academic-paper-reviewer

Simulate multi-perspective academic peer review with editorial decisions and revision roadmaps.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/box755/simlens-research --skill academic-paper-reviewer-box755
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: academic-paper-reviewer
Source: https://github.com/box755/simlens-research/tree/main/skill-packs/academic-research-skills/academic-paper-reviewer
Command: npx skills add https://github.com/box755/simlens-research --skill academic-paper-reviewer-box755

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It helps you obtain a structured academic peer-review-style assessment of a paper from multiple reviewer personas, producing an editorial decision and a revision roadmap you can directly use.

Core Features & Use Cases

  • Multi-perspective review simulation: Generates independent reports from an EIC, methodology-focused reviewer, domain expert reviewer, perspective/cross-disciplinary reviewer, and a Devil's Advocate reviewer that stress-tests core logic.
  • Mode-based workflows: Supports full review, verification re-review of revisions, quick triage, methodology-only focus, Socratic guided revision coaching, and reviewer calibration for confidence disclosure.
  • Actionable editorial outputs: Produces a consensus-based editorial decision letter plus a prioritized revision roadmap that can be fed into paper revision workflows.

Quick Start

Use the academic-paper-reviewer skill to review the paper you provide and return five independent review reports plus an editorial decision and revision roadmap.

Frequently Asked Questions about academic-paper-reviewer

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

FAQPage Schema
How do I get a multi-perspective peer review for my academic paper before submission?▼

To get a multi-perspective peer review, you can simulate independent reviewer personas including an EIC, methodology expert, and Devil's Advocate that generate structured reports and an editorial decision. This provides a prioritized revision roadmap to improve your manuscript before actual journal submission.

What is a Devil's Advocate review and how does it stress-test methodology?▼

A Devil's Advocate review is a simulated peer review persona that stress-tests the core logic and methodology of your academic paper. It identifies potential vulnerabilities in your arguments, ensuring your research methodology can withstand critical scrutiny during actual editorial decisions.

Can I run a focused methodology review without generating a full peer review report?▼

Yes, you can select a methodology-focus mode to run a targeted methodology review without generating full peer review reports. This operational mode isolates methodology checks, providing a quick critique of your research design and methods.

How do I verify if my manuscript revisions address previous referee comments?▼

You can verify manuscript revisions by selecting a re-review mode that cross-checks your updated paper against previous referee comments. This post-revision verification process synthesizes outputs to determine if your changes meet the failure-condition precedence for acceptance.

Does this peer review simulation support calibration of reviewer accuracy for specific domains?▼

Yes, the peer review simulation supports a calibration mode designed to disclose reviewer confidence and calibrate accuracy for a given academic domain. This mode evaluates how well the simulated reviewer personas align with domain-specific editorial standards.

What is the best way to generate an editorial decision and revision roadmap from a manuscript?▼

The best way to generate an editorial decision and revision roadmap is to run a full review simulation that synthesizes independent reports from multiple reviewer personas. This produces a consensus-based decision letter and a prioritized roadmap directly applicable to your paper revision workflow.