carousel-benchmark
Pass
Audited by Gen Agent Trust Hub on Oct 18, 2026
Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
- [COMMAND_EXECUTION]: The skill invokes local Python scripts (
carousel_scan.py,carousel_leaderboard.py,account_stats.py, etc.) using thepython3command. These scripts are passed arguments such as search queries, profile handles, and URLs which are either provided by the user or discovered during the scraping process. - [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted data from external sources that could contain malicious instructions designed to influence the agent's behavior.
- Ingestion points: Untrusted content is ingested from TikTok profile bios, captions, and links via the Apify scraper, as well as from the
autovirality.comwebsite. - Boundary markers: The instructions lack explicit boundary markers or warnings to the agent to ignore instructions embedded within the scraped data (e.g., in bios or captions).
- Capability inventory: The agent has the capability to execute local Python scripts and perform network operations to fetch data from the web.
- Sanitization: There is no evidence of sanitization or filtering of the retrieved social media text before it is processed by the agent.
- [EXTERNAL_DOWNLOADS]: The skill fetches content from
autovirality.comto identify candidate accounts. This involves making network requests to an external domain that is not recognized as a standard service provider.
Audit Metadata