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academic-paper-review

Analyze academic papers from URLs or PDFs into structured peer-review assessments.

6|2|Updated Apr 10, 2026
Search Tags:#critical thinking#literature review#research analysis#methodology assessment#academic paper review
One-click install
npx skills add https://github.com/hackeshackes/deerfllow-BY --skill academic-paper-review-hackeshackes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: academic-paper-review
Source: https://github.com/hackeshackes/deerfllow-BY/tree/main/skills/public/academic-paper-review
Command: npx skills add https://github.com/hackeshackes/deerfllow-BY --skill academic-paper-review-hackeshackes

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a structured, peer-review-quality analysis of academic papers, research articles, and scientific publications, helping users review, analyze, critique, or summarize research work.

Core Features & Use Cases

  • Comprehensive Review: Offers structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback.
  • PDF and URL Parsing: Supports comprehensive structured reviews from uploaded PDFs or fetched URLs, including arXiv links.
  • Use Case: Ideal for researchers, academics, or anyone needing a detailed analysis of a paper, including peer review preparation or research evaluation.

Quick Start

Use the academic-paper-review skill to review the paper with URL 'https://arxiv.org/abs/1901.00001'.

Frequently Asked Questions about academic-paper-review

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

FAQPage Schema
Can I perform a methodology assessment on an uploaded PDF research article?▼

Yes, you can perform a methodology assessment on uploaded PDF research articles. The skill parses academic content from PDFs to produce structured critiques evaluating the research design and methodology alongside contribution evaluation.

What does a structured peer-review-quality analysis include for a research article?▼

A structured peer-review-quality analysis includes methodology assessment, contribution evaluation, literature positioning, and constructive feedback. It parses academic content to deliver comprehensive research analysis and critique for scientific publications.

Does this research analysis tool support literature positioning and contribution evaluation?▼

Yes, academic paper review supports literature positioning and contribution evaluation. It analyzes scientific publications to place the research within existing literature and assess its overall contribution to the field.

How do I prepare for peer review with structured research analysis?▼

Prepare for peer review by submitting a paper URL or PDF to generate a structured research analysis. The output provides constructive feedback and critical thinking insights, helping you evaluate methodology and research contributions effectively.

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