ml-paper-writing
Pass
Audited by Gen Agent Trust Hub on Mar 14, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill includes instructions and automation (e.g., in
templates/neurips2025/Makefile) to download official style files and bibliography databases from established academic domains includingmedia.neurips.cc,doi.org,aclanthology.org, andapi.semanticscholar.org. - [COMMAND_EXECUTION]: The documentation provides standard shell commands for the user or agent to execute for LaTeX document compilation (
pdflatex,bibtex,latexmk) and environment setup (tlmgr,apt install). These are necessary for the primary purpose of the skill. - [SAFE]: Python dependencies such as
semanticscholar,arxiv, andhabaneroare well-known, legitimate libraries for interacting with research repositories and metadata providers. - [SAFE]: The skill implements a robust 'hallucination prevention' rule, explicitly instructing the agent to fetch BibTeX programmatically via DOIs rather than generating it from memory, which enhances the reliability of the output.
Audit Metadata