write-academic-report

Pass

Audited by Gen Agent Trust Hub on Jun 4, 2026

Risk Level: SAFE
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill requires 'tectonic' (a well-known LaTeX engine) and the 'requests' Python library. These are standard, reputable tools used for document compilation and HTTP communication.
  • [COMMAND_EXECUTION]: The skill executes local Python scripts provided in the package: citation_checker.py and cross_ref_audit.py. These scripts perform documented tasks such as verifying paper metadata against academic APIs and checking for duplicate labels in LaTeX files.
  • [DATA_EXFILTRATION]: The citation_checker.py script communicates with well-known academic services (CrossRef, Semantic Scholar, and OpenAlex) to validate bibliographic information. This is a primary feature of the skill designed to ensure academic integrity and does not involve sending sensitive user information to untrusted domains.
  • [PROMPT_INJECTION]: The skill includes strong instructional guardrails to prevent the AI from hallucinating citations, explicitly directing it to mark unknown references as placeholders rather than inventing them. No patterns for bypassing safety filters or overriding system instructions were found.
Audit Metadata
Risk Level
SAFE
Analyzed
Jun 4, 2026, 05:49 PM
Security Audit — agent-trust-hub — write-academic-report