manuscript-provenance
Pass
Audited by Gen Agent Trust Hub on Mar 7, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill is designed for the specific, transparent task of auditing manuscript provenance. It involves mapping quantitative values in LaTeX documents to the scripts and data sources that produced them.
- [SAFE]: No prompt injection or behavior override patterns were detected. The instructions are focused on structured auditing phases (Inventory, Tracing, Infrastructure Audit, Manifest Generation).
- [SAFE]: File access is restricted to the manuscript source and the codebase provided by the user for the audit. While the skill reads configuration files like .env or config.yaml, it does so to verify the traceability of hyperparameters, which is a standard part of a reproducibility audit.
- [SAFE]: There is no evidence of remote code execution or unauthorized network operations. The skill analyzes the existence and structure of pipelines (e.g., Makefiles, Snakemake) rather than executing them.
- [SAFE]: The skill does not employ any obfuscation techniques. All instructions and templates are provided in clear, human-readable markdown and YAML.
Audit Metadata