Caveat verdict

dataset-finder

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

Installs well-known data science packages (kaggle, pandas, huggingface-hub) via pip and runs bundled Python scripts to search/download from declared public repositories (Kaggle, Hugging Face, UCI, Data.gov); package_install capability is used legitimately for the skill's stated dataset discovery 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.

45
security
70
transparency
70
maintenance

Permission integrity

Installs packages at runtime — transitive dependencies are not auditable

package_install

Findings (2)

Pattern match critical

Possible hardcoded credential

SKILL.md · code · TOKEN="your_token_here

Pattern match high

Downloads executables from external URLs

references/readme.md · code · Download from https://

Permissions & capabilities

No declared permissions — minimal attack surface.

package_install

Is this flag fair?

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