semantic-scholar

Pass

Audited by Gen Agent Trust Hub on Apr 15, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill provides legitimate functionality for searching and retrieving academic metadata from Semantic Scholar. No malicious instructions, obfuscation, or persistence mechanisms were found.
  • [EXTERNAL_DOWNLOADS]: The Python scripts perform network requests to the official Semantic Scholar API domain (api.semanticscholar.org) to retrieve paper and author data. These operations are essential for the skill's purpose and use standard authentication via API keys stored in environment variables.
  • [COMMAND_EXECUTION]: A utility script (scripts/smoke_test_live.sh) is provided for local testing. It uses the uv package manager to execute the skill's Python scripts and performs benign file operations in a temporary directory.
Audit Metadata
Risk Level
SAFE
Analyzed
Apr 15, 2026, 05:12 AM