---
name: thinker-josiah-willard-gibbs
description: Apply the Josiah Willard Gibbs: Ensembles, Phase Space, and the Grain article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Josiah Willard Gibbs: Ensembles, Phase Space, and the Grain

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

## Orient

- Read the machine article at /api/articles/thinker-josiah-willard-gibbs.
- Read claims and relationships at /api/articles/thinker-josiah-willard-gibbs/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 Gibbs Saw Josiah Willard Gibbs developed the framework of statistical mechanics through ensembles and phase space. He treated collections of systems as statistical objects distributed across possible states. Energy and entropy govern p

## Representations

- Human: /a/thinker-josiah-willard-gibbs
- JSON: /api/articles/thinker-josiah-willard-gibbs
- Relationships: /api/articles/thinker-josiah-willard-gibbs/topology
- History: /api/articles/thinker-josiah-willard-gibbs/revisions
