skills/brycewang-stanford/auto-empirical-research-skills/web-scraping-ethics-guide/Gen Agent Trust Hub
web-scraping-ethics-guide
Pass
Audited by Gen Agent Trust Hub on Jul 20, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: No security issues were detected. The skill uses standard Python libraries for its intended purpose and includes extensive guidance on ethical and legal compliance.
- [PROMPT_INJECTION]: The skill establishes a surface for indirect prompt injection by fetching content from untrusted websites. 1. Ingestion points:
scrape_with_rate_limitfunction inSKILL.md. 2. Boundary markers: Absent. 3. Capability inventory: Network access viaurllib.request.urlopen. 4. Sanitization: Absent. This vulnerability surface is inherent to the primary purpose of web scraping and is addressed through the skill's ethical framework. - [DATA_EXFILTRATION]: The skill performs network requests to external URLs using
urllib.request, which is consistent with its stated purpose and does not target sensitive local files or credentials.
Audit Metadata