reading-papers

Guide academic paper study through three-pass LLM-assisted reading phases.

Updated Jul 13, 2023
One-click install
npx skills add https://github.com/ziyunli/quartz --skill reading-papers
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reading-papers
Source: https://github.com/ziyunli/quartz/tree/main/.claude/skills/reading-papers
Command: npx skills add https://github.com/ziyunli/quartz --skill reading-papers

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of studying academic papers by providing LLM-assisted guidance through a structured three-pass reading framework, helping users to efficiently comprehend, analyze, and organize research.

Core Features & Use Cases

  • Structured Reading Framework: Guides users through Keshav's three-pass method (Orient, Comprehend, Reconstruct) with LLM support at each stage.
  • LLM-Assisted Analysis: Facilitates deep dives into paper content, clarifies terms, explains figures, and engages in adversarial Q&A.
  • Organization & Publishing: Assists in organizing notes into PARA topics or publishing key insights as blogmarks.
  • Use Case: When faced with a dense research paper, use this Skill to first get a general overview, then to deeply understand its methodology and findings, and finally to critically evaluate its contributions and identify potential weaknesses.

Quick Start

Use the reading-papers skill to help me understand the attached paper 'paper.md' by starting with Pass 1.

Frequently Asked Questions about reading-papers

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

FAQPage Schema
How do I read academic papers more efficiently using LLM assistance?

To read academic papers efficiently, this Skill applies LLM assistance to guide you through a three-pass framework: orientation for a general overview, comprehension for deep analysis, and reconstruction for critical evaluation and note organization.

What is the three-pass reading framework for research papers?

The three-pass reading framework is a structured method for academic paper comprehension. It involves orientation for a general overview, comprehension to clarify terms and analyze figures, and reconstruction to engage in adversarial Q&A and critically evaluate contributions.

How can I organize research notes into PARA topics?

You can organize research notes into PARA topics by using the LLM assistance provided during the reconstruction phase. This feature helps structure your academic paper insights and clarifications into the PARA knowledge management system for better retrieval.

Can I use LLM to clarify terms and analyze figures in dense research papers?

Yes, you can use LLM assistance to clarify terms and analyze figures within the comprehension phase. The Skill facilitates deep dives into paper content, explaining complex academic concepts and visual data to improve reading comprehension.

Does this reading comprehension approach support publishing notes as blogmarks?

Yes, this reading comprehension approach supports publishing notes as blogmarks. During the reconstruction phase, the LLM assists in organizing your evaluated academic paper insights into either PARA topics or blogmarks for knowledge sharing.

What's the best way to critically evaluate an academic paper's contributions?

The best way to critically evaluate academic paper contributions is through the reconstruction phase using adversarial Q&A. This LLM-assisted technique helps identify potential weaknesses and apply the 5 C's evaluation framework during your research analysis.