Skill UI

This skill guides the transformation of preliminary observations into high-stakes, original academic interventions. It helps users sharpen the central thesis of critical essays, defining the argument's scope, identifying the profound 'so what?' for the discipline, and ensuring the claim is bold, transformative, and defensible through evidence and theory.

Guides scholars in the methodology of Critical Inquiry (CI), where evidence is not data but objects (texts, images, artworks, cases) read closely through theory. This skill teaches how to select objects that rigorously test an argument, perform deep close reading, incorporate counter-evidence, and prepare visual materials to professional journal standards.

This guide teaches writers how to move beyond a literature review to effectively position their argument within an ongoing academic 'conversation.' It outlines the structural map required: identifying the core intellectual debate, pinpointing the existing assumptions (standing view), defining the gap or contradiction (pressure point), and clearly stating the essay's unique contribution (move) and potential implications (payoff). Ideal for advanced academic writing, critical theory, and interdisciplinary research.

This skill helps scholars pressure-test their academic projects to ensure they meet the high standard of a theoretical intervention. It guides users on transforming niche, specialized research into broadly relevant, interdisciplinary arguments suitable for leading critical theory journals. It focuses on shifting the claim's stakes beyond the home field.

Provides a detailed structural guide for writing high-quality literature reviews, specifically tailored for top-tier journals in Public Administration. It coaches users on transitioning from a simple 'listing' format to a critical 'dialogue' format, ensuring proper theoretical anchoring (e.g., Public Administration theory), balancing international and local literature, and clearly defining the paper's unique contribution and knowledge gaps.

This comprehensive guide helps authors assess if their theoretical or interdisciplinary manuscript is a suitable fit for Critical Inquiry. It details the journal's high-theory expectations, the necessity of conceptual intervention, cross-disciplinary stakes, and advanced best practices for academic submission, ensuring work has broad intellectual impact.

This guide helps researchers evaluate if their research question is sufficiently focused on core entrepreneurial mechanisms (e.g., opportunity, effectuation, new venture creation) and if ETP is the appropriate academic home. It provides critical filters (substitution, conversation, practice) to ensure the work is theory-forward and highly relevant to the entrepreneurial discipline.

This guide provides best practices for authors writing the "Related Work" section for interdisciplinary AI conferences. It teaches how to precisely position novelty across multiple domains—including ML fairness, law, HCI, and critical theory—by writing delta-first contrasts and properly attributing borrowed concepts to their original academic source.

This comprehensive router guides researchers through the entire process of developing, analyzing, and submitting a manuscript to the Journal of Accounting and Economics (JAE). It provides a structured roadmap, helping users determine the next critical step—from initial topic selection and theory development to advanced econometrics, contribution framing, and final submission preparation. It ensures that the work maintains a rigorous, economics-based argument using archival data, preventing common pitfalls like vague ideas or insufficient identification strategies.

This guide serves as a comprehensive router for authors preparing manuscripts for the Journal of Consumer Research (JCR). It does not replace specialized skills but guides users through the entire academic publishing cycle—from initial vague ideas and theory gaps to data analysis, conceptual contribution framing, and managing revision/rebuttal cycles. Use it to determine the next critical step in refining your consumer behavior research manuscript.

This tool provides a systematic framework for formalizing complex management and business scenarios into a mathematically well-posed decision problem. It guides users through identifying the five critical elements: decision makers, decision variables, information structure, uncertainty sources, and objectives/constraints. This is essential for ensuring that subsequent models (optimization, game theory, etc.) are correctly structured and viable for rigorous research.

This workflow orchestrates the entire manuscript submission process for the Journal of Applied Psychology (JAP). It guides authors by ensuring the paper addresses two critical standards: a theoretical contribution to I-O science, and high rigor in design and measurement. It routes users through specific stages—from topic selection and theory development to study design, data analysis, and revision.