---
name: convergence-c15
description: Apply the OPTIMIZATION UNDER CONSTRAINT / PARETO FRONTS article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# OPTIMIZATION UNDER CONSTRAINT / PARETO FRONTS

This Skill is the behavioral expression of [the canonical article](/a/convergence-c15). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/convergence-c15.
- Read claims and relationships at /api/articles/convergence-c15/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

The Claim Every system faces walls. Every wall creates trade-offs. Every trade-off maps to a frontier. Systems that sit on the frontier survive. Systems that sit inside it die or stagnate. The frontier is geometry wearing the mask of fate. 

## Representations

- Human: /a/convergence-c15
- JSON: /api/articles/convergence-c15
- Relationships: /api/articles/convergence-c15/topology
- History: /api/articles/convergence-c15/revisions
