skills/jimliu/science-skills/esmfold2/Gen Agent Trust Hub

esmfold2

Pass

Audited by Gen Agent Trust Hub on Jul 2, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill facilitates the download of structural biology model weights from the HuggingFace Hub under the biohub organization.
  • [EXTERNAL_DOWNLOADS]: Installation instructions include fetching specific versions of the transformers and esm libraries directly from Biohub's public GitHub repositories to ensure compatibility with the research paper's findings.
  • [COMMAND_EXECUTION]: Provides standard command-line instructions for setting up a Python 3.12 virtual environment and installing scientific dependencies using the uv package manager.
  • [SAFE]: Analysis of the provided Python code snippets reveals legitimate scientific computing practices, including performance optimizations for CUDA kernels and numerical stability patches for batched SVD operations, with no evidence of malicious intent or data exfiltration.
Audit Metadata
Risk Level
SAFE
Analyzed
Jul 2, 2026, 01:21 AM
Security Audit — agent-trust-hub — esmfold2