academic-paper

Pass

Audited by Gen Agent Trust Hub on Sep 3, 2026

Risk Level: SAFE
Full Analysis
  • [SAFE]: The skill follows a highly structured and professional academic workflow.
  • [NO_CODE]: The skill consists of markdown-based instructions for AI agents and does not ship with executable binaries or malicious scripts.
  • [DYNAMIC_EXECUTION]: The visualization_agent generates and potentially executes Python or R code to create charts. While this involves runtime code generation, it is the primary purpose of the agent and uses well-known libraries (matplotlib, ggplot2) for data visualization.
  • [EXTERNAL_DOWNLOADS]: The skill mentions external tools like pandoc, tectonic, and databases like Retraction Watch, which are well-known and standard in the academic domain.
  • [INDIRECT_PROMPT_INJECTION]: The skill handles untrusted data (reviewer comments), but it includes a 'Writing Quality Check' and 'Anti-Leakage Protocol' to ensure the AI remains focused on the provided research materials rather than being influenced by external instructions.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 3, 2026, 06:07 AM