paper-talk

Convert an academic paper directory into conference-ready slide decks, PPTX, speaker notes, and talk script.

Updated May 25, 2026
One-click install
npx skills add https://github.com/duypham2801/ThS_LLM --skill paper-talk-duypham2801
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-talk
Source: https://github.com/duypham2801/ThS_LLM/tree/main/.claude/skills/paper-talk
Command: npx skills add https://github.com/duypham2801/ThS_LLM --skill paper-talk-duypham2801

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python-pptx.

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.

Frequently Asked Questions about paper-talk

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

FAQPage Schema
How do I convert an academic paper into conference-ready slides and speaker notes?

To convert an academic paper into conference-ready slides, you can use a pipeline that reads your compiled paper directory to generate Beamer decks, editable PPTX files, per-slide speaker notes, and full talk scripts directly from the paper contents.

Can I generate Beamer and PPTX slide decks from my LaTeX paper source files?

Yes, you can generate both Beamer and PPTX slide decks from your LaTeX paper source files by running an automated pipeline on the directory containing your main.tex and main.pdf files to build the presentation artifacts.

How do I audit citations and check for anonymity compliance in conference presentation slides?

You can audit citations and check anonymity compliance in conference presentation slides by running an assurance ladder process that performs claim audits, citation audits, and anonymity scans based on the original paper contents.

Does python-pptx support generating editable speaker notes and talk scripts for academic presentations?

Yes, python-pptx supports generating editable speaker notes and talk scripts for academic presentations by programmatically creating the PPTX files and embedding per-slide notes while verifying byte-stability and preservation.

What is the best way to ensure my generated conference slides do not invent content beyond the original paper?

The best way to ensure generated conference slides do not invent content beyond the original paper is to enforce strict read-only paper consumption and content invariants that prevent content invention, replacement, or slide reordering during generation.

How to verify export integrity and page counts when converting PPTX slides to PDF for a conference talk?

To verify export integrity and page counts when converting PPTX slides to PDF for a conference talk, you can run automated export checks that recompile, render the PPTX to PDF, and validate aspect ratios, notes preservation, and blank-slide constraints.