seven-pass-review
Pass
Audited by Gen Agent Trust Hub on Oct 9, 2026
Risk Level: SAFEINDIRECT_PROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
- [INDIRECT_PROMPT_INJECTION]: The skill analyzes untrusted manuscript files (PDF, TeX, Markdown) through multiple subagents, which could contain instructions designed to influence the review process or tool execution.
- Ingestion points: Reads external manuscript files specified via the user input path ($0) using
pdftotextor direct file reads. - Boundary markers: The instructions for forked subagents lack explicit delimiters or warnings to ignore instructions embedded within the processed manuscript content.
- Capability inventory: The skill uses tools like
Bash,Agent, andWrite, creating a chain where malicious data could influence tool execution or file system writes. - Sanitization: No sanitization of the manuscript content is described before it is processed by the AI subagents or passed to validation scripts.- [COMMAND_EXECUTION]: The skill performs shell operations to process documents and validate findings generated by AI subagents.
- Evidence: Instructs the agent to execute
pdftotext -layoutfor PDF text extraction. - Evidence: Executes
python3 scripts/validate-findings.pyto validate JSON findings and compute unique identifiers, where finding metadata (file, line, locus) is interpolated into command arguments.
Audit Metadata