Skill UI

A comprehensive mentor for graduate students and early-career researchers, guiding the entire research lifecycle. This skill covers formulating rigorous research questions, designing studies (quantitative, qualitative, mixed-methods), conducting literature reviews, analyzing data, and writing publishable papers. It emphasizes methodological rigor, critical thinking, and ethical considerations.

A comprehensive guide for translating complex, real-world management settings into formal, rigorous mathematical models suitable for high-level academic journals. It provides a systematic framework (Situational Element $\rightarrow$ Model Element Mapping) for developing optimization, game, and data-driven models, ensuring that the model structure, assumptions, and novelty are explicitly defensible against academic critiques.

This comprehensive guide serves as a pre-flight checklist for authors preparing manuscripts for journal submission. It details critical formal requirements, such as strict page limits, mandatory structural elements (e.g., Chinese classification numbers), formula formatting, and adherence to the official submission portal guidelines. Use it to avoid common formatting errors and ensure a smooth initial review process.

This comprehensive guide teaches authors how to structure a persuasive and impactful introduction for top-tier economics journals. It covers the 'funnel structure,' effective hooks (data, policy, theory), identifying research puzzles (tension), and formulating non-overlapping, specific marginal contributions, ensuring the paper's core findings are previewed.

A comprehensive guide for authors preparing submissions for top-tier computer vision conferences like ICCV. It instructs writers on structuring papers for a generalist reviewer pool, maintaining the 'inclusive 8-page economy,' adopting a mechanism-first exposition style, and formulating claims that withstand rigorous review and rebuttal cycles. Essential for elevating technical prose to a publishable standard.

This guide provides detailed standards for structuring and writing manuscripts submitted to the INFORMS Journal on Computing (IJOC). It mandates a precise, methods-forward, and quantitative voice, ensuring the paper is accessible to both Operations Research (OR) and Computer Science (CS) audiences. Key elements covered include abstract structure (≤300 words, no formulas), rapid contribution framing in the introduction, and using numbered pseudocode for methods.

This tool provides a systematic framework for formalizing complex management and business scenarios into a mathematically well-posed decision problem. It guides users through identifying the five critical elements: decision makers, decision variables, information structure, uncertainty sources, and objectives/constraints. This is essential for ensuring that subsequent models (optimization, game theory, etc.) are correctly structured and viable for rigorous research.

A comprehensive guide for authors on formulating strong rebuttals and executing rigorous one-shot revisions following peer review. It teaches systematic triage of reviewer points (factual, weakness, question) and emphasizes maintaining consistency and fulfilling all commitments to maximize acceptance chances.