Caveat verdict

paper-reviewer-pro

paper-review-pro

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

Literature search and review tool querying arXiv and Semantic Scholar public APIs; stores outputs locally and matches stated academic research 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.

48
security
90
transparency
70
maintenance

Findings (4)

Pattern match critical

Possible hardcoded credential

reference/LLM_INTEGRATION.md · code · TOKEN="your-token

Pattern match medium

Python urllib.request — network access

reference/BUGFIXES.md · code · urllib.request

Pattern match medium

Accesses OpenClaw config/secrets directly

scripts/core/expansion.py · prose · downgraded · ~/.openclaw/openclaw.json

Pattern match low

Python os.environ.get — reads environment variable

scripts/core/expansion.py · prose · downgraded · os.environ.get(

Permissions & capabilities

No declared permissions — minimal attack surface.

Is this flag fair?

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