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/Makefilecontains anupgradetarget that downloads LaTeX style files frommedia.neurips.cc, which is the official media host for the conference. - The citation workflow in
references/citation-workflow.mduses therequestslibrary to fetch verified BibTeX data from authoritative sources includingdoi.org,crossref.org, andarxiv.org. - [COMMAND_EXECUTION]: The skill utilizes standard shell utilities and compilation tools necessary for academic workflows.
SKILL.mdinstructs the agent to usels,find, andgrepto analyze local research repositories and identify existing findings or citations.- Makefiles and READMEs define standard compilation sequences using
pdflatex,bibtex, andlatexmkto convert LaTeX source into PDF documents. - Archive utilities like
unzipare used to process downloaded style packages from conference servers. - [REMOTE_CODE_EXECUTION]: The skill provides instructions for extending capabilities via external search tools.
SKILL.mdincludes a setup command for theExa MCPserver (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