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geng-academic-fraud-detector

Detects data fabrication and image reuse in research papers

Analyzes academic paper PDFs to detect data fabrication, image reuse, blot splicing, and statistical anomalies. Applies six structured inspection methods covering figures, tables, p-values, timelines, and method contradictions. Produces a graded fraud report with evidence, severity ratings, and follow-up recommendations for each suspicious finding.
npx skills add wooly99/geng-academic-fraud-detector --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install geng-academic-fraud-detector?โ–ผ

Run `npx skills add wooly99/geng-academic-fraud-detector --all -g -y` in your terminal to install it globally.

How to check a paper for data fabrication?โ–ผ

Give your agent the paper's PDF path and ask it to check for fraud. It reads the file and scans figures, tables, and statistics for fabrication signs.

What kinds of academic misconduct can it detect?โ–ผ

It detects image reuse, Western blot splicing, fabricated data, p-hacking, abnormal publication output, and contradictions in methods or timelines.

Can it replace a formal misconduct investigation?โ–ผ

No. It is an educational screening aid that can produce false positives, and final determinations require professional institutional review.

Do I need research experience to use it?โ–ผ

No. You simply provide a paper PDF in plain language, and the agent runs the full six-step inspection and writes a readable report.

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