literature-review

Pass

Audited by Gen Agent Trust Hub on Oct 8, 2026

Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: The script scripts/generate_pdf.py executes system commands to handle document conversion.
  • Evidence: Calls subprocess.run with a list of arguments to invoke pandoc and xelatex. This method is safe and avoids shell injection vulnerabilities.
  • [EXTERNAL_DOWNLOADS]: The skill retrieves metadata from external academic resources.
  • Evidence: scripts/verify_citations.py connects to doi.org and api.crossref.org using the requests library. These are well-known, authoritative services for bibliographic data.
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to process untrusted content from external literature databases, which presents a surface for indirect prompt injection.
  • Ingestion points: Bibliographic data and abstracts are ingested from JSON search results and CrossRef API responses.
  • Boundary markers: The instructions do not mandate the use of delimiters to separate external text from agent instructions during synthesis.
  • Capability inventory: The agent can perform network requests and run document conversion utilities.
  • Sanitization: The skill does not explicitly sanitize the text of paper titles or abstracts retrieved from external sources before they are added to the review document.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 8, 2026, 09:47 PM