academic-paper-review

Name: academic-paper-review
Availability: InStock
Author: easyspace-ai

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

Updated Apr 7, 2026

Search Tags:#template #pdf #analyze #literature #arxiv #peer-review #academic-papers

Ready to run

npx skills add https://github.com/easyspace-ai/minote --skill academic-paper-review

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: academic-paper-review
Source: https://github.com/easyspace-ai/minote/tree/main/skills/public/academic-paper-review
Command: npx skills add https://github.com/easyspace-ai/minote --skill academic-paper-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides structured, peer-review-quality analyses of academic papers and research publications. It extracts metadata, evaluates methodology, positions the work within the broader literature, and offers actionable feedback following a standard review template.

Core Features & Use Cases

Parse and comprehend academic papers from uploaded PDFs or fetched URLs
Generate structured reviews following top-venue templates (NeurIPS, ICML, ACL, Nature, IEEE)
Assess methodology, novelty, and literature positioning; provide actionable recommendations
Optional: Produce executive summaries and targeted literature guidance for researchers

Quick Start

Provide a PDF or URL of the paper and request a peer-review-style evaluation following the standard template.

Frequently Asked Questions about academic-paper-review

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

FAQPage Schema

How do I generate a peer review for an arXiv paper?▼

To generate a peer review for an arXiv paper, provide the paper's URL to receive a structured evaluation. The analysis extracts metadata, assesses methodology, and delivers actionable recommendations following standard academic templates.

Can I analyze an academic PDF and get a structured methodology critique?▼

Yes, you can upload an academic PDF to obtain a structured methodology critique. The analysis evaluates the paper's strengths, weaknesses, and literature positioning to produce a peer-review-grade assessment.

What is included in a standard academic paper review template?▼

A standard academic paper review template includes a summary, strengths, weaknesses, methodology critique, literature positioning, and actionable recommendations. This structured format mirrors top-venue templates like NeurIPS, ICML, ACL, Nature, and IEEE.

Does this analysis work for domain-specific science and engineering papers?▼

Yes, the analysis supports domain-agnostic reviews across science and engineering papers. It comprehends academic publications from various fields and assesses them using a standardized peer-review template.

What's the best way to evaluate research novelty and literature positioning?▼

The best way to evaluate research novelty and literature positioning is through a structured peer-review analysis. This process assesses the paper's contributions against existing literature and generates actionable feedback for researchers.

Can I get an executive summary along with the peer-review evaluation?▼

Yes, you can request an executive summary alongside the peer-review evaluation. The analysis can produce targeted literature guidance and concise summaries to help researchers quickly grasp the paper's core contributions.