---
name: thinker-w-ross-ashby
description: Apply the W. Ross Ashby: Requisite Variety and System Matching article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# W. Ross Ashby: Requisite Variety and System Matching

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

## Orient

- Read the machine article at /api/articles/thinker-w-ross-ashby.
- Read claims and relationships at /api/articles/thinker-w-ross-ashby/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 Ashby saw W. Ross Ashby examined control and regulation in complex systems. He identified that a regulator succeeds only when its internal states match or exceed the variety of disturbances from the environment. This matching enables s

## Representations

- Human: /a/thinker-w-ross-ashby
- JSON: /api/articles/thinker-w-ross-ashby
- Relationships: /api/articles/thinker-w-ross-ashby/topology
- History: /api/articles/thinker-w-ross-ashby/revisions
