skills/aipoch/open-science/ligandmpnn/Gen Agent Trust Hub

ligandmpnn

Pass

Audited by Gen Agent Trust Hub on Jul 14, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: Fetches the LigandMPNN source code from the public GitHub repository at https://github.com/dauparas/LigandMPNN.
  • [EXTERNAL_DOWNLOADS]: Installs standard bioinformatics Python packages via pip, including torch, numpy, biopython, ProDy, ml_collections, and dm-tree.
  • [COMMAND_EXECUTION]: Executes the get_model_params.sh shell script from the cloned repository to download essential model weights.
  • [COMMAND_EXECUTION]: Uses the sed utility to patch the downloaded source code for compatibility with newer versions of the NumPy library.
  • [COMMAND_EXECUTION]: Invokes the run.py script to perform inverse-folding and design tasks using the LigandMPNN model.
Audit Metadata
Risk Level
SAFE
Analyzed
Jul 14, 2026, 10:23 PM
Security Audit — agent-trust-hub — ligandmpnn