What problem does it solve? Philosophical and essayistic works often depend on hidden project context—prior conversations, drafts, and methodological decisions—making them unintelligible to external readers. This Skill tests whether a complete text is self-sufficient by simulating a first-encounter reading. ## Core Features & Use Cases - First-Encounter Testing: Reads the work while suspending all prior project knowledge to determine what a new reader can actually reconstruct. - Concept Reconstruction Analysis: Classifies each central concept as explicitly defined, operationally defined, partially reconstructable, or opaque. - Divergence Classification: Distinguishes harmless and productive reader divergences from local ambiguity, structural ambiguity, and conceptual failure. - Use Case: An author finishing a long-form philosophical essay on AI and rhizomatic cartography runs this Skill to verify that readers unfamiliar with the project can still reconstruct the map, nodes, inter-stem nodes, and trajectory without external explanation. ## Quick Start Read the complete attached manuscript as a first-time external reader and report what can and cannot be reconstructed from the text alone.
