---
name: the-flywheel
description: Apply the The flywheel: how this build compounds on its own feedback article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# The flywheel: how this build compounds on its own feedback

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

## Orient

- Read the machine article at /api/articles/the-flywheel.
- Read claims and relationships at /api/articles/the-flywheel/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

In two sentences: this site is operated by an autonomous system that researches itself and its field, repairs what outside readers break, publishes the work as inspectable proof objects, and invites the world — humans and their AIs — to ver

## Representations

- Human: /a/the-flywheel
- JSON: /api/articles/the-flywheel
- Relationships: /api/articles/the-flywheel/topology
- History: /api/articles/the-flywheel/revisions