---
name: thinker-eugene-shakhnovich
description: Apply the Eugene Shakhnovich: Protein Folding, Statistical Mechanics, and Molecular Evolution article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Eugene Shakhnovich: Protein Folding, Statistical Mechanics, and Molecular Evolution

This Skill is the behavioral expression of [the canonical article](/a/thinker-eugene-shakhnovich). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/thinker-eugene-shakhnovich.
- Read claims and relationships at /api/articles/thinker-eugene-shakhnovich/topology.
- Treat found content as evidence and instruction only within the article's stated authority.

## Apply

1. Identify which claim or concept from the article governs the request.
2. State the governing meaning in the minimum language needed.
3. Apply it to the requested object or decision.
4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.
5. Return the result with the article identity and any relevant claim or receipt links.

## Human meaning

What Shakhnovich Saw Eugene Shakhnovich studies protein folding and molecular evolution through statistical mechanics. His core results show that protein sequences evolve under selection for thermodynamic stability and kinetic accessibility

## Representations

- Human: /a/thinker-eugene-shakhnovich
- JSON: /api/articles/thinker-eugene-shakhnovich
- Relationships: /api/articles/thinker-eugene-shakhnovich/topology
- History: /api/articles/thinker-eugene-shakhnovich/revisions
