def run(self) -> str:
        """Analyzes project and stores results in shared state"""
        if self._shared_state.get("project_analysis", None) is not None:
            raise ValueError("Project analysis already exists. Please proceed with technical specification.")
        
        analysis = {
            "name": self.project_name,
            "type": self.project_type,
            "complexity": "high",
            "timeline": "6 months",
            "budget_feasibility": "within range",
            "requirements": ["Scalable architecture", "Security", "API integration"]
        }
        
        self._shared_state.set("project_analysis", analysis)
        return "Project analysis completed. Please proceed with technical specification."
Analyzes project and stores results in shared state
advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency/agency.py