioning and defining causal questions, through literature review, cross-border mechanism analysis, to final submission and rebuttal preparation.

A mandatory skill for original research articles, designed to create The Lancet's signature 'Research in context' panel. This panel forces authors to synthesize their findings within a systematic evidence base by detailing what was known previously (with documented search strategies), outlining the specific added value of the current study, and discussing the collective implications for clinical practice and public health policy.

This guide provides methodological standards for defending the empirical design of a language manuscript. It covers various subfields—including fieldwork, corpus construction, phonetics, and typological comparison—ensuring that the evidence base is transparent, rigorous, and directly supports the stated theoretical claims. Use this when justifying data collection methods or addressing reviewer concerns about evidence validity.

Systematically transforms high-level ideas or goals into a detailed, structured, and executable taskbook designed for AI agents. This process involves deep research, validation against existing codebases, adherence to strict formatting rules, and generating a single, copy-pastable block of instructions for immediate agent execution. It distinguishes between execution and exploration tasks, ensuring all steps are verifiable and anti-cheating measures are included.

A comprehensive skill designed to help researchers assess whether a manuscript is suitable for submission to the prestigious journal, Macroeconomics. It covers the journal's scope (macro-policy, growth, regional strategy), required methodological rigor (econometrics, model transparency), structural expectations, and common pitfalls, acting as a pre-submission positioning and rewriting framework.

This guide assists researchers in selecting and rigorously defending the appropriate methodology for Management Science (INFORMS) manuscripts. It covers both analytical modeling approaches (e.g., optimization, stochastic processes, game theory) and empirical designs (e.g., quasi-experiments, field trials). It ensures the chosen design not only matches the research question but also meets strict departmental standards and generates decision-relevant managerial insights.