What problem does it solve? Turning a raw lecture transcript into usable study notes is slow and error-prone, especially for mixed English-Hebrew shiurim where source citations, nested argument structure, and bidirectional text rules must be preserved exactly. ## Core Features & Use Cases - Transcript-to-outline conversion: Reads a full lecture transcript and produces a deeply nested Markdown outline that follows the lecture in order, preserving every developed topic, question, answer, and example. - Dual language branches: Supports English concept or chronological lecture layouts and an English-Hebrew shiur layout with Hebrew-script Torah terminology, source-first citation items, and correct logical-order bidirectional text handling. - Revision of existing notes: Applies targeted operations (append, expand, replace, reorganize, correct) while preserving unrelated Markdown verbatim. - Use Case: A student records a Talmud shiur with Lectern, then asks the agent to turn the transcript into notes; the output is a structured outline with sections like הקדמה and שיטת רש״י, explicit Q/A items, and properly nested שקלא וטריא. ## Quick Start Ask the agent to turn the attached lecture transcript into student outline notes, specifying whether it is an English lecture or an English-Hebrew shiur.
