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cylqwe7855-altcylqwe7855-altCommunity·1 Agent Skills Included

research-integrity-auditor

Audit scientific papers for data and image anomalies

Audits scientific paper PDFs for suspicious data patterns, duplicated images, and digit anomalies. Converts papers with MinerU, builds a citeable evidence ledger, and runs deterministic numeric forensics like Benford checks and repeated-value detection. Renders annotated evidence images for high-risk tables, producing reviewable audit leads instead of unverifiable fraud claims.
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npx skills add cylqwe7855-alt/research-integrity-auditor --all -g -y

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paper-fraud-auditor

Audit scientific paper PDFs for image reuse and numeric anomalies.

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Frequently Asked Questions

FAQPage Schema
How to install Research Integrity Auditor?▼

Run `npx skills add cylqwe7855-alt/research-integrity-auditor --all -g -y` in your terminal to install the skill globally.

How to check a paper for data fabrication?▼

Provide a paper PDF or URL, and the skill converts it with MinerU, builds an evidence ledger, and runs numeric checks for repeated values, terminal-digit patterns, and Benford deviations.

Does this skill prove a paper is fraudulent?▼

No. It produces cited, reviewable anomaly leads with page and figure locations, and every finding requires human verification before any conclusion.

Can it detect duplicated or reused figures?▼

Yes. It guides multi-pass visual review to flag identical images with different labels, duplicated panels, and copy-paste regions, then cites exact evidence locations.

Do I need coding skills to audit a paper?▼

No. Once installed, your agent runs the conversion, forensics scripts, and report generation from plain-English requests; you only need a MinerU API token.

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