What problem does it solve? Turning a finished research paper into a well-structured conference talk is time-consuming: choosing slide counts, structuring the narrative, writing speaker notes, and producing both a polished PDF and an editable deck. This Skill automates that conversion for ML and systems conference presentations. ## Core Features & Use Cases - Dual Output Generation: Produces both a Beamer LaTeX PDF for polished typesetting and an editable PPTX via python-pptx for last-minute adjustments. - Talk-Type Templates: Provides slide structure templates for poster-talks (5-8 slides), spotlights (8-12), orals (15-22), and invited talks (25-40), with timing guidance per slide. - Speaker Notes & Systems Specifics: Generates per-slide speaker notes with timing markers and transitions, plus guidance for demo slides, architecture walkthroughs, and evaluation highlights. - Use Case: You have an accepted OSDI paper and a 20-minute oral slot. Use this Skill to extract the thesis, architecture figure, and key results from the paper, then generate a 20-slide Beamer deck and matching PPTX with speaker notes. ## Quick Start Generate an oral conference talk slide deck in both Beamer PDF and PPTX formats from my compiled paper, with speaker notes for each slide.