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paper-review

Analyze academic papers and generate structured peer reviews with standardized scoring.

1|Updated Jan 30, 2026
Search Tags:#academic#PDF#LaTeX#reproducibility#paper-review#review-criteria#improvement-plan
One-click install
npx skills add https://github.com/xdrshjr/JR-Agent-Skills --skill paper-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: paper-review
Source: https://github.com/xdrshjr/JR-Agent-Skills/tree/main/paper-review
Command: npx skills add https://github.com/xdrshjr/JR-Agent-Skills --skill paper-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill analyzes academic papers and generates structured peer reviews with standardized scoring, saving time and ensuring consistent feedback across submissions.

Core Features & Use Cases

  • Structured Evaluation: Generates comprehensive reviews with standardized sections and scoring.
  • Input Flexibility: Accepts PDF and LaTeX sources for analysis.
  • Improvement Plan: Produces a detailed plan for revisions and resubmission.
  • Use Case: A researcher uses the skill to review a NeurIPS submission, then exports both a review and an improvement plan for authors.

Quick Start

Activate the paper-review skill and provide your paper file (PDF or LaTeX). Then specify language and target venue to tailor formatting and criteria, and review output will be generated automatically.

Frequently Asked Questions about paper-review

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

FAQPage Schema
How do I generate a structured peer review for an academic paper?▼

To generate a structured peer review, provide your academic paper as a PDF or LaTeX file and specify the target conference or journal. The tool analyzes the input and outputs a standardized review document with scoring and an improvement plan.

Can I use LaTeX source files to get an automated paper review?▼

Yes, you can use LaTeX source files for an automated paper review. The tool accepts LaTeX inputs alongside PDFs, analyzing the source to generate structured feedback and a detailed improvement plan.

Does the automated review format adjust to specific conference or journal criteria?▼

Yes, the automated review format adjusts to specific conference or journal criteria. You specify the target venue, and the tool aligns its standardized scoring and review sections with the established criteria of that venue.

What is included in the output of an automated paper evaluation?▼

An automated paper evaluation outputs a detailed review document with standardized scoring and a comprehensive improvement plan. The review is structured with specific sections and aligned with reproducibility expectations.

How does the tool handle reproducibility expectations during a peer review?▼

The tool handles reproducibility expectations by explicitly evaluating the paper against established reproducibility criteria. It integrates this assessment into the structured review document and the subsequent improvement plan.

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