Caveat verdict

agent-survey-corpus

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

The skill downloads and extracts text from arXiv survey PDFs for style learning, with no indication of malicious behavior.

⚠ 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.

73
security
100
transparency
90
maintenance

Findings (5)

Pattern match medium

Instructs covert action — may act without user awareness

pipelines/systematic-review.pipeline.md · prose · downgraded · silently

Pattern match medium

subprocess execution — runs system commands from Python

tooling/executor.py · prose · downgraded · subprocess.run(

Pattern match low

Python urllib.request — network access

scripts/run.py · prose · downgraded · urllib.request

Pattern match low

Blob URL — may embed executable content

tooling/ideation.py · prose · downgraded · blob:

Pattern match low

Popular HTTP library — network access

tooling/pipeline_spec.py · prose · downgraded · got

Why the tier is capped

Execution sink present in raw bytes (Hard Floor: class D). Final tier capped at Caution — cannot be lifted by any downgrade, example-payload opt-in, or allowlist.

Permissions & capabilities

No declared permissions — minimal attack surface.

Is this flag fair?

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