paper-read
Pass
Audited by Gen Agent Trust Hub on Jul 14, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill uses
curlto fetch academic papers and associated metadata fromarxiv.org. This is a well-known and established service for hosting research preprints, and the behavior is necessary for the skill's primary function of reading academic literature. - [COMMAND_EXECUTION]: Shell commands such as
curlandpdftotext(from the standardpoppler-utilssuite) are employed to retrieve files and convert PDF content into a text format that the agent can process. These are standard system utilities for document processing and management. - [PROMPT_INJECTION]: The skill processes untrusted data from external academic papers, which creates a surface for indirect prompt injection.
- Ingestion points: Untrusted data enters the agent context through
curlrequests toarxiv.organd local file reads of PDF documents. - Boundary markers: The skill instructions do not explicitly define delimiters to separate the extracted paper text from the agent's internal instructions.
- Capability inventory: The skill possesses capabilities for network access via
curland file extraction viapdftotext. - Sanitization: There is no specific evidence of text sanitization or filtering applied to the extracted paper content.
- Mitigation: The risk is addressed by instructing the agent to adopt a skeptical researcher persona and follow a rigorous critical appraisal checklist to evaluate the validity of claims independently from the paper's own narrative.
Audit Metadata