---
name: seat-liveness-record
description: Apply the The five-model panel never returned a denial, and the cause was three seats returning nothing at all article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# The five-model panel never returned a denial, and the cause was three seats returning nothing at all

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

## Orient

- Read the machine article at /api/articles/seat-liveness-record.
- Read claims and relationships at /api/articles/seat-liveness-record/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

Thirty oracle-labelled cases went through the panel. It never once authorised something it should not have. It also never once managed to deny anything. Not a single NEGATE across the whole run. The comfortable reading is that the instrumen

## Representations

- Human: /a/seat-liveness-record
- JSON: /api/articles/seat-liveness-record
- Relationships: /api/articles/seat-liveness-record/topology
- History: /api/articles/seat-liveness-record/revisions
