Skill UI

A comprehensive guide for authors targeting global ecology and biogeography journals. It assists in evaluating whether a manuscript addresses global or large-scale patterns of biodiversity, tests macroecological theory, and meets rigorous spatial-statistical standards. Covers scope, methodology, and submission best practices.

This skill guides political science scholars through the rigorous process of assessing whether their research project meets the high standards of top-tier journals (e.g., The Journal of Politics). It focuses on evaluating the work for general interest, theoretical innovation, methodological diversity, and appropriate scope (Research Article vs. Short Article) to maximize publication chances.

This skill calculates and documents the residual re-identification risk of de-identified datasets. It goes beyond simple direct identifier removal by assessing the risk posed by quasi-identifiers (age, ZIP, dates). It computes structural metrics like k-anonymity and l-diversity, and runs empirical linkage attacks to provide a defensible memo supporting HIPAA Expert Determination for determining if a dataset is safe for release.