What problem does it solve? Graduate students often struggle to structure Qualifying Exam reports, Thesis Proposals, and Final Theses according to advisor expectations, and risk plagiarism flags or formatting errors when converting published papers into thesis chapters. ## Core Features & Use Cases - Stage-Specific Structures: Provides chapter-by-chapter outlines with page estimates for QE reports, Thesis Proposals, and Final Theses based on real exemplars. - Paper-to-Thesis Conversion Checklist: Covers terminology changes ("paper" to "thesis", "section" to "chapter"), figure reformatting, and reference updates. - Plagiarism & Defense Guidance: Enforces rewriting rules to keep iThenticate similarity under 20%, plus a full submission timeline and 40-slide defense deck structure. - Use Case: A PhD student with three published papers asks for a Thesis Proposal outline and receives a complete chapter structure, conversion checklist, and a 2-3 day work plan. ## Quick Start Ask the assistant to outline a thesis proposal based on your three published papers on graph neural networks.