find-papers
Pass
Audited by Gen Agent Trust Hub on Jul 7, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: No security issues were detected. The skill provides legitimate research functionality using established academic services.
- [EXTERNAL_DOWNLOADS]: The skill fetches metadata from well-known scholarly repositories including DBLP, Crossref, Semantic Scholar, and arXiv. These operations are performed using polite request patterns (rate limiting and user-agent identification) and are consistent with the skill's primary purpose.
- [COMMAND_EXECUTION]: The skill provides Python scripts for searching literature and resolving paper versions. These scripts use only Python's standard library modules (e.g., urllib, json, xml.etree) and do not utilize any dangerous execution patterns like eval, exec, or subprocess spawning of untrusted code.
- [CREDENTIALS_UNSAFE]: No hardcoded credentials were found. The skill safely manages user identity and API keys (for Semantic Scholar) via environment variables (CONTACT_EMAIL, S2_API_KEY).
Audit Metadata