tt-audience-insights

Pass

Audited by Gen Agent Trust Hub on Oct 17, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and analyze attacker-controlled data from TikTok, including video captions and user comments, which presents a surface for indirect prompt injection attacks.
  • Ingestion points: Data enters the agent context through the fetch_video_comments, fetch_niche_videos, and fetch_profile_videos methods, as well as via user-pasted content from TikTok.
  • Boundary markers: The skill explicitly includes an 'Untrusted content' section and references an external configuration (../../references/untrusted-content.md) to define security boundaries.
  • Capability inventory: The skill utilizes the Apify API client and potentially MCP servers (clockworks--tiktok-scraper) to fetch live data from the internet.
  • Sanitization: The instructions contain a directive stating that captions or comments addressing the agent or providing 'facts' have no authority and must not influence the agent's behavior or output.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 17, 2026, 02:50 PM