Skill UI

A comprehensive guide for researchers determining if their cross-layer systems work belongs at ASPLOS or a specialized venue (e.g., ISCA, SOSP, PLDI). It introduces the crucial "deletion test," a routing table based on core claims (microarchitecture, language design, etc.), and criteria for identifying genuine cross-disciplinary intersections between OS, PL, and Architecture.

This guide provides a detailed walkthrough of the comprehensive, multi-stage academic journal review process, modeled after top-tier Chinese journals like CJC. It covers the entire lifecycle, from initial editorial screening and double-blind expert review to revision and final acceptance. Use it to strategically plan your submission rhythm, anticipate required revisions, and scientifically strengthen your manuscript to maximize acceptance chances.

This skill guides the transformation of quantitative research findings (models, experiments, empirical results) into structured, actionable managerial insights. It enforces the 'Condition-Decision-Effect' framework, ensuring that every policy suggestion is directly traceable to specific data points, parameters, or experimental findings. Essential for authors aiming to publish high-impact academic papers in management science.

A comprehensive guide for drafting and revising academic papers, particularly in the field of Large Language Models (LLMs). It teaches how to adopt the measurement-forward, evidence-based register required by top-tier conferences like COLM. Focus areas include leading with findings, strictly scoping claims to tested models and versions, structuring content for tight page limits, and maintaining a measured, critical voice.

This guide assists researchers in determining the optimal venue for their theoretical machine learning contributions. It provides a framework for evaluating whether a result is best suited for COLT, or if it belongs in other top-tier conferences (e.g., NeurIPS, ICML) or journals (e.g., JMLR). It emphasizes differentiating between rigorous mathematical proofs (bounds, separations) and purely empirical findings.

Provides a comprehensive guide for drafting academic abstracts for top-tier public administration journals, such as Chinese Public Administration (CPA). It enforces a strict four-part structure (Question $\rightarrow$ Theory $\rightarrow$ Findings $\rightarrow$ Contribution), ensures semantic alignment between Chinese and English versions, and guides authors on avoiding vague, empty phrases. Use this guide when revising manuscripts before submission to meet high journal standards.

A comprehensive guide for researchers responding to 'Revise and Resubmit' (R&R) decisions, particularly in Comparative Political Studies. It provides a structured framework for drafting the response letter, ensuring every point from reviewers and editors is addressed point-by-point. Focus areas include strengthening comparative leverage, addressing rival explanations, and maintaining professional, evidence-based argumentation.

This skill acts as a workflow router for writing academic papers for the journal 'China Rural Economy'. It does not replace specialized skills but guides the user through the entire manuscript process—from topic formulation and literature review to causal identification, mechanism testing, and handling reviewer comments (R&R). It ensures the structural and methodological completeness of the research article.

This guide provides a comprehensive framework for authors responding to reviewer critiques during a Revise and Resubmit cycle. It covers project management of complex revisions, strategic triage of feedback (Do, Decline, Cannot), structuring the point-by-point response letter, and maintaining a professional, collegial tone to maximize acceptance chances.

This guide helps authors structure lengthy academic manuscripts, ensuring the main text maintains a clear, focused narrative while relegating supportive, detailed evidence to the appendices or supplementary materials. It outlines the 'determinative' principle, advising where to place hyperparameters, extended experiments, proof details, and code links to meet high journal standards and maximize readability for reviewers.

This skill guides researchers through the entire end-to-end lifecycle of submitting a research paper to a journal. It structures a 12-step pipeline, covering everything from initial topic selection and literature review to experimentation, reproducibility, submission, peer review, revision, and final camera-ready versioning. It acts as a comprehensive project dashboard for managing the entire academic publishing journey.

This guide provides essential instructions for authors submitting research to the ECAI conference, focusing on creating credible and reproducible artifacts. It strongly cautions authors about misconceptions regarding separate artifact badges, emphasizing that credibility must be built into the paper and supplement for direct reviewer judgment. Guidelines are provided for matching the artifact (code, proofs, data) to the specific contribution type (Theory, ML, Optimization).