Build reusable bot framework

ai/ai_config.json

@@ -0,0 +1,16 @@
+{
+  "model": "qwen/qwen3-next-80b-a3b-thinking:nitro",
+  "max_tokens": 2048,
+  "json_mode": false,
+  "prompts": {
+    "command_parser": {
+      "system": "You route user messages to one available command module. Return only a JSON object. Never invent a module name.",
+      "user_template": "Available modules:\n{module_context}\n\nConversation context:\n{history_context}\n\nUser message: \"{user_input}\"\nCurrent UTC time: {current_time}\nUser timezone: {timezone}\n\nReturn exactly one JSON object with interaction_type, confidence from 0 to 1, and needs_clarification when the module is unclear."
+    }
+  },
+  "validation": {
+    "max_retries": 3,
+    "timeout_seconds": 15,
+    "confidence_threshold": 0.8
+  }
+}