What problem does it solve?
It turns a completed academic paper into a complete, conference-ready talk package (slides, PPTX, speaker notes, and a full talk script) while running assurance checks to reduce unsupported claims, bad citations, and anonymity leaks.
Core Features & Use Cases
- End-to-end talk pipeline: Converts paper content into a slide outline, generates Beamer + editable PPTX, then produces per-slide speaker notes and a full word-for-word talk script.
- Visual polish workflow: Applies per-page visual refinement using a reference (external venue PDF if provided, otherwise the generated Beamer PDF) to improve projector-friendly aesthetics without changing content intent.
- Assurance ladder with audits: Optionally runs claim audit, citation audit, anonymity scan, and export-integrity checks for higher-confidence outputs suitable for top venues and submissions.
Quick Start
Use the paper-talk skill to generate a conference-ready talk by running: paper-talk "paper/" -- assurance: conference-ready -- reference: ./refs/why_rf_2025.pdf -- talk_type: oral -- minutes: 25 -- style: why-rf -- effort: balanced.