academic-research

Pass

Audited by Gen Agent Trust Hub on Jul 29, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill retrieves academic metadata and research papers from established, well-known services including Semantic Scholar, OpenAlex, Crossref, and the Bielefeld Academic Search Engine (BASE).
  • [COMMAND_EXECUTION]: Employs standard command-line tools like curl to download PDFs and pdftotext to extract content for analysis. These operations are restricted to temporary directories and are essential for the skill's primary research function.
  • [SAFE]: Implements secure credential management by instructing the agent to read API keys from environment variables rather than hardcoding them or requesting them through unsafe channels.
  • [SAFE]: The skill demonstrates a clear alignment between its stated purpose and its technical implementation, with no evidence of obfuscation, persistence, or privilege escalation attempts.
Audit Metadata
Risk Level
SAFE
Analyzed
Jul 29, 2026, 04:57 AM
Security Audit — agent-trust-hub — academic-research