Caveat verdict

ai-research-scraper

45
🟠 Risky
Significant risk patterns flagged — automated deep scan, not behavioral proof.

The skill executes a script for scraping research information, which could potentially be used maliciously.

⚠ 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.

68
security
90
transparency
70
maintenance

Findings (3)

Pattern match high

Possible hardcoded credential

scripts/baidu_translate.py · prose · downgraded · secret="YOUR_APP_SECRET

Pattern match medium

subprocess execution — runs system commands from Python

scripts/final_scraper.py · prose · downgraded · subprocess.run(

Pattern match low

Python urllib.request — network access

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

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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