Skill UI

A comprehensive guide for applied economics researchers to determine the optimal academic venue for their work. It helps users assess whether their contribution is a clean causal estimate, a measurement advance, or a pure method, ensuring the research question is framed appropriately for specific journals like REStat, AER, or AEJ:Applied.

This specialized router guides the entire manuscript development process for submissions to The Review of Economics and Statistics (REStat). It does not replace specialized skills but systematically directs users through the full research pipeline—from initial topic selection and causal identification to robustness testing, figure creation, and rebuttal strategy—ensuring a structured approach to applied econometrics research.

A comprehensive guide for establishing credible causal inference in accounting and finance research. This methodology covers advanced techniques including Difference-in-Differences (DiD), Instrumental Variables (IV), Regression Discontinuity (RDD), and experimental design. It instructs users on how to move beyond simple controls, defining the specific identifying variation necessary for publishing rigorous, causality-focused academic work.

This skill guides researchers through the rigorous process of refining a preliminary accounting idea into a sharp, contribution-driven research question suitable for top academic journals like Review of Accounting Studies (RAST). It helps users identify the core accounting construct, define the mechanism (friction/channel), and ensure the study's focus is on accounting theory, rather than merely using accounting data in a general finance context.

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 checklist for authors preparing a scholarly review manuscript for submission (e.g., RER). It guides users through critical pre-submission checks, including masking requirements, adherence to APA 7th edition, abstract length constraints, and proper assembly of the three-file set (unblinded title page, blinded main manuscript, author bios).

A specialized academic tool designed to help researchers evaluate whether their manuscript is suitable for submission to highly specialized journals, such as the China Review of Political Economy. It guides users on aligning empirical findings with deep theoretical construction, institutional analysis, and the specific theoretical framing of Marxist and Chinese socialist political economy.

This guide acts as a comprehensive workflow router for developing manuscripts intended for The Review of Financial Studies (RFS). It diagnoses the current stage of the research process—from initial topic selection and literature positioning to empirical design, robustness checking, writing polish, and rebuttal. It does not replace specialized skills but directs the user to the precise skill needed next, ensuring novelty and rigor are maintained throughout the entire academic publishing cycle.

A rigorous framework for designing reproducible and scientifically sound experiments in robotics and AI, specifically for academic publication (e.g., RSS). It guides users to shift focus from simple system demonstration to testing a falsifiable scientific claim. Key areas covered include deriving conditions from a claim, establishing hardware trial protocols, managing simulation vs. real-world evidence splits, and performing detailed failure attribution analysis.

This skill provides a comprehensive guide for academic manuscript submission to 'Rural Economy.' It helps users evaluate if their research topic, methodology, and structure align with the journal's academic scope, covering critical areas like rural revitalization, county economy, and agricultural policy. It outlines key structural requirements and common submission pitfalls to enhance the chances of acceptance.

This tool acts as a comprehensive workflow router for manuscripts aiming for top-tier journals like Science. It doesn't write the content but guides the user through essential stages—from initial significance testing to final submission and rebuttal. It diagnoses bottlenecks and suggests the next specialized skill needed, ensuring the manuscript meets high standards for general interest and structure.

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.