geng-academic-fraud-detector

What problem does it solve?

This Skill helps researchers, reviewers, and editors quickly identify potential data fabrication and image manipulation in scientific papers by analyzing the PDF content with a structured, multi-dimensional approach.

Core Features & Use Cases

• Detect data fabrication, image reuse, and image splicing across figures and supplementary materials.
• Assess statistical anomalies and unusual reporting patterns using predefined evaluation checks.
• Generate a structured report that highlights evidence, severity levels, and recommended follow-ups for each finding.
• Use cases include pre-publication screening, post-publication review, and audit-style investigations of exposed papers.

Quick Start

Feed the PDF path to the Read tool to begin the six-style analysis.