Individual skill
esm
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel proteins; generating protein embeddings; performing inverse folding; or conducting protein engineering tasks. Supports both local model usage and cloud-based Forge API for scalable inference.
skills/esm/SKILL.md
Source commit 894598cd3a90891a077c254566276bd379038bad
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 5, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 251
- Repository last updated
- Oct 30, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
- design Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesSKILL.mdcore · 11,381 bytesreferences/esm-c-api.mddoc · 15,715 bytesreferences/esm3-api.mddoc · 11,852 bytesreferences/forge-api.mddoc · 17,615 bytesreferences/workflows.mddoc · 20,667 bytesscripts/__pycache__/demo.cpython-313.pycasset · 13,484 bytesscripts/demo.pyruns · 9,701 bytes
Read excerpt
# ESM: Evolutionary Scale Modeling
## Overview
ESM provides state-of-the-art protein language models for understanding, generating, and designing proteins. This skill enables working with two model families: ESM3 for generative protein design across sequence, structure, and function, and ESM C for efficient protein representation learning and embeddings.
## Core Capabilities
### 1. Protein Sequence Generation with ESM3
Generate novel protein sequences with desired properties using multimodal generative modeling.
**When to use:**
- Designing proteins with specific functional properties