---
name: auditable-reasoning-audited
description: Apply the How three system prompts changed the audit record produced from the same AI decision article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# How three system prompts changed the audit record produced from the same AI decision

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

## Orient

- Read the machine article at /api/articles/auditable-reasoning-audited.
- Read claims and relationships at /api/articles/auditable-reasoning-audited/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 was tested, and why The claim under test is the operator's, held since the first version of this build: that a governing system prompt written as strict invariant law — not a polite instruction — is what turns a language model into an 

## Representations

- Human: /a/auditable-reasoning-audited
- JSON: /api/articles/auditable-reasoning-audited
- Relationships: /api/articles/auditable-reasoning-audited/topology
- History: /api/articles/auditable-reasoning-audited/revisions
