anti-autoresearch

Audit research papers for self-consistency and fabrication across multiple dimensions.

123|7|Updated Jun 26, 2026

Search Tags:#academic review #research integrity #audit report #paper audit #integrity analysis

Ready to run

npx skills add https://github.com/wanshuiyin/Anti-Autoresearch --skill anti-autoresearch

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: anti-autoresearch
Source: https://github.com/wanshuiyin/Anti-Autoresearch/tree/main/workflows/anti-autoresearch
Command: npx skills add https://github.com/wanshuiyin/Anti-Autoresearch --skill anti-autoresearch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires git, pdftotext, curl, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of auditing research papers for self-consistency and fabrication, providing a comprehensive review for human reviewers.

Core Features & Use Cases

End-to-End Audit: Performs a multi-faceted audit, including consistency, citation, baseline, experiment, and AI writing-style analysis.
User-Ready Report: Generates a structured report highlighting discrepancies and suggesting further investigation.
Use Case: Utilize this Skill to quickly verify the integrity of a research paper submitted for review, saving time and ensuring accuracy.

Quick Start

Run the 'anti-autoresearch' skill on a paper located at 'path/to/paper'.

Frequently Asked Questions about anti-autoresearch

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

FAQPage Schema

How do I audit a research paper for integrity and fabrication?▼

You can audit research paper integrity by running an automated pipeline that verifies self-consistency, citations, baselines, and AI writing-style to generate a structured audit report highlighting discrepancies.

What does an automated paper audit check for AI writing-style and citation consistency?▼

An automated paper audit verifies AI writing-style and citation consistency by employing a deterministic pipeline with separate adjudication to detect fabrication and self-consistency issues across multiple dimensions.

Do I need external tools to run a research paper integrity analysis?▼

Yes, research paper integrity analysis requires external tools like git, pdftotext, and curl for code verification and external database access to perform citation and baseline checks.

Can I use this automated audit to review PDF papers for baseline fabrication?▼

Yes, you can review PDF papers for baseline fabrication by using this automated audit, which requires pdftotext for document processing and accesses external databases to verify experiment baselines.

What is the best way to generate a structured report for academic review?▼

The best way to generate a structured academic review report is using a deterministic pipeline that flags consistency, citation, baseline, and AI writing-style discrepancies, suggesting areas for further human investigation.

Why does research paper integrity analysis require separate adjudication?▼

Research paper integrity analysis uses separate adjudication to provide a reliable audit report, ensuring automated fabrication and consistency checks are evaluated independently to maintain high accuracy.