ClawAudit verdict

lightpanda-scraper

45
🟠 Risky
Significant concerns — only install if you understand the risks

The skill uses a headless browser for web scraping and has options to execute arbitrary JavaScript on the page, which could be used for malicious purposes. However, this capability is used for legitimate web scraping purposes.

⚠ 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.

50
security
70
transparency
70
maintenance

Permission integrity

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

network_out

Findings (5)

Pattern match medium

subprocess execution — runs system commands from Python

scripts/lp-scrape.py · prose · downgraded · subprocess.run(

Pattern match medium

HTTP request to bare IP address — common in malicious payloads

scripts/lp-scrape.py · prose · downgraded · http://127.0.0.1

Pattern match medium

os.system/popen — direct OS command execution

scripts/lp-scrape.py · prose · downgraded · os.execv(

Pattern match low

Opens WebSocket connection

scripts/lp-scrape.py · prose · downgraded · websocket

Pattern match low

Python urllib.request — network access

scripts/lp-scrape.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

Requires 1 system binary.

network_outnetwork_in

Is this flag fair?

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