academic-paper-checking

Evaluate academic papers against conference standards with a structured scorecard.

14|3|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/ouyangyipeng/AutoPaperBot --skill academic-paper-checking
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: academic-paper-checking
Source: https://github.com/ouyangyipeng/AutoPaperBot/tree/main/academic-paper-cheching-skill
Command: npx skills add https://github.com/ouyangyipeng/AutoPaperBot --skill academic-paper-checking

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a rigorous, structured way to evaluate a completed academic paper against established scholarly standards, helping authors and reviewers identify weaknesses and improve rigor.

Core Features & Use Cases

  • Four-Dimensional Evaluation: Assess Problem Criticality, Insight Validity, Design Inevitability, and Evidence Sufficiency with explicit scoring and justification.
  • Presentation Quality Assessment: Evaluate Logical Closure, Cognitive Load, and Professional Rigor to ensure clear, rigorous writing.
  • Use Case: A researcher submits a draft for internal review; a reviewer generates a detailed improvement plan; a team prepares a pre-submission checklist with prioritized fixes.

Quick Start

Run a full evaluation of a completed academic paper against the four-dimensional framework and generate a structured report with actionable recommendations.

Frequently Asked Questions about academic-paper-checking

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

FAQPage Schema
How do I evaluate my academic paper against top-tier conference standards?

To evaluate an academic paper, apply a four-dimensional framework covering Problem Criticality, Insight Validity, Design Inevitability, and Evidence Sufficiency. This process produces a structured scorecard with prioritized issue lists and actionable recommendations for improvement.

What is the best way to perform a pre-submission check for a research manuscript?

The best way to perform a pre-submission check is to assess presentation quality by evaluating Logical Closure, Cognitive Load, and Professional Rigor. This ensures clear, rigorous writing and produces a prioritized checklist of fixes before submission.

Can I use this approach to generate a detailed improvement plan as a peer reviewer?

Yes, peer reviewers can use this approach to generate a detailed improvement plan. The evaluation systematically identifies weaknesses across four core dimensions, providing explicit scoring and structured justifications to guide authors through revisions.

Does the evaluation framework work for solo authors doing self-assessment?

Yes, the evaluation framework works for solo authors performing self-assessment. It is explicitly designed for solo authors, peer reviewers, and research groups to conduct internal reviews and track-specific evaluations against high scholarly standards.

How are presentation quality and writing rigor assessed in an academic paper evaluation?

Presentation quality and writing rigor are assessed by evaluating Logical Closure, Cognitive Load, and Professional Rigor. This ensures the manuscript maintains clear arguments and rigorous scholarly writing standards across all sections.

What dimensions are scored when systematically reviewing a completed manuscript?

When systematically reviewing a completed manuscript, four dimensions are scored: Problem Criticality, Insight Validity, Design Inevitability, and Evidence Sufficiency. Each dimension receives explicit scoring with justification to highlight structural weaknesses.