geng-academic-integrity-audit - Audit manuscripts for academic-integrity risks
Performs evidence-led academic-integrity self-audits of manuscripts, figures, data, methods, citations, and publication concerns.
Tags
Updated: 2026-10-05Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Audit manuscript integrity
- Screen numeric anomalies
- Check image reuse
- Review methods and reporting
- Assess citation and publication risks
- Plan corrections and escalation
Inputs
- Manuscript or PDF
- Supplementary information
- Figure legends
- Methods and reporting summary
- Final figures and source images
- Numeric source data
- Ethics and registration records
- Data and code materials
- Concern letters or reviewer notes
- Publication identifiers
Outputs
- Academic-integrity audit report
- Evidence ledger
- Numeric screening results
- Image-reuse screening results
- Missing-materials checklist
- Correction or escalation plan
- Evidence limitations
Requirements
- Python 3 runtime
- Access to bundled audit scripts
- Access to provided audit materials