ml-paper-writing
Pass
Audited by Gen Agent Trust Hub on Sep 15, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill includes a Makefile for NeurIPS 2025 that uses
curlto download style files directly from the official conference domain (media.neurips.cc). This is a legitimate utility for maintaining up-to-date templates. - [DATA_EXFILTRATION]: The skill uses Python snippets to interact with well-known academic APIs, including Semantic Scholar, CrossRef, and arXiv. These operations are restricted to citation metadata retrieval and are integral to the skill's primary purpose of academic verification.
- [REMOTE_CODE_EXECUTION]: The skill recommends the use of 'Exa MCP' for real-time academic search. The installation instructions provided for Claude Code and VS Code point to the official
exa.aidomain and use standard MCP tool configuration patterns. - [COMMAND_EXECUTION]: The instructions include routine shell commands (e.g.,
ls,find,grep,cp) and LaTeX compilation commands (pdflatex,bibtex,latexmk). These are standard for exploring research repositories and building documents. - [NO_CODE]: The skill primarily consists of configuration files, LaTeX templates, and documentation. The executable snippets provided are for instructional purposes or environment setup (e.g.,
pip install semanticscholar).
Audit Metadata