# ModelBreeder.com site discovery and publishing implementation notes

## Purpose

This durable note records the v2.1.0 correction: external AI-ready guidance was previously converted into public guide pages about the guidance itself. That was the wrong target. The correct target is ModelBreeder.com as a plain PHP, source-backed educational site.

## Correct implementation rule

The site should improve its own pages, templates, discovery files, metadata, route inventories, source evidence, and support boundaries. It should not copy external guidance into a public section, publish explainer pages about the reference, create doorway pages, hide machine-only instructions, insert model-manipulation text, invent source references, promise rankings, or claim certification.

## Implemented target-site surfaces

- Canonical concept pages remain under `/foundations`, `/theory`, `/architecture`, `/evolution-lab`, `/operations`, `/safety`, `/benefits`, `/blueprints`, `/tools`, and `/reference`.
- Site evidence pages live under `/site-evidence` and describe the actual package: discovery files, canonical answer packets, metadata, source provenance, support boundaries, accessibility structure, search coverage, release validation, and review workflow.
- Public machine files remain advisory and target `https://modelbreeder.com/`.
- `/docs` remains the durable long-term source-memory layer.
- `.uai/long-term-memory.uai` remains a pointer-only ledger to `/docs`.
- The package remains root-extractable plain PHP with no database and no WordPress artifacts.

## Owner and review context

- Owner: Michael Kappel.
- Public contact route: `/contact`.
- Package review date: 2026-06-27 UTC.
- Package target: plain vanilla PHP root site, not WordPress, not a CMS theme, not a plugin.

## Release acceptance notes

Future agents should check for route drift, discovery-file drift, stale `.uai` memory, copied guidance pages, unsupported AI-ready claims, and package-target drift before producing a ZIP.