Skill UI

A guide for advanced data analysis in policy evaluation, extending beyond standard causal estimates. It emphasizes rigorous reporting of cost-benefit ratios, distributional consequences (who gains and who pays), robust heterogeneity testing, and honest uncertainty quantification necessary for high-level policy academic journals. Essential for turning effect sizes into decision-relevant policy narratives.

This guide provides detailed structural and stylistic rules for authors submitting multi-study manuscripts to the Journal of Personality and Social Psychology (JPSP). It focuses on adhering to strict word caps for the Introduction and Discussion sections using APA 7th format, ensuring the narrative remains focused, theory-driven, and highly concise. Ideal for polishing drafts and structuring complex research arguments.

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 comprehensive guide for academic authors seeking to polish their manuscripts for top-tier urban economics journals. It focuses on restructuring the narrative to prioritize the spatial mechanism, ensuring the introduction, abstract, and results are grounded in concrete geography and interpretable policy magnitudes, rather than general statistical significance or abstract jargon.

This advanced analytical skill focuses on rigorously identifying and testing the specific transmission channels through which external shocks affect an economy. Essential for high-impact international economics research, it moves beyond descriptive mechanism narratives by focusing on testable proxies across trade, investment, finance, and expectation channels. It requires advanced econometrics (e.g., mediation analysis, sample splitting) and careful identification strategy to ensure causal claims are robust.

A comprehensive guide for authors to assess if their high-impact photonics research meets the broad significance and methodological rigor required by journals like Light: Science & Applications. It helps authors re-frame specialized technical results into a Nature-style narrative, focusing on conceptual advances and quantitative evidence.

A comprehensive guide and tool for assessing manuscript fit for the Chinese academic journal, *Management Science* (published by HIT). It helps researchers determine if their work meets the journal's requirements, especially regarding quantitative methods, model setting, structured argument, and adherence to specific word count and formatting rules. It assists in optimizing the narrative for high-level management and engineering science publications.

A comprehensive guide for researchers submitting materials science manuscripts to the Cell Press journal Matter. It outlines the journal's 'atoms to systems' scope, defining the high bar for conceptual significance, narrative rigor, data evidence, and overall transformative impact. Use this skill to determine suitability, structure the narrative, and meet the stringent house style requirements before submission.

A guide for researchers on transforming diverse experimental results into a single, coherent, and highly focused molecular narrative. It teaches the structure required for top-tier molecular biology publications, emphasizing the link between the molecular actor, the proven mechanism, and the physiological consequence. Essential for shifting the focus from a 'catalog of techniques' to a unified, powerful scientific argument.

A comprehensive, step-by-step preflight checklist designed for authors submitting manuscripts to top-tier scientific journals. It ensures thorough validation across all required components, including the mechanistic narrative, structural data integrity, statistical rigor (QSA), figure quality, and proper data/code deposition (DOIs). It serves as the ultimate gatekeeping mechanism before final submission.

This guideline assists researchers in structuring complex scientific manuscripts for top-tier journals like Molecular Cell. It details the required components—including Summary, Introduction, Results, Discussion, and STAR Methods—while adhering to strict word counts, display item limits, and narrative flow, ensuring the core scientific mechanism is presented clearly and persuasively.

A comprehensive guide for the late-stage polishing of academic manuscripts for submission to M&SOM. It focuses on restructuring the narrative to lead with the operational insight, developing a structured, jargon-free abstract, controlling mathematical notation, and adhering to strict INFORMS author-year citation styles and page limits.