Add detection operator profiles

backend/tests/test_sprint122_model_asset_activation_guardrails.py

@@ -20,10 +20,9 @@ def test_detection_lab_explains_explicit_model_asset_and_threshold_selection() -
 
     assert "Explicit model asset" in lab
     assert "No model file is selected automatically" in lab
-    assert "Current benchmark candidate" in lab
-    assert "geointel-building-yolov8s-hardneg160r4e50-pt" in lab
-    assert "Recommended starting threshold" in lab
-    assert "0.25" in lab
+    assert "Operator profiles" in lab
+    assert "DETECTION_OPERATOR_PROFILES" in lab
+    assert "Candidate only - not default-approved" in lab
     assert "will_download_models" in lab
 
 

backend/tests/test_sprint155_detection_operator_profiles.py

@@ -0,0 +1,46 @@
+from pathlib import Path
+
+
+ROOT = Path(__file__).resolve().parents[2]
+
+
+def test_detection_operator_profiles_define_explicit_non_default_yolo_candidates() -> None:
+    profiles = ROOT / "frontend" / "src" / "components" / "detection" / "detectionProfiles.ts"
+    source = profiles.read_text(encoding="utf-8")
+
+    assert "DETECTION_OPERATOR_PROFILES" in source
+    assert "geointel-building-yolov8s-aoi1024bg512r3e50-pt" in source
+    assert "balanced-review" in source
+    assert "conservative-review" in source
+    assert "confidenceThreshold: 0.15" in source
+    assert "confidenceThreshold: 0.35" in source
+    assert "defaultApproved: false" in source
+    assert "promotionRecommendation: 'none'" in source
+    assert "false-positive pressure" in source
+
+
+def test_detection_lab_surfaces_profiles_as_deliberate_operator_actions() -> None:
+    lab = (ROOT / "frontend" / "src" / "components" / "detection" / "DetectionLab.tsx").read_text(
+        encoding="utf-8"
+    )
+
+    assert "DETECTION_OPERATOR_PROFILES" in lab
+    assert "Operator profiles" in lab
+    assert "profile.displayName" in lab
+    assert "profile.confidenceThreshold" in lab
+    assert "Candidate only - not default-approved" in lab
+    assert "Apply profile" in lab
+    assert "onApplyOperatorProfile(profile)" in lab
+    assert "Recommended starting threshold: 0.25" not in lab
+
+
+def test_detection_workflow_applies_profiles_without_auto_selecting_assets() -> None:
+    hook = (ROOT / "frontend" / "src" / "hooks" / "useDetectionWorkflow.ts").read_text(encoding="utf-8")
+    app = (ROOT / "frontend" / "src" / "App.tsx").read_text(encoding="utf-8")
+
+    assert "applyDetectionOperatorProfile" in hook
+    assert "setSelectedDetectionModelId('yolo-configured')" in hook
+    assert "setSelectedModelAssetId(profile.modelAssetId)" in hook
+    assert "setDetectionConfidenceThreshold(profile.confidenceThreshold)" in hook
+    assert "setSelectedModelAssetId(assetResponse.items[0]" not in hook
+    assert "onApplyOperatorProfile={applyDetectionOperatorProfile}" in app