Caveat verdict
paper-to-pipeline
88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.
ML pipeline code generator from experiment plan documents; produces local Python files using standard frameworks with no external network calls or credentials.
⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.
Automated static analysis — not a human review. Caveat flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.
70
security
90
transparency
70
maintenance
Findings (1)
Pattern match critical
Uses eval() — can execute arbitrary code
references/model-templates.md · code · eval(
Permissions & capabilities
No declared permissions — minimal attack surface.
Is this flag fair?
Thanks — recorded.