ljg-paper

Summarize research papers from arXiv links or PDFs into plain-language takeaways.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/lightxue/dotfiles --skill ljg-paper-lightxue
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ljg-paper
Source: https://github.com/lightxue/dotfiles/tree/main/agent/skills/ljg-paper
Command: npx skills add https://github.com/lightxue/dotfiles --skill ljg-paper-lightxue

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Paper understanding is often hindered by jargon and dense structure. This Skill distills research papers into clear, actionable ideas for non-academic readers, enabling faster personal comprehension without academic critique.

Core Features & Use Cases

  • Automatically extract and translate key ideas from papers (arXiv, PDFs) into plain-language summaries.
  • Provide quick, multi-language-friendly explanations suitable for busy professionals and curious non-experts.
  • Use Case: when someone shares a research paper or asks you to analyze one, generate an accessible, takeaway-focused summary with central concepts.

Quick Start

Ask me to summarize the paper you found; provide the arXiv or PDF link, and I will return a concise plain-language digest of the core ideas.

Frequently Asked Questions about ljg-paper

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

FAQPage Schema
How do I summarize a research paper into plain language for non-academic readers?

To summarize a research paper into plain language, provide an arXiv link, paper URL, or PDF to distill dense academic jargon into concise, accessible takeaways focused on core ideas.

Can I get a non-technical summary directly from an arXiv link or PDF?

Yes, you can get a non-technical summary directly from an arXiv link or PDF by sharing the source, which triggers automatic extraction and translation of key research ideas into accessible explanations.

What is the best way to understand central concepts from a research paper without an academic background?

The best way to understand central concepts without an academic background is using a plain-language digest that extracts actionable ideas and provides a brief evaluation without academic critique.

Does this paper summarization approach work for busy professionals who need quick multi-language explanations?

Yes, this paper summarization approach works for busy professionals by providing quick, multi-language-friendly explanations that translate dense research structures into actionable, idea-focused takeaways.

Do I need any external tools to analyze a research paper and extract key ideas?

No, you do not need any external tools to analyze a research paper and extract key ideas, as the processing logic requires no dependencies beyond its own internal mechanism to generate summaries.

Are there limitations when using plain-language summaries for research paper understanding?

Limitations of plain-language summaries include the exclusion of academic critique and deep technical analysis, focusing solely on accessible takeaways rather than comprehensive scientific evaluation.