search-ad-keyword-architect
Pass
Audited by Gen Agent Trust Hub on Oct 2, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill ingests and processes data from various external, untrusted sources which could contain malicious instructions intended to manipulate the agent's behavior during the keyword architecture phase.
- Ingestion points: Scraped content from G2, Capterra, Reddit, Hacker News, and external websites processed via scripts like
analyze_domain.py,scrape_reviews.py, andscrape_reddit.pyas described in SKILL.md. - Boundary markers: The instructions lack specific boundary markers or delimiters to isolate untrusted external content from the agent's internal reasoning or output instructions.
- Capability inventory: The skill utilizes local shell execution for Python-based scrapers and web search tools.
- Sanitization: No sanitization, filtering, or validation steps are prescribed for the external data before it is interpolated into the agent's context for mapping and classification.
- [COMMAND_EXECUTION]: The skill provides instructions for the agent to execute multiple local Python scripts with parameters derived from user input (e.g.,
<competitor_domain>,<your_website>). While this is the intended functionality, it requires the agent to handle these variables securely to prevent shell command injection.
Audit Metadata