ClawAudit verdict

paper-recommendation

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

The skill fetches arXiv papers, extracts text from PDFs, and uses sub-agents to generate research summaries; all network activity is to arXiv and local files, consistent with academic paper recommendation.

⚠ 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.

33
security
50
transparency
70
maintenance

Permission integrity

Makes network requests but does not declare curl/wget in required binaries

network_out

Findings (4)

Pattern match critical

Pipe to python — executes piped content as Python code

SKILL.md · code · | python3

Pattern match medium

HTTP request to bare IP address — common in malicious payloads

scripts/daily_workflow.py · prose · downgraded · http://127.0.0.1

Pattern match medium

subprocess execution — runs system commands from Python

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

Pattern match low

Python urllib.request — network access

scripts/daily_workflow.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.

network_out

Is this flag fair?

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