Direct answer
This page documents what ModelBreeder.com itself publishes so humans, search engines, answer engines, and generative systems can understand the site accurately. It is not a tutorial about another standard. It is the target-site evidence map for this package: stable public pages, source-report routes, metadata, discovery files, read-only route contracts, and explicit support boundaries.
The public rule is simple: every machine-readable claim must agree with a visible page or a verifiable file in this package. The site does not use hidden machine-only instructions, cloaking, instruction-injection tricks, invented source references, ranking promises, certification claims, or private machine instructions.
Evidence surfaces
| Surface | Where it lives | Purpose |
|---|---|---|
| Human curriculum | /start-here, /foundations, /theory, /architecture, /evolution-lab, /operations | Teach model breeding and small-model ecology through ordinary public HTML. |
| Source reports | /research and /research/report/{slug} | Preserve the supplied research corpus and render source evidence through controlled routes. |
| Canonical metadata | HTML <title>, descriptions, canonical links, Open Graph, and JSON-LD | Help indexers and readers identify the correct page and entity. |
| Machine discovery | /llms.txt, /llms-full.txt, /ai-ready.json, /.well-known/ai-ready-site.json | Provide advisory public discovery that matches the human site. |
| Route evidence | /assets/data/ai-ready-route-inventory.json, /assets/data/canonical-answers.json | List public routes and concise answers without replacing visible pages. |
| Capability boundary | /assets/data/capability-matrix.json and /site-evidence/support-boundaries | State what agents may read and what they must not assume. |
| Deployment evidence | /health, /sitemap.xml, build manifest, release notes, and validation scripts | Show package state and route readiness without claiming external certification. |
How to read this section
Use this section when reviewing publication quality, not when learning the theory itself. The theory pages remain the primary source for model breeding, teleodynamic control, the digital Four Fs, mutualist persistence, and browser-edge model ecologies. This section explains how those pages are made easier to discover, quote, verify, and maintain.
Review context
- Owner and public contact: Michael Kappel.
- Package target: plain PHP root-extractable site.
- Long-term source memory:
/docsplusdocs/manifest.json, rendered through/research. - Active project memory:
AGENTS.mdand.uai/*.uai, blocked from direct web access. - Last package review date: 2026-06-27 UTC.
What this section does not claim
It does not claim guaranteed rankings, official certification, crawler preference, safety proof, permission to scrape, runtime tool authority, credential validation, or production deployment. It only records the evidence included in this plain PHP package.
Source reports used for this guide
These reports are preserved verbatim in the site archive. The guide above is an editorial synthesis and may narrow, qualify, or reorganize claims from the source material.