academic-research
Pass
Audited by Gen Agent Trust Hub on Jul 9, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill interfaces with over 28 well-known scientific databases including arXiv, PubMed, OpenAlex, CrossRef, and Semantic Scholar. These connections are used exclusively for retrieving scholarly metadata, sequences, and publication records.
- [COMMAND_EXECUTION]: Local execution is limited to environment detection and document processing. Scripts like
check-environment.shandcompile.shuse standard system commands (command -v,pdflatex,latexmk) to verify and run the LaTeX toolchain. - [SAFE]: The skill places a high priority on research integrity. It defines a multi-stage pipeline with mandatory 'Integrity Gates' (Stages 2.5 and 4.5) and includes detailed guides for fact-checking numerical claims and verifying citation existence before submission.
- [SAFE]: All credential references for tools like Benchling or LabArchives are implemented as placeholders or environment variable references, following security best practices for secret management.
Audit Metadata