ljg-paper

The ljg-paper skill is designed to help non-academic users understand research papers by extracting and summarizing their core ideas in an accessible way. Rather than focusing on academic critique or technical rigor, the skill translates complex papers into practical insights that a smart layperson can grasp. It addresses the challenge of digesting dense academic literature, making it possible for users without specialized domain knowledge to comprehend the problem, methodology, findings, and actionable takeaways of a research paper.

The skill supports multiple input formats including arXiv links, general paper URLs, and PDFs. It generates structured summaries using Org-mode syntax, ensures all diagrams are represented in ASCII art, and adheres to strict writing and formatting guidelines to maintain clarity, conciseness, and readability. Users are guided to produce high-quality notes with precise titles, readable timestamps, and organized file headers, capturing the essence of the paper while avoiding academic jargon or unnecessary embellishments. The title is crafted to be a concise and memorable expression of the paper’s core insight, while the body explains methods, mechanisms, and surprising findings in a way that can be easily understood.

Typical use cases include analyzing newly released research, reviewing papers for personal knowledge, or preparing summaries for discussion or application in practical projects. Target users are non-specialists, professionals, or students who want to extract actionable insights without needing deep academic background. The skill is especially useful when a user needs to quickly grasp the main ideas of a paper and understand its implications in real-world contexts, all while maintaining readability and comprehension for later reference.