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.gitandpip install -r requirements.txtfound inSKILL.mdandreferences/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, andscripts/generate_schematic.pyare featured inSKILL.mdandreferences/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-utilsinreferences/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-dircontaining user-provided LaTeX or PDF papers as described inSKILL.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, andBashtools 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