Polish workbench workspace usability

backend/tests/test_sprint50_workspace_usability_polish.py

@@ -0,0 +1,52 @@
+from __future__ import annotations
+
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[2]
+
+
+def test_data_workspace_panels_use_operator_friendly_cards_and_forms() -> None:
+    project_panel = (ROOT / "frontend" / "src" / "components" / "project" / "ProjectPanel.tsx").read_text(
+        encoding="utf-8"
+    )
+    area_panel = (ROOT / "frontend" / "src" / "components" / "project" / "AreaPanel.tsx").read_text(
+        encoding="utf-8"
+    )
+    dataset_panel = (ROOT / "frontend" / "src" / "components" / "datasets" / "DatasetPanel.tsx").read_text(
+        encoding="utf-8"
+    )
+
+    assert "compact-form" in project_panel
+    assert "entity-card-active" in project_panel
+    assert "AOI manager" in area_panel
+    assert "compact-form" in area_panel
+    assert "entity-card-active" in area_panel
+    assert "dataset-upload-form" in dataset_panel
+    assert "dataset-card" in dataset_panel
+    assert "status-badge-ready" in dataset_panel
+
+
+def test_map_and_ai_workspaces_use_task_blocks_not_raw_stacks() -> None:
+    map_workspace = (ROOT / "frontend" / "src" / "components" / "map" / "MapWorkspace.tsx").read_text(
+        encoding="utf-8"
+    )
+    detection_lab = (ROOT / "frontend" / "src" / "components" / "detection" / "DetectionLab.tsx").read_text(
+        encoding="utf-8"
+    )
+    segmentation_lab = (
+        ROOT / "frontend" / "src" / "components" / "segmentation" / "SegmentationLab.tsx"
+    ).read_text(encoding="utf-8")
+    styles = (ROOT / "frontend" / "src" / "styles" / "app.css").read_text(encoding="utf-8")
+
+    assert "map-toolbar" in map_workspace
+    assert "layer-control-card" in map_workspace
+    assert "Spatial review" in map_workspace
+    assert "model-list" in detection_lab
+    assert "lab-block" in detection_lab
+    assert "lab-form-grid" in detection_lab
+    assert "model-list" in segmentation_lab
+    assert "lab-block" in segmentation_lab
+    assert ".dataset-upload-form" in styles
+    assert ".map-toolbar" in styles
+    assert ".workspace-grid-ai .lab-form-grid" in styles