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academic-paper-review

Extract metadata and assess methodology from academic papers.

Updated Aug 27, 2026
Search Tags:#literature review#peer review#research analysis#methodology assessment#academic paper review
One-click install
npx skills add https://github.com/ainlper/dra-drb2 --skill academic-paper-review-ainlper
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: academic-paper-review
Source: https://github.com/ainlper/dra-drb2/tree/main/deer-flow/skills/public/academic-paper-review
Command: npx skills add https://github.com/ainlper/dra-drb2 --skill academic-paper-review-ainlper

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides in-depth, structured reviews of academic papers, research articles, and scientific publications, offering a comprehensive and balanced assessment of methodology, contribution, and impact.

Core Features & Use Cases

  • Comprehensive Reviews: Delivers peer-review-quality analyses of academic papers.
  • Methodology Assessment: Evaluates the rigor of experimental design, statistical validity, and reproducibility.
  • Contribution Evaluation: Determines the novelty and significance of the research.
  • Literature Positioning: Positions the work within the broader research landscape.
  • Use Case: Ideal for researchers, academics, and students who need to review or analyze academic papers quickly and effectively.

Quick Start

Request a review of the academic paper at this URL: 'https://example.com/paper.pdf'.

Frequently Asked Questions about academic-paper-review

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

FAQPage Schema
How do I get a structured academic paper review from a PDF URL?▼

To get a structured academic paper review, provide the Skill with a paper URL or upload a PDF. It then extracts metadata, assesses methodology, evaluates contribution, and outputs a peer-review-quality analysis in Markdown format.

What does a methodology assessment evaluate in an academic paper?▼

A methodology assessment evaluates the rigor of experimental design, statistical validity, and reproducibility. It determines whether the research methods are sound and if the scientific claims are well-supported by the data.

Can I use this for literature review positioning of my research articles?▼

Yes, you can use this for literature review positioning. The Skill analyzes your research articles and positions the work within the broader research landscape to help you understand its context and significance.

What is the best way to evaluate the novelty and significance of a scientific publication?▼

The best way to evaluate novelty and significance is through a contribution evaluation. This process determines the originality of the research and its potential impact by comprehending the content and assessing the methodology.

Does the academic paper review support formats other than PDF uploads?▼

The academic paper review supports paper URLs, PDF uploads, or direct review requests. It processes these inputs to extract metadata and deliver a comprehensive, structured assessment in Markdown format.

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