Add full capability readiness matrix

backend/tests/test_capabilities.py

@@ -0,0 +1,21 @@
+from app.capabilities import get_capability_matrix
+
+
+def test_capability_matrix_covers_core_domains():
+    matrix = get_capability_matrix()
+    domains = {item["id"]: item for item in matrix["domains"]}
+
+    assert {"dataset", "segmodel", "yolo", "mmseg", "visual", "analysis", "system"} <= set(domains)
+    assert domains["dataset"]["tasks"]["required_ready"] == domains["dataset"]["tasks"]["required"]
+    assert domains["yolo"]["ready"] is True
+    assert domains["mmseg"]["ready"] is True
+
+
+def test_capability_matrix_tracks_user_requirements():
+    matrix = get_capability_matrix()
+    requirements = {item["id"]: item for item in matrix["requirements"]}
+
+    assert requirements["user_script_mapping"]["passed"] is True
+    assert requirements["runtime_readiness"]["passed"] is True
+    assert requirements["yolo_heatmap"]["passed"] is True
+    assert requirements["training_curves"]["passed"] is True