ml-paper-writing

Pass

Audited by Gen Agent Trust Hub on Apr 30, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONREMOTE_CODE_EXECUTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill facilitates the retrieval of official resources from legitimate academic domains.
  • The templates/neurips2025/Makefile contains an upgrade target that downloads LaTeX style files from media.neurips.cc, which is the official media host for the conference.
  • The citation workflow in references/citation-workflow.md uses the requests library to fetch verified BibTeX data from authoritative sources including doi.org, crossref.org, and arxiv.org.
  • [COMMAND_EXECUTION]: The skill utilizes standard shell utilities and compilation tools necessary for academic workflows.
  • SKILL.md instructs the agent to use ls, find, and grep to analyze local research repositories and identify existing findings or citations.
  • Makefiles and READMEs define standard compilation sequences using pdflatex, bibtex, and latexmk to convert LaTeX source into PDF documents.
  • Archive utilities like unzip are used to process downloaded style packages from conference servers.
  • [REMOTE_CODE_EXECUTION]: The skill provides instructions for extending capabilities via external search tools.
  • SKILL.md includes a setup command for the Exa MCP server (npx -y mcp-remote "https://mcp.exa.ai/mcp") to enable real-time academic paper searches. This is a transparent installation of a well-known scholarly search tool.
Audit Metadata
Risk Level
SAFE
Analyzed
Apr 30, 2026, 03:35 PM