feat: Initial commit of Clutch-IQ project

tests/test_advanced_inference.py

@@ -0,0 +1,53 @@
+import requests
+import json
+
+# URL of the local inference service
+url = "http://127.0.0.1:5000/predict"
+
+# Scenario: 2v2 Clutch
+# T side: 2 players, low cash, AK47s
+# CT side: 2 players, high cash, M4A1s + Defuser
+# Spatial: T grouped (spread low), CT spread out (spread high)
+
+payload = {
+    "game_time": 90.0,
+    "is_bomb_planted": 1,
+    "site": 401, # Example site ID
+    "players": [
+        # T Players (Team 2)
+        {
+            "team_num": 2, "is_alive": True, "health": 100, 
+            "X": -1000, "Y": 2000, "Z": 0,
+            "active_weapon_name": "ak47", "balance": 1500, "armor_value": 100, "has_helmet": True,
+            "rating": 1.05
+        },
+        {
+            "team_num": 2, "is_alive": True, "health": 100, 
+            "X": -1050, "Y": 2050, "Z": 0,
+            "active_weapon_name": "ak47", "balance": 2000, "armor_value": 100, "has_helmet": True,
+            "rating": 0.95
+        },
+        # CT Players (Team 3)
+        {
+            "team_num": 3, "is_alive": True, "health": 100, 
+            "X": 0, "Y": 0, "Z": 0,
+            "active_weapon_name": "m4a1", "balance": 5000, "armor_value": 100, "has_helmet": True, "has_defuser": True,
+            "rating": 1.10
+        },
+        {
+            "team_num": 3, "is_alive": True, "health": 100, 
+            "X": -2000, "Y": 3000, "Z": 0,
+            "active_weapon_name": "awp", "balance": 4750, "armor_value": 100, "has_helmet": True,
+            "rating": 1.20
+        }
+    ]
+}
+
+print(f"Sending payload to {url}...")
+try:
+    response = requests.post(url, json=payload)
+    print(f"Status Code: {response.status_code}")
+    print("Response JSON:")
+    print(json.dumps(response.json(), indent=2))
+except Exception as e:
+    print(f"Request failed: {e}")