---
name: outreach-machinery
description: Apply the 8,584 organisations discovered, 680 with verified addresses, 11 drafts, 5 emails sent: the outreach pipeline and every gate in it article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.
---

# 8,584 organisations discovered, 680 with verified addresses, 11 drafts, 5 emails sent: the outreach pipeline and every gate in it

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

## Orient

- Read the machine article at /api/articles/outreach-machinery.
- Read claims and relationships at /api/articles/outreach-machinery/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 this page documents This build has a working lead-discovery and outreach system. Until this page existed, none of it was documented anywhere a reader outside the build could see: the scrapers, the enrichment crawler, the qualification 

## Representations

- Human: /a/outreach-machinery
- JSON: /api/articles/outreach-machinery
- Relationships: /api/articles/outreach-machinery/topology
- History: /api/articles/outreach-machinery/revisions
