academic-search

Pass

Audited by Gen Agent Trust Hub on Aug 19, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill interacts exclusively with well-known and reputable academic data providers, including Semantic Scholar, Crossref, PubMed, and arXiv, which are recognized as safe external sources.
  • [SAFE]: Sensitive configuration, such as API keys, is managed using standard .env file practices. The skill instructions guide the agent to store user-provided keys locally rather than hardcoding them or exfiltrating them.
  • [SAFE]: The provided Python script (scripts/academic_search.py) relies on standard libraries for all network operations and data parsing. It avoids dangerous patterns like eval(), exec(), or runtime code generation.
  • [SAFE]: The PDF download functionality includes filename sanitization to prevent path traversal or the creation of malicious file names, ensuring that downloaded content is saved safely to the designated directory.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 19, 2026, 01:28 PM
Security Audit — agent-trust-hub — academic-search