What problem does it solve?
It removes the time-consuming, error-prone work of converting an academic paper into a polished, auditable conference talk package (slides + editable PPTX + speaker materials) without inventing content beyond what the paper provides.
Core Features & Use Cases
- End-to-end talk artifact generation: Build a slide outline, generate Beamer + PPTX, and produce word-for-word talk script and per-slide speaker notes.
- Visual polish with integrity: Run per-page slide polish while preserving speaker notes and preventing content replacement or slide reordering.
- Assurance ladder for conference quality: Perform optional claim audit, citation audit, and anonymity scan to produce a final verdict (draft → polished → conference-ready).
- Export and integrity checking: Recompile, render PPTX→PDF, and verify page counts, aspect ratio, notes preservation, and blank-slide constraints.
Quick Start
Run the paper-talk pipeline on your compiled paper directory to generate a polished talk package with assurance checks: Use the paper-talk skill on the folder that contains main.tex and main.pdf.