paper-reading-coach

To improve academic paper reading comprehension, this Skill uses adaptive Socratic coaching to test your understanding of research claims, mechanisms, and evidence instead of passively summarizing the text. It transforms the AI into an active research partner through targeted questioning.

The best way to use Socratic questioning for research reading is through node-required questions that verify your grasp of mechanisms and evidence. This Skill facilitates deep comprehension by actively testing your understanding of claims rather than simply providing direct answers.

Yes, you can switch between skimming for main lines and deep-reading for mechanisms, evidence, and limitations. These adaptive reading modes allow you to seamlessly transition your focus based on the specific section of the academic paper you are analyzing.

To generate review notes after finishing a paper, the Skill automatically creates final syntheses, exam-style reviews, and memory notes. This solidifies your learning and ensures long-term retention of the technical report's core research content.

Yes, Socratic coaching requires integration with an AI agent environment. This environment is necessary to manage your reading state, document navigation, and user-led inquiry throughout the interactive academic reading experience.