Update README.md

README.md

@@ -1,3 +1,63 @@
----
-license: mit
----
+---
+language:
+  - en
+license: mit
+pretty_name: Quantum Error-Syndrome Logical Coherence Coupling Baseline v0.1
+dataset_name: quantum-error-syndrome-logical-coherence-coupling-baseline-v0.1
+tags:
+  - clarusc64
+  - quantum
+  - coherence
+  - stabilizer
+  - hardware-agnostic
+task_categories:
+  - tabular-regression
+  - tabular-classification
+size_categories:
+  - n<1K
+configs:
+  - config_name: default
+    data_files:
+      - split: train
+        path: data/train.csv
+      - split: test
+        path: data/test.csv
+---
+
+What this dataset tests
+
+Whether a system can model  
+baseline coupling between:
+
+stabilizer error syndromes  
+and logical qubit integrity
+
+before decoherence collapse begins.
+
+Required outputs
+
+- coupling_strength_index  
+- expected_coupling_band  
+- anomaly_score  
+- confidence_score  
+
+Use case
+
+Layer 1 of the  
+Quantum T2 Collapse Prediction Trinity.
+
+Defines the normal coherence band  
+for a processor before drift begins.
+
+Why it matters
+
+Quantum processor failure  
+does not start with a spike.
+
+It starts when  
+error syndromes  
+and logical performance  
+stop moving together.
+
+This dataset trains systems  
+to learn that coupling baseline.