WIP: Save current work before CHORUS rebrand

- Agent roles integration progress
- Various backend and frontend updates
- Storybook cache cleanup

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

BZZZ_INTEGRATION_TODOS.md

@@ -5,6 +5,50 @@
 
 ---
 
+## 🎯 **CRITICAL PRIORITY: RL Context Curator Integration**
+
+### **0. Context Feedback and Learning System**
+**Priority: Critical - Integration with HCFS RL Context Curator**
+- [ ] **Task Outcome Tracking**
+  - [ ] Extend `backend/app/models/task.py` with completion metrics
+  - [ ] Add fields: completion_time, errors_encountered, follow_up_questions, success_rate
+  - [ ] Implement task outcome classification (completed, failed, abandoned)
+  - [ ] Add confidence scoring for task completions
+
+- [ ] **Agent Role Management System**
+  - [ ] Modify `backend/app/services/agent_manager.py` for role-based capabilities
+  - [ ] Implement role definitions: backend, frontend, devops, qa, testing
+  - [ ] Add directory scope patterns for each agent role
+  - [ ] Create agent permission management with role inheritance
+  - [ ] Support dynamic role assignment based on task requirements
+
+- [ ] **Context Feedback Collection API**
+  - [ ] Create `backend/app/api/feedback.py` with context feedback endpoints
+  - [ ] Implement POST /api/feedback/context/{context_id} (upvote, downvote, forgetfulness)
+  - [ ] Add POST /api/feedback/task-outcome/{task_id} for task completion feedback
+  - [ ] Create feedback confidence and usage context tracking
+  - [ ] Add feedback aggregation and analytics endpoints
+
+- [ ] **Real-time Task Event System**
+  - [ ] Extend `backend/app/services/websocket_manager.py` for task events
+  - [ ] Add WebSocket events for task completion/failure triggers
+  - [ ] Implement real-time feedback collection notifications
+  - [ ] Create task-to-context relevance tracking events
+  - [ ] Add agent role change notifications
+
+- [ ] **Database Schema Extensions for Context Learning**
+  - [ ] Create migration for context_feedback table
+  - [ ] Create migration for agent_permissions table  
+  - [ ] Add context relevance tracking to tasks table
+  - [ ] Extend agent model with role and directory scope fields
+  - [ ] Implement feedback aggregation views for RL training
+
+- [ ] **Integration with Bzzz Context Events**
+  - [ ] Add endpoints to receive context feedback from Bzzz P2P network
+  - [ ] Implement feedback event routing to HCFS RL Context Curator
+  - [ ] Create feedback event validation and deduplication
+  - [ ] Add task-context relevance correlation tracking
+
 ## 🎯 **HIGH PRIORITY: Project Registration & Activation System**
 
 ### **1. Database-Driven Project Management**