paper-reader

Analyzes academic research papers to produce structured summaries and critical evaluations.

6|1|Updated Jul 1, 2026
One-click install
npx skills add https://github.com/PancrePal-xiaoyibao/VitaForge --skill paper-reader-pancrepal-xiaoyibao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-reader
Source: https://github.com/PancrePal-xiaoyibao/VitaForge/tree/main/.gemini/skills/paper-reader
Command: npx skills add https://github.com/PancrePal-xiaoyibao/VitaForge --skill paper-reader-pancrepal-xiaoyibao

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the cognitive load and time-consuming nature of academic literature review by providing structured, critical, and cross-disciplinary analysis of research papers.

Core Features & Use Cases

  • Structured 精读 (Deep Reading): Automatically generates a standardized report covering core contributions, methodology, and critical evaluation.
  • Critical Assessment: Identifies logical gaps, evidence weaknesses, and potential methodological limitations in research.
  • Use Case: When preparing for a literature review or journal club, use this Skill to quickly synthesize a paper's core findings and generate insightful questions for the authors.

Quick Start

Use the paper-reader skill to perform a critical analysis of the provided research paper PDF.

Frequently Asked Questions about paper-reader

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

FAQPage Schema
How do I perform a critical analysis of an academic research paper?

Critical analysis of academic research papers involves evaluating core contributions, methodology, and evidence. This skill provides structured summaries and identifies logical gaps or methodological limitations to support evidence-based inquiry.

What is the best way to conduct an interdisciplinary literature review?

Interdisciplinary literature review requires cross-domain knowledge integration and standardized academic reporting. This skill synthesizes core findings across research papers to generate structured reports and insightful questions for journal club preparation.

How does deep reading methodology assessment work for research papers?

Deep reading methodology assessment evaluates research methodology and evidence weaknesses in academic papers. It generates a standardized report covering core contributions, critical evaluation, and potential methodological limitations for evidence-based inquiry.

Can I use this skill to identify logical gaps in scientific literature?

Yes, identifying logical gaps in scientific literature is a core function. The skill performs critical assessment of research papers to pinpoint evidence weaknesses, methodological limitations, and gaps in reasoning for standardized academic reporting.

Does this skill work with PDF research papers for academic review?

Yes, the skill processes PDF research papers to provide structured summaries and critical insights. It analyzes the provided research paper PDF to perform critical analysis, methodological evaluation, and cross-domain knowledge integration.

When do I need structured critical review for a journal club presentation?

Structured critical review is needed when preparing for a literature review or journal club. Use this skill to quickly synthesize a paper's core findings and generate insightful questions for the authors, reducing cognitive load.