@@ -187,19 +187,28 @@ async def _ui_event_handler(event: Any) -> None:
187187 _runtime .agents = {
188188 "demand_forecaster" : DemandForecasterAgent (
189189 llm = llm ,
190- tools = [QueryDemandHistory (), RunDemandForecast (), GetForecastAccuracy (), ScanMarketIntelligence (), EmitEvent ()],
190+ tools = [
191+ QueryDemandHistory (), RunDemandForecast (), GetForecastAccuracy (),
192+ ScanMarketIntelligence (), EmitEvent (),
193+ ],
191194 ),
192195 "strategic_planner" : StrategicPlannerAgent (
193196 llm = llm ,
194197 tools = [QueryKPIHistory (), OptimizeInventory (), QueryInventoryStatus (), EmitEvent ()],
195198 ),
196199 "inventory_optimizer" : InventoryOptimizerAgent (
197200 llm = llm ,
198- tools = [QueryInventoryStatus (), CalculateReorderPoint (), AdjustSafetyStock (), OptimizeInventory (), EmitEvent ()],
201+ tools = [
202+ QueryInventoryStatus (), CalculateReorderPoint (), AdjustSafetyStock (),
203+ OptimizeInventory (), EmitEvent (),
204+ ],
199205 ),
200206 "supplier_manager" : SupplierManagerAgent (
201207 llm = llm ,
202- tools = [QuerySupplierInfo (), EvaluateSupplier (), CreatePurchaseOrder (), RequestHumanApproval (), EmitEvent ()],
208+ tools = [
209+ QuerySupplierInfo (), EvaluateSupplier (), CreatePurchaseOrder (),
210+ RequestHumanApproval (), EmitEvent (),
211+ ],
203212 ),
204213 "logistics_coordinator" : LogisticsCoordinatorAgent (
205214 llm = llm ,
@@ -387,7 +396,10 @@ async def run_cycle(self) -> Dict[str, Any]:
387396
388397 return {
389398 "cycle" : self ._cycle_count ,
390- "agent_results" : {k : v .get ("analysis" , "" ) if isinstance (v , dict ) else "" for k , v in agent_results .items ()},
399+ "agent_results" : {
400+ k : v .get ("analysis" , "" ) if isinstance (v , dict ) else ""
401+ for k , v in agent_results .items ()
402+ },
391403 "kpi" : snapshot .model_dump (),
392404 "violations" : len (violations ),
393405 "report" : report_result .get ("report" , {}).get ("report_id" ),
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