biorxiv-database

Pass

Audited by Gen Agent Trust Hub on Sep 18, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill fetches metadata and PDF files from 'api.biorxiv.org', 'www.biorxiv.org', and 'www.ebi.ac.uk'. These are established academic and scientific service domains used for legitimate research retrieval.
  • [COMMAND_EXECUTION]: The skill provides instructions for installing common dependencies, specifically 'requests' and 'pandas', using the standard 'pip' package manager.
  • [INDIRECT_PROMPT_INJECTION]: The skill processes research metadata, such as titles and abstracts, ingested from external preprint APIs. This represents a potential attack surface if the external data were to contain malicious instructions, which is a standard consideration for tools performing automated data retrieval.
  • Ingestion points: The skill ingests JSON responses and PDF content from bioRxiv and EuropePMC APIs.
  • Capability inventory: The skill performs network GET requests and writes retrieved data to local CSV and PDF files.
  • Boundary markers: No specific delimiting or isolation markers for the external content are specified.
  • Sanitization: The provided examples perform basic string slicing for display purposes but do not include complex validation or sanitization of the research data.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 18, 2026, 12:54 AM