paper-2-web
Fail
Audited by Gen Agent Trust Hub on Sep 25, 2026
Risk Level: HIGHPRIVILEGE_ESCALATIONREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [PRIVILEGE_ESCALATION]: The skill instructs the user to execute
sudo apt-get installcommands to install system-level dependencies likelibreofficeandpoppler-utils, which involves acquiring administrative permissions. - [REMOTE_CODE_EXECUTION]: The skill requires cloning an external repository (
https://github.com/YuhangChen1/Paper2All.git) and installing its dependencies viapip install -r requirements.txt. It then executes several Python scripts from this unverified source (pipeline_all.py,pipeline_light.py,generate_schematic.py), which constitutes downloading and executing remote code. - [COMMAND_EXECUTION]: The skill makes heavy use of the
Bashtool to manage the installation process, create Conda environments, and run the transformation pipeline scripts. - [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process untrusted external data (LaTeX source files and PDFs) which could contain malicious instructions. The skill has significant capabilities including shell execution and file modification, increasing the impact of potential injections.
- Ingestion points: The pipeline reads LaTeX directories and PDF files provided as input to the
pipeline_all.pyandpipeline_light.pyscripts. - Boundary markers: No explicit boundary markers or instructions to ignore embedded commands within the paper content are present.
- Capability inventory: The skill uses
Bash(command execution),Write(file creation), andEdit(file modification) tools. - Sanitization: The documentation does not describe any sanitization, validation, or filtering of the content extracted from the academic papers before it is processed by the LLM or executed in the pipeline.
Recommendations
- AI detected serious security threats
Audit Metadata