Skill UI

This skill structures and derives research formulas, building coherent derivation packages from scattered notes. It helps users formalize theory lines, organize assumptions, and produce paper-ready derivation documents. Ideal for researchers and students who need to clarify mathematical derivations or rewrite theory notes into structured, coherent presentations.

Guides researchers on transforming descriptive findings into robust, conceptual, and portable geographic arguments. This skill focuses on developing a core theoretical contribution grounded in geographic concepts like scale, place, space-time, and environmental-society relations, essential for high-level academic manuscripts.

This tool serves as an orchestrator for manuscripts submitted to the Annals of the AAG. It guides authors through the complex submission process by helping define the appropriate academic area (e.g., Human Geography, Physical Geography), the article format (Article, Commentary), and the sequential developmental stages—from topic selection and theory building to data analysis and final submission. It ensures the work is framed legitimately as *geography*.

This tool guides authors to assess whether their management or organizational research manuscript is suitable for the Academy of Management Review (AMR). It focuses on the journal's pure-theory nature, providing detailed checks on conceptual novelty, logical rigor, structural requirements, and identifying potential desk-reject risks for non-empirical, theory-building papers.

A comprehensive framework for translating reduced-form causal estimates (e.g., elasticity, treatment effects) into explicit policy statements. It guides researchers on building clear welfare, cost-benefit, or optimal-policy models, defining sufficient statistics, and articulating distributional effects, ensuring policy claims are rigorously grounded in empirical data.

A comprehensive guide for building and strengthening the conceptual or theoretical framework for academic manuscripts, particularly for submission to top-tier journals like AERJ. It teaches researchers how to ensure that theory drives the entire study—from question generation and design choices to data analysis and interpretation—transforming findings from mere reports into genuine theoretical contributions.

A comprehensive guide for structuring academic arguments, specifically tailored to the high theoretical standards of top-tier journals like AJPS. It helps researchers transform initial ideas into a rigorous framework, defining core mechanisms, stating directional and testable hypotheses before results, and establishing clear scope conditions for empirical, formal, or methodological papers.

This guide helps researchers transform raw empirical findings into portable, discipline-level theoretical contributions suitable for top-tier sociology journals like AJS. It structures the argument by defining core concepts, articulating causal mechanisms, setting scope conditions, and ensuring the theoretical move is generalizable beyond the initial case study.

This skill guides the transformation of rich fieldwork data, material evidence, or linguistic observations into portable, theoretical arguments suitable for high-level anthropological publishing. It structures the conceptual framework, defining core concepts, interpretive mechanisms, and scope conditions, ensuring the contribution moves beyond mere description to generate cross-subfield theoretical insights.

This sophisticated workflow orchestrator is designed for authors submitting manuscripts to *American Anthropologist*. It acts as a guide, routing the user through the necessary stages—from initial idea selection and literature positioning to theory building and ethical review. It ensures the final work maintains a required anthropological breadth, integrating reflexivity and ethics of care throughout the writing process.

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 skill guides the process of elevating specific empirical findings into general, portable theoretical contributions suitable for high-level academic journals. It focuses on structuring the core argument by explicitly defining mechanisms, scope conditions, observable implications, and conceptual stakes, transforming mere results into discipline-level theory.