research
Pass
Audited by Gen Agent Trust Hub on Sep 7, 2026
Risk Level: SAFECREDENTIALS_UNSAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [CREDENTIALS_UNSAFE]: The file
scripts/research.pyhardcodes the author's email address (eddyhu@gmail.com) within theBIB_PATHconfiguration, leaking personal identifiable information (PII).\n- [EXTERNAL_DOWNLOADS]: The script fetches academic metadata from the CrossRef API (api.crossref.org) to resolve journal names from DOIs.\n- [COMMAND_EXECUTION]: The skill uses the Pythonsubprocessmodule to execute external binariesscholarandconsensusto retrieve search results.\n- [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted academic paper titles and takeaways from multiple sources (Scholar, Consensus, and BibTeX files) without sanitization.\n - Ingestion points: Data enters via
run_scholar,run_consensus, andsearch_bibinscripts/research.py.\n - Boundary markers: The skill lacks explicit markers or instructions to treat external paper metadata as untrusted content.\n
- Capability inventory: The skill has command execution capabilities via
subprocess.\n - Sanitization: No validation or escaping is performed on external strings before they are returned to the agent context.
Audit Metadata