scrape-leads

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Audited by Snyk on Mar 27, 2026

Risk Level: MEDIUM
Full Analysis

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

  • Third-party content exposure detected (high risk: 0.90). The skill's scrape_apify.py uses Apify to collect public website/listing data into .tmp/leads.json (scraped open web), and that JSON (including company_description/keywords) is fed into scripts/classify_leads_llm.py which inserts the untrusted scraped text into LLM prompts and uses the LLM's classifications to filter/save leads, so third-party content can directly influence decisions and tool actions.

Issues (1)

W011
MEDIUM

Third-party content exposure detected (indirect prompt injection risk).

Audit Metadata
Risk Level
MEDIUM
Analyzed
Mar 27, 2026, 12:42 AM
Issues
1
Security Audit — snyk — scrape-leads