ml-paper-writing

Pass

Audited by Gen Agent Trust Hub on Sep 21, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONEXTERNAL_DOWNLOADS
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill's workflow involves reading untrusted content from research repositories, which creates a surface for indirect prompt injection attacks.
  • Ingestion points: The "Project Understanding" phase in SKILL.md (Workflow 0) directs the agent to explore the workspace using read_file and search_project to understand claims and results.
  • Boundary markers: Absent. The instructions do not include explicit delimiters or warnings to ignore instructions found within the project's files.
  • Capability inventory: The skill possesses file system read/write and search capabilities (read_file, write_file, search_project).
  • Sanitization: Absent. Data from ingested files is used directly in the prompt context to generate drafts and revisions.
  • [EXTERNAL_DOWNLOADS]: The skill references downloads from official conference sources for configuration and formatting tasks.
  • templates/neurips2025/Makefile uses curl to fetch official conference style files from media.neurips.cc.
  • SKILL.md provides guidance for configuring an external academic search tool via https://mcp.exa.ai/mcp.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 21, 2026, 05:59 PM