Caveat verdict

vecml-automl

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Legitimate ML pipeline tool that reads VECML_API_KEY from env and sends user-provided CSV data to the VecML API for training and predictions — all behavior matches stated purpose.

⚠ 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.

60
security
60
transparency
70
maintenance

Findings (5)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · API_KEY="vml_your_key_here

Pattern match low

Python urllib.request — network access

vecml-pipeline.py · prose · downgraded · urllib.request

Pattern match low

Python os.environ.get — reads environment variable

vecml-pipeline.py · prose · downgraded · os.environ.get(

Pattern match low

Base64 encoding/decoding

vecml-pipeline.py · prose · downgraded · base64-encode

Pattern match low

Popular HTTP library — network access

vecml-pipeline.py · prose · downgraded · Got

Permissions & capabilities

Requires 1 environment variable. (1 sensitive: VECML_API_KEY).

Is this flag fair?

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