Skill UI

This guide outlines the creation of a complete, verifiable research package for economic policy manuscripts. It ensures that all empirical, experimental, or simulation results are fully reproducible by providing raw data guides, cleaning scripts, analysis code, and a single 'master' script that runs end-to-end. This process is critical for academic acceptance, allowing reviewers and discussants to independently verify every figure, table, and key number reported in the paper.

This skill acts as a comprehensive router for developing manuscripts for top-tier policy economics journals, such as Economic Policy (EP). It does not replace specialized analysis skills but guides the user through the optimal sequence of specialized steps—from initial topic pitch and literature positioning, through modeling and robustness checks, to managing panel discussions and final revisions. It ensures the paper meets the dual standard of academic rigor and policy accessibility.

This comprehensive workflow guides authors through the entire submission process for The Econometrics Journal (EctJ). It provides staged checkpoints—from initial topic selection and theoretical framing to data analysis, manuscript compression, and rebuttal. It ensures manuscripts are methodologically rigorous, empirically grounded, and adhere to strict publishing standards required by top academic venues.

This guide outlines the mandatory structure for creating a reproducible research package, required by academic journals like the European Economic Review (EER). It details how to properly assemble raw data, master analysis scripts, environmental specifications, and comprehensive documentation (README) to ensure that reported results can be independently verified by others. It is essential for any paper involving empirical analysis or simulations.

This comprehensive guide serves as a venue selection and content re-framing tool for research at the intersection of energy and environmental science. It details the high quantitative standards, required evidence (e.g., LCA, full-cell data, techno-economic analysis), and specific scope areas (solar, batteries, CO₂ capture) expected by Energy & Environmental Science (EES). Use this before submission to ensure your manuscript meets EES's broad, interdisciplinary impact criteria.

The EPSL Workflow Router is a comprehensive guide that helps authors navigate the entire manuscript lifecycle for high-impact letters in Earth and Planetary Science. It routes users through critical stages—from initial topic selection and literature positioning to data analysis, writing style, and final submission—ensuring the work maintains conciseness and focuses on a single, decisive, process-level advance.

Provides authoritative guidance on conducting mechanism analysis for empirical economic manuscripts, reflecting the current paradigm shift in causal inference. It strongly advises against outdated methods like the stepwise mediation analysis (Sobel or Baron-Kenny) and instead mandates a two-step approach: empirically estimating the causal link from treatment to mechanism (D→M), followed by a rigorous theoretical argument for the mechanism's impact on the outcome (M→Y).

A comprehensive guide for authors responding to peer review and editorial board reports for top-tier academic journals. It covers the correct revision sequencing (manuscript first, then letter), structures for point-by-point replies, strategies for accepting, partially accepting, or rebutting reviewer comments, and deciding the optimal placement of supplementary analysis (body vs. appendix).

A comprehensive guide for executing and reporting rigorous data analysis for Environmental Science & Technology (ES&T) manuscripts. It details essential norms, including explicit QA/QC reporting (blanks, recoveries, LOD/LOQ), handling uncertainty, selecting appropriate statistics for environmental data (e.g., left-censored data), ensuring mass/energy balance closure, and guaranteeing reproducibility through master workflows.

This skill acts as the central orchestrator for preparing Environmental Science & Technology (ES&T) manuscripts. It guides users through the complex submission pipeline by determining the optimal article type (e.g., Research Article, Critical Review, Policy Analysis) and the current stage of writing, ensuring the content maintains clear environmental significance. It routes users to specific sub-skills like data analysis, literature positioning, and writing style.

A comprehensive guide for conducting advanced, methodologically rigorous data analysis for manuscripts in Entrepreneurship Theory and Practice (ETP). It covers specialized techniques such as survival analysis, handling endogeneity (IV, selection bias), advanced panel data models (Callaway–Sant'Anna), and rigorous qualitative coding schemes. The goal is to ensure that findings are theoretically robust and translate into actionable, venture-relevant insights, moving beyond simple p-value reporting.

This comprehensive router guides researchers through the entire manuscript lifecycle for submissions to Entrepreneurship Theory and Practice (ETP). It determines the optimal sequence of specialized skills needed at every stage, from initial topic selection and theoretical development, through rigorous data analysis, contribution framing, to final submission and rebuttal preparation. Use this when you need to diagnose a bottleneck or determine the next necessary step in your academic writing process.