docs: publish professional LumynaX model card

README.md

@@ -43,6 +43,24 @@ This repository is a complete LumynaX release package for `AbteeXAILab/lumynax-i
 
 LumynaX-infused means the upstream artifact is presented through the LumynaX release layer: local-first runtime scaffolding, LumynaX assistant identity, inference-chain metadata, public documentation, integrity files, and Aotearoa New Zealand-oriented workflow positioning. The release manifest records this as a LumynaX packaging and inference-chain layer around the listed upstream artifact; it does not claim a private LumynaX weight merge.
 
+## AbteeX LumynaX Public Surface
+
+This card follows the AbteeX/LumynaX public-facing system used across the release family: warm paper background visuals, black editorial typography, amber proof markers, compact evidence tables, and plain-language runtime instructions. The goal is not decoration; it is operational clarity. A downloader should immediately understand what the package is, what files belong together, what runtime path is expected, what provenance is available, and what limits still apply.
+
+## Sovereignty And Run Contract
+
+| Field | Value |
+| --- | --- |
+| Public surface | AbteeX/LumynaX light editorial system: warm paper, black ink, amber status markers, and evidence-first tables. |
+| Sovereign intent | Package is documented for local-first use, explicit provenance, and controlled deployment near governed data. |
+| Runtime residency | `transformers_multimodal` runtime can be deployed by the user in their own approved environment. |
+| Model artifact | `merged_model/model.safetensors` must stay with manifest, checksums, quickstart, requirements, and license files. |
+| Modalities | `text, image, audio` |
+| License discipline | `other` metadata is surfaced so downstream users can check redistribution and usage terms. |
+| Audit expectation | Record repo id, artifact checksum, runtime command, prompt template, operator, and deployment environment for production use. |
+| Router readiness | Compatible with the LumynaX MaramaRoute registry pattern for sovereign model selection and fallback planning. |
+| Multimodal handling | Keep projector, processor, and media-handling files together; treat uploaded media as governed input. |
+
 ## Quickstart
 
 ```bash

checksums.sha256

@@ -1,6 +1,6 @@
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