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peer-review

Generates structured venue-form peer reviews from paper PDFs with citation verification.

5|1|Updated Apr 7, 2026
Search Tags:#academic research#peer review#paper review#review automation#AI-driven review
One-click install
npx skills add https://github.com/Fzkuji/Research-Agent-Harness --skill peer-review-fzkuji
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: peer-review
Source: https://github.com/Fzkuji/Research-Agent-Harness/tree/main/skills/peer-review
Command: npx skills add https://github.com/Fzkuji/Research-Agent-Harness --skill peer-review-fzkuji

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openai, python, codex, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of writing a venue-form peer review of someone else's paper, ensuring humanization and accuracy.

Core Features & Use Cases

  • Automated Review: Generates a structured peer review using a predefined three-step pipeline.
  • Cross-Model Review: Allows for review by a different model than the one used for writing the paper.
  • Citation Verification: Checks every BibTeX entry against four bibliographic indexes for authenticity.
  • Dialogue or Autonomy: Offers both a Socratic planning mentor and an autonomous run option.

Quick Start

Use the peer-review skill to review a paper with the following command: research-review "path/to/paper.pdf" --venue "ACM MM" -o "output_review.json".

Frequently Asked Questions about peer-review

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

FAQPage Schema
How do I automate peer review for an academic paper?▼

Automate peer review by running a predefined three-step pipeline that drafts, structures, and verifies citations to generate a venue-form review. You can execute this process autonomously or interactively via a Socratic planning mentor.

Can I verify BibTeX citations against bibliographic indexes automatically?▼

Yes, you can verify BibTeX citations automatically by checking every entry against four bibliographic indexes to ensure authenticity and accuracy. This citation verification is built directly into the automated review pipeline.

How does cross-model review ensure objectivity in academic research?▼

Cross-model review ensures objectivity by allowing a different model to review the paper than the one used to write it. This prevents model-specific biases from affecting the final venue-form peer review output.

Do I need Python and OpenAI to generate structured paper reviews?▼

Yes, you need Python and OpenAI dependencies to generate structured paper reviews. These components execute the automated pipeline, handle the Socratic dialogue, and process the input PDF to output a JSON review.

What is the best way to format a peer review for a specific venue like ACM MM?▼

Format a peer review for a specific venue by passing the venue name as a parameter in the command line. The Skill structures the automated review output to match the requirements of venues like ACM MM.

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