feat: Initial commit of Clutch-IQ project

tests/test_spatial_inference.py

@@ -0,0 +1,44 @@
+import requests
+import json
+import time
+
+url = "http://localhost:5000/predict"
+
+# Scenario: 2v2 Clutch
+# T Team: Together (Planting B site?)
+# CT Team: Separated (Retaking?)
+
+payload_spatial = {
+    "game_time": 90.0,
+    "players": [
+        # T Team (Team 2) - Clumped together
+        {"team_num": 2, "is_alive": True, "health": 100, "X": -1000, "Y": 2000, "Z": 0},
+        {"team_num": 2, "is_alive": True, "health": 100, "X": -1050, "Y": 2050, "Z": 0},
+        
+        # CT Team (Team 3) - Far apart (Retaking from different angles)
+        {"team_num": 3, "is_alive": True, "health": 100, "X": 0, "Y": 0, "Z": 0},      # Mid
+        {"team_num": 3, "is_alive": True, "health": 100, "X": -2000, "Y": 3000, "Z": 0} # Flanking
+    ]
+}
+
+def test_payload(name, payload):
+    print(f"\n--- Testing {name} ---")
+    try:
+        response = requests.post(url, json=payload, timeout=2)
+        print("Status Code:", response.status_code)
+        if response.status_code == 200:
+            data = response.json()
+            print("Response Prediction:", data['prediction'])
+            print("Win Probability:", json.dumps(data['win_probability'], indent=2))
+            print("Spatial Features Calculated:")
+            feats = data['features_used']
+            print(f"  Team Distance: {feats.get('team_distance', 'N/A'):.2f}")
+            print(f"  T Spread:      {feats.get('t_spread', 'N/A'):.2f}")
+            print(f"  CT Spread:     {feats.get('ct_spread', 'N/A'):.2f}")
+        else:
+            print("Error:", response.text)
+    except Exception as e:
+        print(f"Request failed: {e}")
+
+if __name__ == "__main__":
+    test_payload("Spatial 2v2 Scenario", payload_spatial)