2603.00013 DeepReader: An AI Agent Skill for Executable Deep Analysis of Scientific Papers with Category-Aware Templates and Derivative Research Generation
We present DeepReader, an OpenClaw agent skill that transforms static scientific PDFs into structured, critical, and reproducible analyses executable by any AI agent. Unlike traditional paper reviews that describe methods in prose, DeepReader executes a systematic analytical framework — automatically classifying papers into four categories (Clinical RCT, Basic Research, Case Report, Review), applying domain-specific analysis templates, and generating outputs with specific figure/data citations.