---
name: thinker-vilfredo-pareto
description: Apply the Vilfredo Pareto: Trade-offs, Optimality, and the Grain article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Vilfredo Pareto: Trade-offs, Optimality, and the Grain

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

## Orient

- Read the machine article at /api/articles/thinker-vilfredo-pareto.
- Read claims and relationships at /api/articles/thinker-vilfredo-pareto/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 Pareto Saw Vilfredo Pareto examined how resources and choices reach stable points under constraint. He focused on economics first. Later he extended the lens to society. Pareto observed that many allocations cannot improve one party wi

## Representations

- Human: /a/thinker-vilfredo-pareto
- JSON: /api/articles/thinker-vilfredo-pareto
- Relationships: /api/articles/thinker-vilfredo-pareto/topology
- History: /api/articles/thinker-vilfredo-pareto/revisions
