manual_slop/conductor/tracks/gui_decoupling_controller_20260302/plan.md

Implementation Plan: GUI Decoupling

Phase 1: Controller Skeleton

• Task: Initialize MMA Environment activate_skill mma-orchestrator
• Task: Create app_controller.py.
• Task: Conductor - User Manual Verification 'Phase 1'

Phase 2: State Migration

• Task: Move App state from gui_2.py to controller.
• Task: Conductor - User Manual Verification 'Phase 2'

Phase 3: Logic Migration

• Task: Move non-rendering methods to controller.
• Task: Conductor - User Manual Verification 'Phase 3'

Phase 4: Validation

• Task: Update all tests to mock/use the controller.
• Task: Conductor - User Manual Verification 'Phase 4'