litreview
Pass
Audited by Gen Agent Trust Hub on Nov 10, 2026
Risk Level: SAFE
Full Analysis
- [COMMAND_EXECUTION]: The skill uses several Python scripts (
free_search.py,citation_tracker.py,cross_search_aggregator.py, andframework_recommender.py) to automate literature search workflows, aggregate data, and manage session states. These scripts utilize standard libraries and perform clearly defined, legitimate operations. - [EXTERNAL_DOWNLOADS]: Fetches academic metadata from well-known and trusted academic services, including the National Center for Biotechnology Information (NCBI) PubMed E-utilities and the OpenAlex API. These interactions are restricted to official research endpoints for metadata retrieval.
- [INDIRECT_PROMPT_INJECTION]: The skill ingests data from external academic search results. It implements 'Agent Integrity Rules' and deterministic citation tracking via
scripts/citation_tracker.pyto maintain source discipline and prevent external data from influencing the agent's internal logic or instructions. - [DATA_EXFILTRATION]: Local session data and search history are stored in a dedicated directory (
~/.litreview_sessions) to facilitate auditing and research continuity. No unauthorized network transmissions of sensitive data were detected.
Audit Metadata