---
name: thinker-mitchell-feigenbaum
description: Apply the Mitchell Feigenbaum and Quantitative Universality in Chaos article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Mitchell Feigenbaum and Quantitative Universality in Chaos

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

## Orient

- Read the machine article at /api/articles/thinker-mitchell-feigenbaum.
- Read claims and relationships at /api/articles/thinker-mitchell-feigenbaum/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 Feigenbaum Saw Mitchell Feigenbaum examined families of nonlinear maps that undergo repeated period doubling. He found that the route to chaos follows the same numerical ratios in many different systems. The ratios do not depend on the

## Representations

- Human: /a/thinker-mitchell-feigenbaum
- JSON: /api/articles/thinker-mitchell-feigenbaum
- Relationships: /api/articles/thinker-mitchell-feigenbaum/topology
- History: /api/articles/thinker-mitchell-feigenbaum/revisions
