Research Explained

Interactive explainer pages for AI research papers. Every technical term defined, every concept grounded in analogy.

Pages

Paper	Link	Published
LoRA: Low-Rank Adaptation of Large Language Models	Read the explainer	June 2021
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory	Read the explainer	April 14, 2026
Fast KV Compaction via Attention Matching	Read the explainer	April 13, 2026
Avatar V	Read the explainer	April 13, 2026

Claude Code Skill

The skill/ directory contains a Claude Code skill that generates these pages from a paper URL.

Install

npx skills add https://github.com/terencecho/research-explained --skill skill

Use

In Claude Code, provide a paper URL:

/research-explainer https://arxiv.org/pdf/some-paper.pdf

Or just say "explain this paper" with a PDF link.

What it produces

• Single-file HTML page with all CSS/JS inline
• Sticky sidebar table of contents with scroll tracking
• Hover tooltips on every technical term
• Searchable glossary panel
• Real-world analogies for each concept
• Styled architecture diagrams and pipeline visualizations
• HyperFrames motion graphics for concepts hard to explain with text
• Embedded demo videos from the paper's project page
• Interactive Turing test (if applicable)
• Comprehension quizzes
• Deployable to GitHub Pages