Skill UI

This skill guides researchers in pressure-testing the significance and general appeal of a historical project before committing extensive archival time. It helps determine if a topic matters to the broader historical discipline, rather than being merely local or subfield-specific, aligning the work with the standards of flagship academic journals.

This guide helps researchers assess the optimal venue for their work, determining if their project aligns best with AISTATS, or if it is better suited for major ML conferences (NeurIPS, ICML, ICLR), UAI, or specific statistics journals. It emphasizes the need for strong statistical foundations, inference guarantees, and the unique intersection of AI, ML, and statistics before starting the writing process.

This skill provides a rigorous framework for political scientists to pre-test their research projects against the standards of the American Journal of Political Science (AJPS). It evaluates whether a topic has a sharp, generalizable question, demonstrates strong causal identification, provides a substantive theoretical contribution, and fits the appropriate submission type (Article, Research Note, Correspondence). Use this before committing significant time to writing.

The American Journal of Sociology (AJS) prizes theoretical ambition and general significance over subfield novelty. This guide provides a rigorous framework and a four-part test to help researchers pressure-test their ideas. It assesses whether a project engages with the broadest sociological debates, possesses a portable theoretical payoff, and is framed for the most appropriate academic venue (AJS vs. ASR).

This skill serves as the central workflow router for manuscripts submitted to the American Journal of Sociology (AJS). It guides authors through the entire academic lifecycle, from initial topic selection and theoretical framing to research design, data analysis, and final submission/rebuttal. It helps authors determine the appropriate next step based on the manuscript type (research article, comment, reply) and current stage, ensuring the work meets AJS's high standard for theoretical ambition and sociological dialogue.

This comprehensive framework guides researchers on assessing the suitability of a candidate literature topic for a high-impact, integrative academic review (e.g., Annals). It requires the topic to pass five critical criteria—Maturity, Importance, Fragmentation, Integrability, and Tractable Scope—ensuring the resulting review addresses a profound 'problem with the field' and proposes a forward-looking agenda, rather than just summarizing existing knowledge.

This skill guides researchers to pressure-test their anthropological project's suitability for a major journal like American Anthropologist (AA). It emphasizes achieving "four-field reach"—ensuring the findings matter broadly to all subfields (sociocultural, archaeology, biological, linguistic)—rather than being merely novel within a single niche. Use it before committing to fieldwork or writing to assess global impact, theoretical contribution, and ethical rigor.

A structured guide for academic researchers to scope and sanity-check research ideas for top-tier management journals like the Academy of Management Journal (AMJ). It ensures the topic is theory-driven, empirically feasible, and addresses a theoretical tension, helping authors elevate a vague idea into a publishable, impactful scholarly question.

This comprehensive workflow acts as a systematic router for authors writing empirical management papers for the Academy of Management Journal (AMJ). It guides users through the entire research lifecycle—from initial topic selection and theory development, through rigorous methodology and data analysis, to refining writing style, and finally managing the submission and rebuttal process. It ensures the manuscript meets the high standards of theoretical and empirical contribution required by top-tier academic journals.

This comprehensive workflow guides authors through the complex, multi-stage process of developing a purely theoretical contribution for an Academy of Management Review (AMR) submission. It acts as a router, directing the user to specific specialized skills at each point of the scholarly writing process, from topic selection to contribution framing and final polish. It emphasizes that the deliverable is pure theory, not empirical data.

This guide helps researchers determine if their empirical economic manuscript is suitable for submission to AEJ: Economic Policy. It focuses on transforming a clean empirical finding into a policy-driven narrative by identifying a concrete policy lever, stating a clear policy question, and quantifying the welfare or cost-benefit implications.

This router guides the entire lifecycle of writing a comprehensive, integrative review article for the Academy of Management Annals. It is designed to help users sequence their work—from initial topic selection and creating a formal proposal (the gate) to systematic literature synthesis, building an organizing framework, and final revision. It emphasizes the critical, authoritative 'Annals voice' required for field-advancing academic reviews.