paper-2-web

Fail

Audited by Gen Agent Trust Hub on Nov 6, 2026

Risk Level: HIGHEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPRIVILEGE_ESCALATIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill instructs the user to clone a repository from an untrusted source and install its dependencies.
  • Evidence: git clone https://github.com/YuhangChen1/Paper2All.git and pip install -r requirements.txt found in SKILL.md and references/installation.md.
  • [COMMAND_EXECUTION]: The skill facilitates the execution of Python scripts downloaded from an external, unverifiable source.
  • Evidence: Commands to run pipeline_all.py, pipeline_light.py, and scripts/generate_schematic.py are featured in SKILL.md and references/usage_examples.md.
  • [PRIVILEGE_ESCALATION]: The installation guide requires the use of administrative privileges to install system dependencies.
  • Evidence: sudo apt-get install libreoffice poppler-utils in references/installation.md.
  • [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted documents while maintaining broad system capabilities, creating a vulnerability to malicious instructions embedded in research papers.
  • Ingestion points: The input-dir containing user-provided LaTeX or PDF papers as described in SKILL.md.
  • Boundary markers: Absent; there are no instructions for the agent to treat the contents of the papers as untrusted or to ignore embedded instructions.
  • Capability inventory: The skill is configured with Read, Write, Edit, and Bash tools in the frontmatter, which are used to process and generate files.
  • Sanitization: Absent; no logic is described for filtering, escaping, or validating the content extracted from processed academic papers before it influences the agent's generation pipeline.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Nov 6, 2026, 12:15 PM