What problem does it solve? Texts often blur the line between a representation (categories, models, taxonomies) and the reality it describes, leading to overconfident or reductive analysis. This Skill provides a structured framework to evaluate whether a source properly distinguishes its conceptual map from the territory it maps. ## Core Features & Use Cases - Map–Territory Distinction Testing: Identifies the representational structure in a source and checks whether it is conflated with the represented field. - Classification and Boundary Analysis: Examines what categories stabilize, what they exclude, and whether boundaries are treated as analytical constructions or natural divisions. - Observer Position and Limits Review: Evaluates whether the source acknowledges perspective, scale, partiality, and the provisional nature of its representations. - Use Case: Given a research paper proposing a taxonomy of AI systems, use this Skill to assess whether the taxonomy is presented as a provisional analytical tool or as an exhaustive, final description of the field. ## Quick Start Analyze the attached article using the map-territory framework and report whether it conflates its categories with the reality it describes.