---
name: proven-work-for-regulators
description: Apply the AI work a regulator can check: one bounded question in, record-cited verdicts out article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# AI work a regulator can check: one bounded question in, record-cited verdicts out

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

## Orient

- Read the machine article at /api/articles/proven-work-for-regulators.
- Read claims and relationships at /api/articles/proven-work-for-regulators/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

This page shows, end to end and against live receipts, how a public authority commissions one bounded verification from this build and exactly what comes back: scope and questions in, a checkable object out. The object is called proven work

## Representations

- Human: /a/proven-work-for-regulators
- JSON: /api/articles/proven-work-for-regulators
- Relationships: /api/articles/proven-work-for-regulators/topology
- History: /api/articles/proven-work-for-regulators/revisions