paper-talk
Paper Talk automates the full pipeline from paper to polished conference presentation. It produces Beamer and PPTX slides, speaker notes, a complete talk script, and runs optional assurance checks for claims, citations, and anonymity. Choose your talk format, duration, and polish level—from quick drafts to conference-ready submissions.
Paper Talk generates conference-ready slides, speaker notes, and full scripts directly from your research paper.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-22
Paper Talk generates conference-ready slides, speaker notes, and full scripts directly from your research paper. Paper Talk automates the full pipeline from paper to polished conference presentation. It produces Beamer and PPTX slides, speaker notes, a complete talk script, and runs optional assurance checks for claims, citations, and anonymity. Choose your talk format, duration, and polish level—from quick drafts to conference-ready submissions.
Use it when
- Yes.
- Paper Talk includes an audit and verification layer that checks talk claims, validates citations.
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wanshuiyin/Auto-claude-code-research-in-sleep/paper-talk · repository language: Python
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Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
What does Paper Talk do to convert a paper to conference talk slides?
Paper Talk automates the full pipeline from paper to polished conference presentation. It produces Beamer and PPTX slides, speaker notes, a complete talk script, and runs optional assurance checks for claims, citations, and anonymity. You choose your talk format, duration, and polish level—from quick drafts to conference-ready submissions.
Can Paper Talk generate a complete end-to-end academic presentation pipeline?
Yes. Paper Talk handles the entire workflow: it converts your paper into a structured slide outline with time budgets, generates speaker notes and a full talk script, produces slides in multiple formats (Beamer, PPTX, PDF), and optionally audits claims, citations, and anonymity before submission to ensure conference readiness.
Does Paper Talk verify talk claims, citations, and anonymity before submission?
Paper Talk includes an audit and verification layer that checks talk claims, validates citations, and verifies anonymity compliance before you submit. This assurance step helps catch errors and policy violations early, giving you confidence in your presentation's accuracy and conference eligibility.
What output formats does Paper Talk support for exporting talk artifacts?
Paper Talk exports in multiple formats including Beamer, PPTX, and PDF, each with integrity checks to ensure your slides render correctly and maintain fidelity across platforms. This flexibility lets you use the format your conference prefers or switch between them as needed.
How does Paper Talk polish presentation visuals and speaker notes?
Paper Talk refines your presentation visuals and speaker notes for professional delivery by optimizing slide layouts, improving visual hierarchy, and crafting clear, speaker-friendly notes that align with your talk pacing and key messages.
Is Paper Talk suitable for preparing NeurIPS, ICML, or other major conference talks?
Yes. Paper Talk is designed for academic conference presentations at venues like NeurIPS and ICML. It handles the full talk preparation workflow—from paper to polished slides—with built-in assurance checks for claims, citations, and anonymity that align with major conference standards.
SKILL.md
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Paper Talk: End-to-End Conference Talk Pipeline
Workflow: from a completed paper to a conference-ready talk artifact — slide outline, Beamer source, editable PPTX, speaker notes, full talk script, polished visuals, and assurance checks.
Pipeline target: $ARGUMENTS
Assurance Ladder
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