Site Evidence Intermediate 2 minute read Updated 2026-06-27 UTC

Public machine discovery files

The advisory files ModelBreeder.com publishes for route discovery, source routing, capability boundaries, and human review paths.

Research statusGenerated file inventory Publication statePublished Reviewed byMichael Kappel Source reports2

Direct answer

ModelBreeder.com publishes machine-readable discovery files to make its public read-only content easier to find and verify. These files are advisory. They do not authorize writes, scraping beyond policy, credentials, tool execution, private memory access, or ranking benefits.

Published discovery files

FileHuman-readable counterpartWhat it should contain
/llms.txtThis page and the main learning pathCompact summary and preferred canonical routes.
/llms-full.txtThe route inventory and sitemapLarger route list and answer summary.
/ai-ready.json/site-evidence and /site-evidence/support-boundariesSite identity, discovery links, capabilities, support boundary, and contact route.
/.well-known/ai-ready-site.json/ai-ready.jsonSame public-safe manifest at a predictable well-known path.
/.well-known/uaix.json/site-evidenceA target-site pointer that identifies ModelBreeder.com and its manifest.
/openapi.json/site-evidence/support-boundariesRead-only public GET routes only.
/assets/data/canonical-answers.jsonCanonical concept pagesConcise answers that link back to visible pages.
/assets/data/capability-matrix.json/site-evidence/support-boundariesSupported reads, unsupported actions, and no-op review path.
/assets/data/ai-ready-route-inventory.json/sitemap.xml and public navigationFull public route inventory with canonical URLs and source metadata.

Consistency rule

pseudocode
FUNCTION validate_public_discovery(site)
    FOR each machine_file IN site.discovery_files
        require machine_file.site_url == "https://modelbreeder.com/"
        require machine_file.claims_are_public_safe()
        require NOT machine_file.contains("uaix.org as target site")
        require NOT machine_file.grants_write_authority()
        require NOT machine_file.claims_certification()
    END FOR
END FUNCTION

Human review path

When a crawler, agent, or developer needs a capability not listed in the public manifest, the expected behavior is no-op plus human review through Contact Michael Kappel. The site is a publication and learning system, not an autonomous service endpoint.

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.