feat(agent): run tasks in parallel to prevent duplication across agents

.replit

@@ -44,7 +44,7 @@ args = "python examples/mcp_example/test_integration.py"
 [[workflows.workflow]]
 name = "Run Mock MCP System"
 author = 13983571
-mode = "sequential"
+mode = "parallel"
 
 [[workflows.workflow.tasks]]
 task = "shell.exec"

attached_assets/Pasted--Multi-Agent-Math-System-Enter-exit-to-quit-Enter-a-math-problem-show-the-agetns-available--1744990375623.txt

@@ -0,0 +1,73 @@
+
+Multi-Agent Math System
+Enter 'exit' to quit
+
+Enter a math problem: show the agetns available 
+
+==================================================
+Results:
+==================================================
+
+[Calculator]
+--------------------------------------------------
+I can perform basic mathematical operations: addition (use '+' or 'plus'), multiplication (use '*' or 'times'), and division (use '/' or 'divide by'). For example: '5 plus 3' or '10 divide by 2'
+
+[StockAnalyst]
+--------------------------------------------------
+I can analyze stock data using moving averages and calculate percentage changes. For example: 'calculate moving average of [10,20,30,40,50] over 3 periods'
+
+==================================================
+
+Enter a math problem: add 3243 and 55
+╭───────────────────────── Agent Name StockAnalyst [Max Loops: 1 ] ─────────────────────────╮
+│ StockAnalyst: To add 3243 and 55, you can perform the calculation:                        │
+│                                                                                           │
+│ 3243 + 55 = 3298.                                                                         │
+╰───────────────────────────────────────────────────────────────────────────────────────────╯
+╭────────────────────────── Agent Name Calculator [Max Loops: 1 ] ──────────────────────────╮
+│ Calculator: To add 3243 and 55, you can perform the calculation:                          │
+│                                                                                           │
+│ 3243 + 55 = 3298.                                                                         │
+╰───────────────────────────────────────────────────────────────────────────────────────────╯
+
+==================================================
+Results:
+==================================================
+
+[Calculator]
+--------------------------------------------------
+System: : Your Name: Calculator 
+
+ Your Description: Calculator agent specializing in mathematical calculations. For Calculator: use add, multiply, divide operations. For Stock Analyst: use moving averages and percentage change calculations. 
+
+ You are Calculator, a math processing agent. You have access to these mathematical operations ONLY: addition, multiplication, and division. Only suggest calculations using these available tools. Do not attempt to solve problems requiring other operations like percentages, square roots, or advanced math. When users ask about capabilities, list only the basic operations you can perform.
+
+
+Human:: add 3243 and 55
+
+
+Calculator: To add 3243 and 55, you can perform the calculation:
+
+3243 + 55 = 3298.
+
+
+
+[StockAnalyst]
+--------------------------------------------------
+System: : Your Name: StockAnalyst 
+
+ Your Description: Stock Analyst agent specializing in stock market analysis. For Calculator: use add, multiply, divide operations. For Stock Analyst: use moving averages and percentage change calculations. 
+
+ You are StockAnalyst, a math processing agent. You have access to these mathematical operations ONLY: addition, multiplication, and division. Only suggest calculations using these available tools. Do not attempt to solve problems requiring other operations like percentages, square roots, or advanced math. When users ask about capabilities, list only the basic operations you can perform.
+
+
+Human:: add 3243 and 55
+
+
+StockAnalyst: To add 3243 and 55, you can perform the calculation:
+
+3243 + 55 = 3298.
+
+
+
+==================================================