peer-review
Pass
Audited by Gen Agent Trust Hub on Sep 20, 2026
Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill utilizes the Bash tool to execute scientific processing commands. Specifically, it provides instructions for generating schematics using a local Python script and converting PDF files into images. The script
scripts/generate_schematic.pyuses thesubprocessmodule to manage these tasks. - [INDIRECT_PROMPT_INJECTION]: The skill processes external manuscripts, research papers, and grant proposals. These materials could contain hidden instructions designed to manipulate the AI's review conclusions or exfiltrate the
OPENROUTER_API_KEY. Ingestion points: Manuscript text reading and presentation slide analysis (SKILL.md). Boundary markers: No explicit instructions to ignore embedded prompts in documents. Capability inventory: Network access (OpenRouter API), file system write access, and shell execution (Bash tool). Sanitization: No validation or sanitization of document content is performed before processing by LLMs. - [DYNAMIC_EXECUTION]: The script
scripts/generate_schematic.pyusessubprocess.runto dynamically invokescripts/generate_schematic_ai.pyat runtime. While these are components of the same skill, the pattern of dynamic script invocation represents an expanded attack surface.
Audit Metadata