Medical & Healthcare

ESM: Evolutionary Scale Modeling

Covers the EvolutionaryScale/Biohub `esm` Python SDK: ESM3 generative protein design (sequence, structure and function tracks, chain-of-thought), ESMC embeddings, inverse folding, ESMFold2 structure prediction, and hosted Forge/Biohub inference with ESM_API_KEY. Use when generating or completing proteins with ESM3, extracting ESMC embeddings for classification or similarity, folding a sequence or designing sequences from a structure, or choosing between esm3-open, esmc_300m and Forge-hosted models. Use when batching async Forge or Biohub API calls. Not for other protein models such as AlphaFold or generic Hugging Face transformers usage.

Publisher / source
KalarisLabs/research-agent-skills (found on the CSV list)
Upstream record
KalarisLabs/research-agent-skills
Version
Version 1
Published
Publication review
Approved for publication
Content fingerprint
00934da30aec92975d2596a43fee0cd7cf7e213c1ac0defc769fbbd5ecc4cb57