tiktok-ad-research

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

• Third-party content exposure detected (medium risk: 0.30). The skill queries TikTok Top Ads lists, recommendations, and spotlit materials through Crawlora API endpoints, which ingest outsider-authored ad copy, titles, and brand descriptions without prior item selection.

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

• Potentially malicious external URL detected (medium risk: 0.30). The skill makes runtime API calls to crawlora.net via curl in scripts/crawlora.sh, representing a common third-party unofficial operational dependency.