alterlab-esm
Pass
Audited by Gen Agent Trust Hub on Sep 25, 2026
Risk Level: SAFEDYNAMIC_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [DYNAMIC_EXECUTION]: The skill provides Python code snippets in references/esm-c-api.md and references/forge-api.md that demonstrate how to use the 'pickle' module for caching embeddings and saving batch processing checkpoints. This is a standard practice for local data persistence in machine learning research workflows.
- [EXTERNAL_DOWNLOADS]: The documentation recommends installing the 'esm' library and the 'flash-attn' package for performance optimization, both of which are standard and recognized tools in the bioinformatics and AI research communities.
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