Skill UI

This guide provides comprehensive instructions for structuring and refining manuscripts intended for IMFER, ensuring the prose resonates with both academic referees and policy readers. It covers the structure of the introduction, the format of the abstract (including JEL codes and italicization), and maintains consistency in style, tone, and quantification.

This guide establishes standards for reporting reproducibility in robotics research, addressing the difference between traditional ML and physical systems. It mandates that every claim must be classified as either 'rerunnable' (executable code/simulation) or 'auditable' (detailed logs, hardware specs, and protocols). It covers creating a complete evidence map, detailing the hardware specification ledger, explicitly reporting the sim-to-real gap, and writing an honest availability statement, all within the main paper body.

A comprehensive guide for authors submitting research to sensor network and information processing conferences. It instructs authors on how to write the 'Related Work' section by focusing on 'delta-first contrast' rather than simple citation listing, ensuring novelty is measured against both system-level and theoretical prior art.

This comprehensive guide outlines established best practices for developing robust, high-quality applications using Helidon 4 (SE and MP) in Java 21+. It covers API migrations, project structure, dependency management, and architectural patterns for both MicroProfile and standalone services, ensuring adherence to modern Jakarta EE standards and scalable web development patterns.

A specialized guide for articulating the originality of international economics manuscripts, specifically tailored for journals like JIE. It teaches authors how to structure their contribution by focusing on whether the novelty lies in the motivation (new data/fact) or the modeling structure (new mechanism), ensuring the work passes the journal's rigorous originality gate for both trade and international macro/finance fields.

This skill acts as a central router for manuscripts targeting The Journal of Law and Economics (JLE). It guides the user through the entire research lifecycle—from initial topic selection and literature positioning to rigorous identification, robustness testing, writing, and final submission/rebuttal. It helps diagnose the current bottleneck and suggests the next specialized skill to use, ensuring adherence to JLE's high standards for empirical economic analysis of law.

This guide provides a structured framework for developing robust conceptual arguments in marketing manuscripts. It teaches users how to ground theory in real-world phenomena, specify causal mechanisms, and derive measurable predictions. It addresses both theory-first and empirics-first research routes, helping authors build the minimum sufficient conceptual structure required for high-impact academic publishing.

This tool guides researchers through the entire process of preparing a manuscript for submission to the Journal of Money, Credit and Banking (JMCB). It acts as a structured router, diagnosing bottlenecks and recommending the next specialized skill (e.g., identification, empirical design, rebuttal) needed at each stage, from topic selection to final revision.

This skill guides authors on structuring the contribution of their marketing research manuscript, particularly for submission to the Journal of Marketing Research (JMR). It emphasizes meeting JMR's dual requirement: clearly stating both the novel substantive/theoretical insight and the methodological credibility/advance. It provides genre-specific advice for behavioral, econometric, and methods papers to ensure the argument is rigorous and impactful.

This router guides authors through the entire lifecycle of a manuscript targeting the Journal of Econometrics (JoE). It diagnoses the current bottleneck—from initial idea generation and methodological positioning to data analysis, writing, and final submission/rebuttal—and recommends the precise specialized skill to invoke next, ensuring the work meets the high standards of econometric theory and evidence.

This skill acts as a comprehensive workflow router for submitting empirical research to the Journal of Operations Management (JOM). It guides researchers through every stage of the manuscript lifecycle, from initial topic selection and theory development to rigorous data analysis, contribution framing, and point-by-point rebuttal. It does not replace specialized skills but diagnoses the current bottleneck and suggests the appropriate next step in the submission process.

A comprehensive guide for authors to position their ML systems research by mapping the vast, scattered literature across multiple venues (OSDI, SOSP, NeurIPS, open-source projects). It details how to audit novelty, handle fast-moving advancements, and write a defensible delta statement against both academic and industrial prior work.