# Scholargraph

> {

- Skill: `johnalbertini14-glitch/scholargraph` (Agent Skill, multi-file: 20 files)
- Install (CLI): `npx skillmds@latest add johnalbertini14-glitch/scholargraph`
- Raw SKILL.md: https://api.skillmd.com/api/skills/johnalbertini14-glitch/scholargraph/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: johnalbertini14-glitch (https://skillmd.com/u/johnalbertini14-glitch)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/johnalbertini14-glitch/scholargraph

---

{
  "name": "ScholarGraph",
  "description": "An AI-powered toolkit that transforms academic literature into interactive knowledge graphs, enabling researchers to discover connections, track scholarly progress, and visualize research landscapes.",
  "version": "1.0.0"
}

# ScholarGraph

ScholarGraph is an intelligent academic research assistant that helps you:

- **Discover relevant papers** through semantic literature search
- **Extract key insights** from full-text PDFs and abstracts
- **Map knowledge relationships** via dynamic knowledge graphs
- **Track research trends** with automated progress monitoring
- **Identify gaps** in existing literature using concept analysis

## Components

- `literature-search`: Finds papers across arXiv, PubMed, and Semantic Scholar
- `paper-analyzer`: Extracts claims, methods, and citations from PDFs
- `knowledge-graph`: Builds interactive networks of concepts and papers
- `progress-tracker`: Monitors new publications in your field
- `concept-learner`: Identifies emerging topics and research gaps

## Requirements

- Python 3.9+
- Node.js 18+
- API keys for Semantic Scholar/arXiv (optional but recommended)