aris-paper-write
Pass
Audited by Gen Agent Trust Hub on May 6, 2026
Risk Level: SAFEPROMPT_INJECTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [PROMPT_INJECTION]: The skill is susceptible to indirect prompt injection because it ingests untrusted data from external research files to generate content and perform automated reviews via another model.
- Ingestion points: Research outlines and reports are read from
PAPER_PLAN.mdandNARRATIVE_REPORT.mdinto the agent context using the Read tool. - Boundary markers: There are no explicit delimiters or instructions used to isolate the ingested content from the agent's operational instructions.
- Capability inventory: The skill utilizes
Bash,Write, andmcp__codex__codex(which sends the generated content to an external model for review). - Sanitization: No content validation or sanitization is performed on the text read from the project files before it is processed or passed to the review model.
- [EXTERNAL_DOWNLOADS]: The workflow performs automated network requests to fetch bibliographic data from academic databases.
- Evidence: Uses
curlto retrieve JSON and BibTeX data fromdblp.organddoi.org(CrossRef) for citation verification. These are established academic metadata services. - [COMMAND_EXECUTION]: The skill uses shell commands for project management and file manipulation.
- Evidence: Employs
Bashto create directories, manage backups, and write LaTeX files in chunks usingcat << 'EOF'patterns to ensure reliability.
Audit Metadata