ml-paper-writing
Pass
Audited by Gen Agent Trust Hub on Mar 6, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [SAFE]: No malicious behavior, obfuscation, or data exfiltration attempts were identified.
- [EXTERNAL_DOWNLOADS]: Fetches official academic resources and style files from trusted sources, including official conference domains (neurips.cc, icml.cc, iclr.cc, aaai.org) and established repositories (aclanthology.org, github.com/acl-org). It also recommends the Exa search tool for academic literature retrieval via the Model Context Protocol.
- [COMMAND_EXECUTION]: Utilizes standard Unix utilities (find, grep, ls) to help the agent understand repository structures and experimental results. This behavior is necessary for the skill's primary purpose and is restricted to searching for research-related artifacts like results and citations.
- [PROMPT_INJECTION]: The skill contains strong defensive instructions aimed at preventing citation hallucinations and ensuring academic integrity, which act as quality guardrails for the agent's behavior.
Audit Metadata