ml-paper-writing
Pass
Audited by Gen Agent Trust Hub on Jun 22, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSDATA_EXFILTRATION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill fetches research paper metadata and BibTeX records from well-known and trusted academic services.
- Evidence: Code in
references/citation-workflow.mduses therequestslibrary to retrieve data fromapi.semanticscholar.org,api.crossref.org, andexport.arxiv.org. - [DATA_EXFILTRATION]: The citation verification workflow transmits paper identifiers and search queries to external research databases to retrieve metadata.
- Evidence: The Python implementation in
references/citation-workflow.mdsends search queries and DOIs to established academic APIs as part of its core functionality. - [SAFE]: No malicious patterns, obfuscation, or unauthorized access attempts were detected. The skill's operations are transparent and consistent with its stated purpose of assisting in academic research and writing.
Audit Metadata