SKILL

esm

K-Dense-AIListed

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/esm

Use with an agent

SUMMARY

What it does

This skill provides procedural knowledge for working with the ESM (Evolutionary Scale Modeling) protein language models, including ESM3 for generative protein design, ESMC for embeddings, and ESMFold2 for structure prediction. It covers local and hosted (Forge/Biohub) inference, model selection, installation, authentication, and common workflows. The skill includes reference documentation for detailed API usage.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

protein.designweight 90 · confidence 90protein.structure-predictionweight 85 · confidence 90protein.embeddingweight 80 · confidence 90protein.function-annotationweight 70 · confidence 85protein.inverse-foldingweight 75 · confidence 85protein.batch-processingweight 60 · confidence 80

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_2CBB01AC484BCanonical source

https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/esm/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: 1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.