academic-workflow

Pass

Audited by Gen Agent Trust Hub on Feb 19, 2026

Risk Level: SAFEPROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
  • [Indirect Prompt Injection] (LOW): The skill defines a workflow that ingests potentially untrusted data from an external search tool.
  • Ingestion points: Data enters the workflow via the paper-search tool and is saved to /workspace/projects/papers.json.
  • Boundary markers: The templates do not include explicit markers or delimiters to separate ingested data from instructions in subsequent processing steps.
  • Capability inventory: The workflow utilizes Python scripts, shell commands, and LaTeX compilation, providing a wide capability surface.
  • Sanitization: Data cleaning is limited to string truncation in the Python processing script, which does not prevent malicious content from influencing downstream logic.
  • [Dynamic Execution] (LOW): The skill uses shell heredocs to generate and execute Python scripts at runtime. While these scripts follow static templates, they are assembled and executed dynamically.
  • [Command Execution] (SAFE): The use of standard utilities such as pdflatex, python3, and cat is appropriate for the skill's stated academic research purpose.
Audit Metadata
Risk Level
SAFE
Analyzed
Feb 19, 2026, 07:35 AM