v1.0 - Version stable: multi-PC, détection UI-DETR-1, 3 modes exécution

- Frontend v4 accessible sur réseau local (192.168.1.40)
- Ports ouverts: 3002 (frontend), 5001 (backend), 5004 (dashboard)
- Ollama GPU fonctionnel
- Self-healing interactif
- Dashboard confiance

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

tests/dataset/example_form_002/expected.json

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+{
+  "element_id": "email_field",
+  "confidence": 0.93
+}

tests/dataset/example_form_002/metadata.json

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+{
+  "description": "Test case for email field resolution with spatial constraints",
+  "category": "form_interaction",
+  "difficulty": "medium",
+  "created_by": "Dom, Alice Kiro",
+  "created_date": "2025-12-22",
+  "tags": ["email", "text_input", "form", "spatial_hints", "constraints"]
+}

tests/dataset/example_form_002/screen_state.json

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+{
+  "screen_state_id": "example_state_002",
+  "timestamp": "2025-12-22T10:35:00.000000",
+  "session_id": "example_session",
+  "window": {
+    "app_name": "ExampleApp",
+    "window_title": "Registration Form",
+    "screen_resolution": [1920, 1080],
+    "workspace": "main"
+  },
+  "raw": {
+    "screenshot_path": "/tmp/example_screenshot_002.png",
+    "capture_method": "mss",
+    "file_size_bytes": 3072
+  },
+  "perception": {
+    "embedding": {
+      "provider": "openclip_ViT-B-32",
+      "vector_id": "/tmp/example_embedding_002.npy",
+      "dimensions": 512
+    },
+    "detected_text": ["First Name", "Last Name", "Email", "Submit", "Cancel"],
+    "text_detection_method": "qwen_vl",
+    "confidence_avg": 0.88
+  },
+  "context": {
+    "current_workflow_candidate": null,
+    "workflow_step": null,
+    "user_id": "test_user",
+    "tags": ["registration", "form"],
+    "business_variables": {}
+  },
+  "metadata": {},
+  "ui_elements": [
+    {
+      "element_id": "first_name_field",
+      "type": "text_input",
+      "role": "form_input",
+      "bbox": {
+        "x": 300,
+        "y": 200,
+        "width": 180,
+        "height": 30
+      },
+      "center": [390, 215],
+      "label": "First Name",
+      "label_confidence": 0.92,
+      "embeddings": {
+        "image": null,
+        "text": null
+      },
+      "visual_features": {
+        "dominant_color": "#FFFFFF",
+        "has_icon": false,
+        "shape": "rectangle",
+        "size_category": "medium"
+      },
+      "tags": ["input", "required"],
+      "confidence": 0.89,
+      "metadata": {}
+    },
+    {
+      "element_id": "last_name_field",
+      "type": "text_input",
+      "role": "form_input",
+      "bbox": {
+        "x": 500,
+        "y": 200,
+        "width": 180,
+        "height": 30
+      },
+      "center": [590, 215],
+      "label": "Last Name",
+      "label_confidence": 0.91,
+      "embeddings": {
+        "image": null,
+        "text": null
+      },
+      "visual_features": {
+        "dominant_color": "#FFFFFF",
+        "has_icon": false,
+        "shape": "rectangle",
+        "size_category": "medium"
+      },
+      "tags": ["input", "required"],
+      "confidence": 0.87,
+      "metadata": {}
+    },
+    {
+      "element_id": "email_field",
+      "type": "text_input",
+      "role": "form_input",
+      "bbox": {
+        "x": 300,
+        "y": 250,
+        "width": 380,
+        "height": 30
+      },
+      "center": [490, 265],
+      "label": "Email",
+      "label_confidence": 0.94,
+      "embeddings": {
+        "image": null,
+        "text": null
+      },
+      "visual_features": {
+        "dominant_color": "#FFFFFF",
+        "has_icon": false,
+        "shape": "rectangle",
+        "size_category": "large"
+      },
+      "tags": ["input", "email", "required"],
+      "confidence": 0.93,
+      "metadata": {}
+    },
+    {
+      "element_id": "submit_button",
+      "type": "button",
+      "role": "primary_action",
+      "bbox": {
+        "x": 400,
+        "y": 320,
+        "width": 100,
+        "height": 35
+      },
+      "center": [450, 337],
+      "label": "Submit",
+      "label_confidence": 0.96,
+      "embeddings": {
+        "image": null,
+        "text": null
+      },
+      "visual_features": {
+        "dominant_color": "#28A745",
+        "has_icon": false,
+        "shape": "rounded_rectangle",
+        "size_category": "medium"
+      },
+      "tags": ["button", "primary"],
+      "confidence": 0.94,
+      "metadata": {}
+    },
+    {
+      "element_id": "cancel_button",
+      "type": "button",
+      "role": "secondary_action",
+      "bbox": {
+        "x": 520,
+        "y": 320,
+        "width": 100,
+        "height": 35
+      },
+      "center": [570, 337],
+      "label": "Cancel",
+      "label_confidence": 0.93,
+      "embeddings": {
+        "image": null,
+        "text": null
+      },
+      "visual_features": {
+        "dominant_color": "#6C757D",
+        "has_icon": false,
+        "shape": "rounded_rectangle",
+        "size_category": "medium"
+      },
+      "tags": ["button", "secondary"],
+      "confidence": 0.91,
+      "metadata": {}
+    }
+  ]
+}

tests/dataset/example_form_002/target_spec.json

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+{
+  "by_role": "text_input",
+  "by_text": "Email",
+  "by_position": null,
+  "selection_policy": "first",
+  "fallback_strategy": "visual_similarity",
+  "context_hints": {
+    "below_text": "Last Name"
+  },
+  "hard_constraints": {
+    "min_area": 5000
+  },
+  "weights": {
+    "proximity": 0.4,
+    "alignment": 0.3,
+    "container": 0.2,
+    "roi_iou": 0.1
+  }
+}