ClawAudit verdict

academic-paper-finder

88
🟢 Trusted
Low risk — reviewed by ClawAudit, behavior matches stated purpose

Uses environment variables for Zotero API access but does not exfiltrate data; functionality is legitimate.

⚠ Flagged for review — coarse, uncorroborated signal, not a confirmed exploit. Review the config yourself before installing.

Automated static analysis — not a human review. ClawAudit flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

95
security
70
transparency
70
maintenance

Findings (2)

Pattern match low

Python urllib.request — network access

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

Pattern match low

Python os.environ.get — reads environment variable

scripts/batch_import.py · prose · downgraded · os.environ.get(

Permissions & capabilities

No declared permissions — minimal attack surface.

Is this flag fair?

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