fix(conductor): Apply review suggestions for track 'mma_data_architecture_dag_engine'

gui_2.py

@@ -2088,11 +2088,24 @@ class App:
             track_id = f"track_{uuid.uuid4().hex[:8]}"
             track = Track(id=track_id, description=title, tickets=tickets)
             
-            # 4. Initialize ConductorEngine and run_linear loop
+            # Initialize track state in the filesystem
+            from models import TrackState, Metadata
+            from datetime import datetime
+            now = datetime.now()
+            meta = Metadata(id=track_id, name=title, status="todo", created_at=now, updated_at=now)
+            state = TrackState(metadata=meta, discussion=[], tasks=tickets)
+            project_manager.save_track_state(track_id, state, self.ui_files_base_dir)
+
+            # 4. Initialize ConductorEngine and run loop
             engine = multi_agent_conductor.ConductorEngine(track, self.event_queue)
             
+            # Use current full markdown context for the track execution
+            track_id_param = track.id
+            flat = project_manager.flat_config(self.project, self.active_discussion, track_id=track_id_param)
+            full_md, _, _ = aggregate.run(flat)
+
             # Schedule the coroutine on the internal event loop
-            asyncio.run_coroutine_threadsafe(engine.run_linear(), self._loop)
+            asyncio.run_coroutine_threadsafe(engine.run(md_content=full_md), self._loop)
         except Exception as e:
             self.ai_status = f"Track start error: {e}"
             print(f"ERROR in _start_track_logic: {e}")