audit-paper-code-skill - Audit scientific paper claims against code
Audits scientific paper claims against authoritative Python repositories with traceable evidence and an interactive HTML report.
Tags
Updated: 2026-09-28Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Discover paper-code pairs
- Pin paper and commit
- Extract and freeze claims
- Inventory repositories statically
- Trace code evidence
- Assess scientific coverage
- Verify reproducibility consistency
- Generate HTML audit reports
Inputs
- Paper or PDF
- Repository URL or local path
- Paper title or identifier
- Repository commit
Outputs
- Source discovery record
- Repository inventory
- Frozen claim set
- Evidence coverage ledgers
- Interactive HTML report
- Hashed audit manifest
Requirements
- Repository read access
- Paper or PDF access
- User authorization for code execution
- Isolated execution environment