paper-illustration
Fail
Audited by Gen Agent Trust Hub on May 18, 2026
Risk Level: HIGHREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONEXTERNAL_DOWNLOADSDATA_EXFILTRATION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The skill includes instructions to run
bash tools/install_aris.shto download and install helper scripts from an external 'ARIS repo', which constitutes unverified remote code execution. - [COMMAND_EXECUTION]: User-provided input from
$ARGUMENTSis directly interpolated into a shell command, creating a command injection vulnerability if the input contains shell metacharacters. - [COMMAND_EXECUTION]: The skill references local scripts (
tools/install_aris.sh,tools/extract_paper_style.py) that are not provided in the skill source code, preventing security verification. - [EXTERNAL_DOWNLOADS]: The skill performs network requests to Google's Generative AI APIs (
generativelanguage.googleapis.com) to facilitate figure generation. - [DATA_EXFILTRATION]: The skill reads data from user-specified local files or URLs and transmits the content to external AI models during the processing phase.
Recommendations
- AI detected serious security threats
Audit Metadata