alterlab-paper-2-web

Fail

Audited by Gen Agent Trust Hub on Sep 25, 2026

Risk Level: HIGHREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [REMOTE_CODE_EXECUTION]: The skill instructs the agent to clone and execute code from an external repository not owned by the skill author.
  • Evidence: Commands such as git clone https://github.com/YuhangChen1/Paper2All.git followed by execution of python pipeline_all.py and python pipeline_light.py allow for the execution of arbitrary code within the agent's local environment.
  • [EXTERNAL_DOWNLOADS]: The skill pulls software and utilities from multiple unverified external sources.
  • Evidence: Downloads are initiated from github.com/YuhangChen1 for the core tool and github.com/oschwartz10612 for Windows utilities, in addition to standard package managers.
  • [COMMAND_EXECUTION]: The skill makes extensive use of the Bash tool to perform sensitive system configurations and run complex pipelines.
  • Evidence: Instructions include environment creation via conda, dependency installation via pip, and system package management using sudo apt-get install.
  • [INDIRECT_PROMPT_INJECTION]: There is a risk that malicious instructions could be embedded in the academic papers processed by the skill.
  • Ingestion points: Academic papers in LaTeX or PDF format provided via the input-dir parameter.
  • Boundary markers: Absent; there are no specified delimiters or warnings for the agent to ignore instructions embedded within the papers.
  • Capability inventory: The agent has Bash, Write, and Edit tools, which could be exploited if an injection causes it to execute malicious shell commands or modify system files.
  • Sanitization: No evidence of input validation or content sanitization is provided in the documentation.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Sep 25, 2026, 02:36 PM