docs: update planning documents with agent systems details

✅ Planning Documents Updated
- Updated TASK_IMPLEMENTATION_SUMMARY.md with agent systems plan
- Updated REMAINING_TASKS_ROADMAP.md with implementation details
- Added phase breakdown and expected outcomes
- Marked agent systems as ready for implementation

✅ Agent Systems Status
- Comprehensive 7-week implementation plan created
- Project structure initialized for all components
- Technical architecture defined
- Success metrics and KPIs established

✅ Implementation Readiness
- Planning phase complete (0% → planning complete)
- Ready to begin Week 1: Agent coordination foundation
- Clear roadmap for 7-week implementation
- All dependencies and requirements identified

🚀 Agent Systems implementation plan fully documented and ready!

.windsurf/plans/REMAINING_TASKS_ROADMAP.md

@@ -132,6 +132,7 @@ active_users = Gauge('active_users_total', 'Number of active users')
 **Priority**: High | **Effort**: High | **Impact**: High
 
 #### **Implementation Plan**
+- **File**: `AGENT_SYSTEMS_IMPLEMENTATION_PLAN.md`
 - **Timeline**: 7 weeks
 - **Focus**: Advanced AI capabilities and marketplace
 - **Key Features**:
@@ -140,6 +141,20 @@ active_users = Gauge('active_users_total', 'Number of active users')
   - Large language model integration
   - Computer vision and autonomous decision making
 
+#### **Phase Breakdown**
+- **Week 1-2**: Agent coordination foundation
+- **Week 3-4**: Agent marketplace integration
+- **Week 5**: LLM integration
+- **Week 6**: Autonomous decision making
+- **Week 7**: Computer vision integration
+
+#### **Expected Outcomes**
+- Multi-agent coordination: 100+ concurrent agents
+- Agent marketplace: $1000+ daily agent earnings
+- Intelligent agents: LLM-powered reasoning
+- Autonomous systems: Self-learning and adaptation
+- Visual intelligence: Computer vision capabilities
+
 ---
 
 ## 📊 **PROGRESS TRACKING**

.windsurf/plans/TASK_IMPLEMENTATION_SUMMARY.md

@@ -80,6 +80,8 @@ Comprehensive implementation plans have been created for all remaining AITBC tas
   - Agent marketplace with reputation system
   - Large language model integration
   - Computer vision and autonomous decision making
+- **Implementation Plan**: `AGENT_SYSTEMS_IMPLEMENTATION_PLAN.md`
+- **Status**: 📋 Planning complete, ready for implementation
 
 ## 📊 **Progress Summary**