Analyze research papers from PDF or extracted text and turn them into detailed, narrative-style markdown knowledge-base notes. Use when the user provides a paper PDF, arXiv link, extracted text, or asks for deep paper reading, PDF archiving, sub-agent paper analysis, or integration into a Categories/Topics/References knowledge base.