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.md and NARRATIVE_REPORT.md into 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, and mcp__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 curl to retrieve JSON and BibTeX data from dblp.org and doi.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 Bash to create directories, manage backups, and write LaTeX files in chunks using cat << 'EOF' patterns to ensure reliability.
Audit Metadata
Risk Level
SAFE
Analyzed
May 6, 2026, 01:42 AM
Security Audit — agent-trust-hub — aris-paper-write