TriadicFrameworks
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TriadicFrameworks AI‑Metadata Standard v1.0

1. Purpose#

This standard defines the AI‑oriented metadata required for all TriadicFrameworks modules so that students, educators, and AI systems can reliably interpret, navigate, and validate the canon.

2. Metadata Fields#

2.1 Universal Fields (required for every module)#

  • ai.module — Constant identifier for TriadicFrameworks modules.
  • ai.version — Metadata standard version (e.g., 1.0).
  • ai.purpose — High‑level purpose of the module ecosystem.
  • ai.keywords — Comma‑separated keywords for AI retrieval.
  • ai.audience — Intended audience (students, educators, researchers, AI systems).
  • ai.navigation — URL to the main sitemap.
  • ai.discussions — URL to GitHub Discussions.
  • ai.contact.x — X (Twitter) handle.
  • ai.contact.youtube — YouTube handle.
  • ai.license — Usage and licensing statement.

2.2 Module‑Specific Fields (required per module)#

  • ai.module.name — Canonical module name (usually folder name).
  • ai.module.summary — 1–2 sentence description of the module.
  • ai.module.category — Category label (e.g., education, rtt, sarg, substrate, resonance, general).

2.3 Optional Fields#

  • ai.module.dependencies — Comma‑separated list of related modules.
  • ai.module.prerequisites — Recommended prior modules.
  • ai.module.related — Cross‑links to similar modules.
  • ai.module.level — beginner, intermediate, or advanced.

3. Placement#

Metadata must appear at the top of:

  • index.html or
  • README.md (using raw HTML)

Example:

<!-- AI Metadata: TriadicFrameworks Module -->
<meta name="ai.module" content="TriadicFrameworks Educational Module" />
<meta name="ai.version" content="1.0" />
...
<meta name="ai.module.name" content="resonance_atlas" />
<meta name="ai.module.summary" content="Resonance Atlas for cross‑substrate signatures and lineage." />
<meta name="ai.module.category" content="resonance" />

4. Validation#

A validator script must check:

  • presence of universal fields
  • presence of module‑specific fields
  • (optionally) presence in sitemap_main.xml

Modules failing validation are flagged for correction.

5. Versioning#

  • Current version: 1.0
  • Future versions may add:
    • lineage metadata
    • resonance‑mapping metadata
    • embedding hints
    • AI‑tutor configuration fields

6. License#

This standard is open for educational and research use as part of the TriadicFrameworks ecosystem.

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AI METADATA STANDARD — TriadicFrameworks