---
name: auditable-reasoning
description: Apply the The rule set, the model's clause-by-clause reasoning, and the action it authorised, stored as one replayable record article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# The rule set, the model's clause-by-clause reasoning, and the action it authorised, stored as one replayable record

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

## Orient

- Read the machine article at /api/articles/auditable-reasoning.
- Read claims and relationships at /api/articles/auditable-reasoning/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 primitive, in one paragraph Auditable reasoning is not a model that explains itself. It is a system of record in which four things are the same inspectable object: the exact rules a model was placed under, the model's stated reasoning b

## Representations

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