Skill UI

This router guides authors through the entire academic manuscript lifecycle for submissions to the Journal of Public Economics (JPubE). It diagnoses structural bottlenecks and ensures that the research meets all critical gates, starting from initial topic selection and contribution framing, through rigorous data analysis, figure design, drafting, and finally preparing for submission and rebuttal.

This specialized router guides authors through the complex, multi-stage process of writing a manuscript for the Journal of Risk and Uncertainty (JRU). It diagnoses the current bottleneck—be it theoretical representation, empirical elicitation, structural estimation, or writing style—and directs the user to the most appropriate specialized skill needed to advance the research, ensuring the core focus remains on decision-making under risk and uncertainty primitives.

A comprehensive routing tool designed to guide authors through the entire lifecycle of a clinical or global-health manuscript intended for submission to The Lancet. It diagnoses bottlenecks and suggests the next specialized skill to use, ensuring the manuscript meets high standards of clinical importance, global relevance, and policy impact. It covers stages from initial concept and design to reporting, writing, and rebuttal.

This router guides authors through the rigorous, theory-first pipeline required for mathematical finance manuscripts. It helps determine the current stage (e.g., topic selection, proof architecture, contribution framing, revision) and identifies the critical bottleneck, ensuring the paper meets the high standards of major academic journals. Useful for starting new papers or troubleshooting mid-project issues.

This guide maps out the complex, multi-year pipeline for submitting research papers to top-tier computer architecture conferences (e.g., MICRO, ISCA, ASPLOS, HPCA). It details the entire lifecycle, from initial abstract submission and revision through simulation, implementation, and final symposium presentation. It critically emphasizes that the evaluation schedule—the compute-bound sweep queues and simulation cycles—is the most critical path and primary bottleneck for academic research.

A comprehensive guide for authors writing ML systems papers for MLSys. It teaches authors how to structure a technical argument by focusing on a measured bottleneck, naming mechanisms, and structuring the evaluation around research questions. It emphasizes numerical discipline, proper figure usage, and conciseness to fit within conference page limits.

This guide functions as a sophisticated workflow router for authors targeting submission to Molecular Cell. It diagnoses the current stage of a manuscript (e.g., missing data, weak mechanism, need for rebuttal) and recommends the precise next specialized skill needed to address bottlenecks. It ensures the manuscript meets the high bar of mechanistic depth and orthogonal validation required by top-tier molecular biology journals.

This tool serves as a comprehensive workflow router for drafting high-impact Earth-system manuscripts targeting Nature Geoscience. It guides researchers through the entire publication cycle—from initial scope assessment and results framing to methods development, figure design, and critical revision. By diagnosing bottlenecks, it determines the optimal, sequential use of specialized academic skills.

This router provides a structured roadmap for developing a manuscript targeted at Organization Studies (OS). It guides users through the complex, multi-stage academic process, from initial theoretical concept selection and method design to data analysis and final rebuttal. It diagnoses bottlenecks and dictates the precise sequence of specialized theoretical and writing skills required to meet the high theoretical standards of OS.

This tool acts as a comprehensive router for academic manuscript preparation, guiding authors through the complex stages of publishing for high-impact journals like PNAS Nexus. It does not write content, but rather diagnoses the current bottleneck—whether it requires addressing open access rules, polishing the significance statement, refining figures, or structuring the rebuttal. It ensures authors follow the optimal, structured path from initial concept to final submission.

This router guides authors through the complex publication lifecycle for Quantitative Economics (QE) submissions. It diagnoses current bottlenecks—whether in topic framing, data analysis, contribution clarity, or writing style—and directs the user to the precise specialized skill needed at that stage, ensuring a structured path from initial concept to final submission or rebuttal.

This router guides the author through the complex, multi-stage process of submitting a top-tier economics manuscript to the Quarterly Journal of Economics (QJE). It diagnoses the current bottleneck—whether it's conceptual framing, causal identification, robustness checks, or writing style—and directs the user to the appropriate specialized skill stage (e.g., literature positioning, identifying, rebuttal). It does not replace specialized skills but ensures optimal workflow sequencing.