def run(self) -> str:
        """Creates technical specification based on analysis"""
        project_analysis = self._shared_state.get("project_analysis", None)
        if project_analysis is None:
            raise ValueError("Please analyze project requirements first using AnalyzeProjectRequirements tool.")
        
        spec = {
            "project_name": project_analysis["name"],
            "architecture": self.architecture_type,
            "technologies": self.core_technologies.split(","),
            "scalability": self.scalability_requirements
        }
        
        self._shared_state.set("technical_specification", spec)
        return f"Technical specification created for {project_analysis['name']}."
Creates technical specification based on analysis
advanced_ai_agents/multi_agent_apps/agent_teams/ai_services_agency/agency.py