feat: create comprehensive agent systems implementation plan

✅ Agent Systems Implementation Plan
- Created comprehensive 7-week implementation plan
- Detailed technical architecture for 5 major components
- Phase-based implementation strategy
- Success metrics and KPIs defined
- Risk assessment and mitigation strategies

✅ Project Structure
- Created directory structure for all agent system components
- Agent coordination: communication, routing, decision making
- Agent marketplace: core, economics, contracts, analytics
- LLM integration: framework, intelligent agents, prompts
- Autonomous systems: decision engine, learning, policies
- Vision integration: processing, analysis, multi-modal

✅ Planning Updates
- Updated TASK_IMPLEMENTATION_SUMMARY.md with new plan
- Updated REMAINING_TASKS_ROADMAP.md with implementation details
- Added agent systems to high priority tasks
- Ready for 7-week implementation timeline

✅ Technical Foundation
- Agent coordination framework design
- Multi-agent communication protocols
- Marketplace integration strategy
- LLM integration architecture
- Autonomous decision making framework
- Computer vision integration plan

🚀 Agent Systems implementation plan ready for execution!

apps/agent-coordinator/pyproject.toml

@@ -0,0 +1,25 @@
+[tool.poetry]
+name = "aitbc-agent-coordinator"
+version = "0.1.0"
+description = "AITBC Agent Coordination System"
+authors = ["AITBC Team"]
+
+[tool.poetry.dependencies]
+python = "^3.9"
+fastapi = "^0.104.0"
+uvicorn = "^0.24.0"
+pydantic = "^2.4.0"
+redis = "^5.0.0"
+celery = "^5.3.0"
+websockets = "^12.0"
+aiohttp = "^3.9.0"
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^7.4.0"
+pytest-asyncio = "^0.21.0"
+black = "^23.9.0"
+mypy = "^1.6.0"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"