paper-analyzer

Analyze a scholarly paper and generate a structured note with abstract translation, methodology breakdown, experiments evaluation, and knowledge-graph update.

1.0k|117|Updated Feb 26, 2026
One-click install
npx skills add https://github.com/OpenLAIR/dr-claw --skill paper-analyzer-openlair
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-analyzer
Source: https://github.com/OpenLAIR/dr-claw/tree/main/skills/paper-analyzer
Command: npx skills add https://github.com/OpenLAIR/dr-claw --skill paper-analyzer-openlair

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The Paper Analyzer automates deep analysis of a scholarly paper and outputs a structured note that captures key insights, methodology, experiments, and a knowledge-graph update.

Core Features & Use Cases

  • Deep, end-to-end analysis of a single paper, with translated abstract, methodology breakdown, experiments evaluation, and a knowledge-graph update.
  • Generates a structured note suitable for literature reviews, grant proposals, and project planning.
  • Integrates with an Obsidian vault to organize notes and graph relationships.

Quick Start

Provide an arXiv ID to the Paper Analyzer to generate a structured note and update the knowledge graph.

Frequently Asked Questions about paper-analyzer

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

FAQPage Schema
How do I generate structured notes from a research paper for a literature review?

Generate structured notes from a research paper by providing an arXiv ID to the analyzer, which outputs a translated abstract, methodology breakdown, experiment evaluation, and knowledge-graph update for your literature review.

Can I analyze a single arXiv paper and automatically update my Obsidian knowledge graph?

Yes, you can analyze a single arXiv paper and automatically update your Obsidian knowledge graph by running the analysis scripts, which save structured notes and map relationships directly into your local vault.

What is included in an automated methodology breakdown and experiment evaluation for scholarly papers?

An automated methodology breakdown and experiment evaluation for scholarly papers includes a translated abstract, detailed analysis of the core methodology, assessment of experimental results, and a structured knowledge-graph update.

Do I need Python and an Obsidian vault to analyze papers and generate research notes?

Yes, you need Python-based tooling to run the analysis scripts and access to a local Obsidian vault to save the generated research notes and update the knowledge graph relationships.

Can I use this single-paper deep-dive analysis for journal articles or only arXiv papers?

You can use this single-paper deep-dive analysis for both arXiv papers and journal articles, as the tooling supports deep analysis across these sources for research synthesis and literature reviews.

What are the limitations of automating literature reviews with a knowledge-graph update approach?

The approach is limited to single-paper deep-dive tasks and requires a local Obsidian vault with Python tooling, meaning it does not natively process bulk PDFs or export to other note-taking formats.