literature-review

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Audited by Gen Agent Trust Hub on Feb 16, 2026

Risk Level: MEDIUMDATA_EXFILTRATION
Full Analysis
  • Indirect Prompt Injection (MEDIUM): The skill is designed to ingest and process untrusted data from external sources.
  • Ingestion points: scripts/search_databases.py reads JSON files containing search results from literature databases. scripts/verify_citations.py fetches metadata from external APIs (CrossRef and doi.org) based on DOIs found in text.
  • Boundary markers: No explicit delimiters or instructions to ignore embedded commands are present in the formatting logic.
  • Capability inventory: Both scripts can write files to the local system (scripts/search_databases.py via --output and scripts/verify_citations.py which automatically saves a JSON report). They also perform network operations (HTTP GET/HEAD requests).
  • Sanitization: The scripts perform basic parsing and formatting but do not sanitize the content for potential prompt injection markers (e.g., instructions hidden in abstracts or titles).
  • Data Exposure & Exfiltration (LOW): The scripts/verify_citations.py script makes network requests to doi.org and api.crossref.org. While these are legitimate academic services, the script sends a User-Agent string. There is no evidence of sensitive local file access or exfiltration of credentials.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Feb 16, 2026, 11:58 PM