ml-paper-writing
Pass
Audited by Gen Agent Trust Hub on May 13, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill references and automates downloads from established academic and conference infrastructure.
- LaTeX style files are fetched from the official NeurIPS domain (
media.neurips.cc) via the provided Makefile. - Citation workflows utilize legitimate APIs for research metadata, including Semantic Scholar, CrossRef (
api.crossref.org), and arXiv (export.arxiv.org). - LaTeX templates are linked to official GitHub repositories managed by established organizations such as
acl-org,ICLR, andCOLM-org. - [COMMAND_EXECUTION]: Provides standard instructions and scripts for academic workflows.
- Includes shell commands for exploring research repositories (
find,grep,ls) to identify contributions and existing citations. - Provides standard LaTeX compilation workflows using
pdflatex,bibtex, andlatexmk. - Recommends the installation of the Exa MCP tool for real-time academic search via a standard NPX command targeting the official
exa.aidomain. - [SAFE]: Comprehensive review of the 47 files shows no signs of malicious intent or hidden behavior.
- Instructions prioritize academic integrity by explicitly warning against hallucinating citations.
- The logic is consistent with the primary purpose of assisting researchers in publication workflows.
- No obfuscation, persistence mechanisms, or unauthorized credential access were detected.
Audit Metadata