paper2slides: Transform any arXiv papers into slides using LLMs

by takashiishida · Agent Tool · ★ 94

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install paper2slides

git clone https://github.com/takashiishida/paper2slides.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

llmllm-agentopenaiopenai-apiprompt-engineering

Quick Facts

Stars94
Forks9
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score66/100
Open Issues1
Last Updated2026-03-17
Created2024-07-07
Platformspython
Est. Tokens~684k

About paper2slides

paper2slides Transform any arXiv papers into slides using LLMs! This tool is useful for quickly grasping the main ideas of research papers. Some examples of generated slides are in the Demo directory. Installation Python 3.10 or higher is required. To install: Clone this repository: Install the required Python packages: Ensure is installed and available in your system's PATH.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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