manual_slop/conductor/archive/encapsulate_appcontroller_status_20260507/spec.md

Specification: Encapsulate AppController Status\n\n## Overview\nConvert ai_status and mma_status to properties with thread-safe setters.\n\n## Acceptance Criteria\n- [ ] All tasks completed without breaking the test suite.\n