---
name: nogo-n05
description: Apply the Computational Irreducibility: The Universe Refuses to Be Skipped article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# Computational Irreducibility: The Universe Refuses to Be Skipped

This Skill is the behavioral expression of [the canonical article](/a/nogo-n05). It does not repeat the article's human prose.

## Orient

- Read the machine article at /api/articles/nogo-n05.
- Read claims and relationships at /api/articles/nogo-n05/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 Some things you cannot shortcut. You must watch them happen. The universe insists on running the full simulation. Definitions - Computational irreducibility : No shortcut exists; you must compute every step. - Cellular automaton :

## Representations

- Human: /a/nogo-n05
- JSON: /api/articles/nogo-n05
- Relationships: /api/articles/nogo-n05/topology
- History: /api/articles/nogo-n05/revisions
