Skill UI

This guide details best practices for ensuring scientific rigor and reproducibility in complex system research. It outlines the necessity of capturing the full execution state—including hardware steppings, BIOS revisions, kernel configurations, toolchain versions, and dataset provenance—to prevent data decay and validate findings against environmental drift.

This guide assists researchers in compiling and documenting all necessary ethical approvals, biosafety statements, and data/code availability declarations required for high-impact scientific manuscripts (e.g., Cancer Cell). It ensures compliance with guidelines covering animal protocols (IACUC), human subject ethics (IRB/Consent), and data sharing standards (GEO, Zenodo).

A comprehensive guide for structuring and refining the literature review section of academic manuscripts for top-tier finance and economics journals. It covers the mandatory three-layer structure (Theory, Empirical Evidence, Contribution Gap), optimal Chinese/English citation ratios, and techniques for developing a 'dialogue-based' narrative rather than a simple list, ensuring clear positioning relative to the field's classic theories and recent publications.

A comprehensive guide for authors navigating the academic publication lifecycle, covering strategies for rebuttal windows, camera-ready revisions, and resubmission briefs for top-tier conferences. Learn how to structure arguments, maintain anonymity, focus on evidence, and calibrate tone to effectively address reviewer concerns in different submission scenarios.

This guide provides detailed structural and methodological advice for drafting the policy implications section of manuscripts submitted to academic journals focusing on rural China. It teaches authors how to elevate suggestions from generic statements to deeply grounded, significance-level policy recommendations, ensuring the implications are strictly anchored to the paper's empirical findings and specific agricultural/rural scenarios (Sannong).

A comprehensive guide for preparing accepted conference papers for final publication (camera-ready). Details specific technical and procedural requirements for two distinct regimes: standalone ECAI (IOS Press FAIA) and joint IJCAI-ECAI. Covers de-anonymization, strict page budget adherence, template compliance (cls/sty), and mandatory submission forms to ensure publication quality.

A comprehensive guide for drafting or revising literature reviews for high-level economic journals. It teaches the optimal 'dialogue-based' structure, balancing theoretical depth (theory vs. empirical), managing Chinese/English citation ratios, and clearly articulating the paper's unique contribution and scholarly gap.

This skill provides comprehensive guidelines for submitting manuscripts to IEEE Transactions on Biomedical Engineering (TBME). It covers the required balance between a sound engineering method and rigorous biomedical validation, specific scope areas (e.g., biosignal processing, neural engineering), structural requirements, and official submission checklists. It helps authors re-frame their work to meet the journal's high standards.

This comprehensive guide outlines the necessary theoretical rigor for algorithms and models submitted to top-tier computational journals. It instructs authors on how to formally state mathematical formulations, rigorously prove model validity, establish convergence, and quantify complexity (e.g., approximation ratios, finite termination). It provides specialized paths for exact methods, metaheuristics, and ML-enhanced OR, ensuring that the theoretical advancements fully support and rationalize the experimental findings.

A guide for designing and structuring empirical tables and figures for submissions to International Organizations (IOs). Focuses on meeting strict word limits, ensuring exhibits are self-contained, reproducible, and clearly separating core arguments (main text) from supporting details (supplementary material). Best practices include explicit unit labeling, prioritizing effect plots over dense tables, and guaranteeing that all displayed numbers match the original analysis code.

This guide outlines the mandatory data and code requirements for publishing manuscripts in International Organizations (IOs). It details the rigorous process—from conditional acceptance to final publication—which requires authors to prepare complete, reproducible packages. Key steps include submitting data/code, undergoing external re-running of quantitative results, verifying formal model proofs, and depositing materials with a DOI in the IO Dataverse.

This comprehensive style guide optimizes financial manuscripts for high-impact academic journals, such as the Journal of Banking & Finance (JBF). It teaches authors to structure arguments by leading with the core financial question, translating statistical coefficients into interpretable economic units (e.g., basis points, asset ratios), and ensuring every claim is bounded and highly concise. Essential for refining abstracts, results sections, and introductions.