trending-ad-hook-spotter
Pass
Audited by Gen Agent Trust Hub on Jul 20, 2026
Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
- [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection because it processes large amounts of untrusted content scraped from social media platforms.
- Ingestion points: Data is ingested from Twitter/X, Reddit, LinkedIn, and Hacker News via Phase 1 scraper scripts.
- Boundary markers: The instructions do not specify the use of delimiters or clear separation between the untrusted scraped data and the agent's internal analysis logic.
- Capability inventory: The skill possesses the capability to execute shell commands (
python3) and write files to the local file system. - Sanitization: There is no evidence of sanitization or filtering of the external content before it is processed by the AI for trend scoring and hook generation.
- [COMMAND_EXECUTION]: The skill instructs the agent to execute local Python scripts that are part of dependent skills using shell commands.
- Evidence: Phase 1 includes commands such as
python3 skills/twitter-scraper/scripts/scrape_twitter.pyandpython3 skills/reddit-scraper/scripts/scrape_reddit.py. - Observation: While these are legitimate dependencies of the skill, they represent the execution of code that interacts with the network and external APIs based on user-provided industry keywords.
Audit Metadata