paper-talk

Generate a conference talk package with slides, Beamer, PPTX, speaker notes, and script from a paper.

Updated Apr 21, 2026
One-click install
npx skills add https://github.com/Shallow-W/llm-wiki --skill paper-talk-shallow-w
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-talk
Source: https://github.com/Shallow-W/llm-wiki/tree/main/.claude/skills/paper-talk
Command: npx skills add https://github.com/Shallow-W/llm-wiki --skill paper-talk-shallow-w

SYSTEM DOCUMENTATION & REQUIREMENTS

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.

Frequently Asked Questions about paper-talk

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a conference talk from a research paper automatically?

To generate a conference talk from a research paper, use an end-to-end pipeline that creates a slide outline, Beamer source, editable PPTX, speaker notes, and a full talk script while preserving original inputs and preventing content invention.

Can I create editable PPTX and Beamer slides from an academic paper?

Yes, you can create editable PPTX and Beamer slides from an academic paper by converting the document content into a slide outline and exporting it to both formats, ensuring projector-friendly aesthetics without altering the original content intent.

How do I perform a claim and citation audit for a conference presentation?

To perform a claim and citation audit for a conference presentation, run an assurance ladder that checks your generated talk package against the original paper to reduce unsupported claims, bad citations, and anonymity leaks for top venue submissions.

What is the best way to prepare speaker notes and a talk script from a paper?

The best way to prepare speaker notes and a talk script from a paper is to use an automated talk generation pipeline that produces per-slide speaker notes and a full word-for-word script while enforcing speaker-note stability.

Does the generated conference talk package support anonymity checks for blind submissions?

Yes, the generated conference talk package supports anonymity checks for blind submissions by running an optional anonymity scan that detects potential identity leaks within the slides, speaker notes, and full talk script.

Can I resume generating a conference talk from a prior slide outline?

Yes, you can resume generating a conference talk from a prior slide outline by using the optional resume feature, which continues the pipeline while enforcing export-integrity validation for consistent final artifacts.