Skill UI

This skill acts as a comprehensive router for the NeurIPS academic workflow. It guides users through every stage of preparing a machine learning manuscript, from initial topic and track selection to writing, mandatory paper checklist completion, OpenReview submission, handling the double-blind review process, and finalizing the camera-ready version. It helps ensure the manuscript is robust, evidence-backed, and adheres to all conference policies.

A comprehensive late-stage review pass designed for academic manuscripts targeting Organization Science. This skill ensures the paper effectively front-loads the core argument and contribution, translating complex ideas for an interdisciplinary, micro-to-macro audience. It enforces strict adherence to INFORMS house style, structural rigor, and cross-level consistency.

A comprehensive guide for researchers deciding the optimal venue for systems projects, such as OSDI, SOSP, or NSDI. It provides structured tests (built-and-measured, operational experience) and scoping criteria to help authors determine if their work is a research contribution or a production-level lesson, ensuring projects are routed to the correct academic conference before significant time is spent writing.

This guide provides strict guidelines for authors writing the "Related Work" section for top-tier programming language theory conferences like POPL. It emphasizes moving beyond general literature reviews to pinpoint precise, technical "delta sentences" that prove novelty against neighboring formal systems. It covers citation standards, venue mapping, and attribution verification for maximum academic impact.

Covers best practices for writing highly technical academic papers, particularly in programming language theory. It guides authors on structuring their work to build a strong 'ramp' from initial concrete programs and informal motivation to rigorous formal proofs and theorems, ensuring clarity and avoiding common pitfalls like unmotivated formalism or ambiguous notation.

A comprehensive guide detailing the rigorous standards required for submitting parallel programming research to top-tier academic venues. It covers crucial topics such as proving concurrency correctness, demonstrating measurable scalability using speedup curves, adhering to strict formatting (10 pages, two-column layout), and structuring the technical contribution to satisfy expert reviewers.

A comprehensive guide detailing the required structure and technical rigor for writing papers in sensing and embedded systems (SenSys). It mandates replacing vague adjectives with concrete, measured metrics (e.g., energy in joules, latency in milliseconds) and structuring the argument around a clear 'pain $\to$ gap $\to$ mechanism $\to$ measured behavior' arc on the first page. Essential for academic researchers and engineers.

This comprehensive guide provides the optimal structure and academic writing discipline for submitting high-quality technical papers to major computer graphics conferences, such as SIGGRAPH. It emphasizes building a compelling 'first-page arc,' leveraging the teaser figure to immediately demonstrate results, maintaining academic honesty by detailing limitations, and adhering to strict page budget constraints.

This guide provides specialized instructions for authors writing sociological theories. It teaches how to articulate a clear conceptual contribution by defining a 'new way of seeing' and rigorously differentiating the proposed theory from existing academic works. It ensures the claim is a conceptual advance, not merely a restatement or application.

This guide details the rigorous, multi-stage academic review process for submissions to top-tier conferences like SODA (Symposium on Discrete Algorithms). It covers the entire lifecycle, from initial submission and abstract assignment to deep technical refereeing, author rebuttal phases, and final PC decision-making. It provides actionable advice on writing style, addressing reviewer comments, and improving borderline papers.

This guide provides expert advice on structuring and writing the 'Related Work' section for top-tier systems conferences (like SOSP/OSDI). It emphasizes shifting from simple citation lists to structural positioning, requiring authors to identify precise differences (e.g., assumption, mechanism, guarantee) between their work and existing research. It also covers academic lineage tracing, double-blind citation rules, and handling concurrent work.

A comprehensive, end-to-end audit checklist designed for authors submitting manuscripts to high-level academic journals like SSI. It covers critical areas including LaTeX formatting, selecting the appropriate article type, writing standalone bilingual abstracts, adhering to strict international citation standards (e.g., GB/T 7714), and complying with academic ethics policies (e.g., one-submission rule). Use this guide as the final quality assurance step before submission.