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, and framework_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.py to 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
Risk Level
SAFE
Analyzed
Nov 10, 2026, 09:10 PM