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- Created OPENCLAW_MASTER_INDEX.md to modularize OpenClaw workflows - Provides navigation to all OpenClaw training, testing, and coordination modules - Includes learning paths, quick reference commands, and troubleshooting - Improves maintainability and navigation for OpenClaw documentation - Created openclaw_coordination_demo.sh script - Demonstrates multi-agent communication patterns (hierarchical, peer-to-peer, broadcast) - Shows distributed decision making (consensus, weighted voting) - Illustrates scalable architectures (microservices, load balancing, federated) - Includes performance metrics measurement Completes Step 2 (Modular Workflow Implementation) and Step 3 (Agent Coordination Plan Enhancement) from OpenClaw Agent Capabilities Advanced document.
311 lines
11 KiB
Bash
Executable File
311 lines
11 KiB
Bash
Executable File
#!/bin/bash
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# OpenClaw Agent Coordination Demo Script
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# Demonstrates multi-agent communication patterns, distributed decision making, and scalable architectures
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set -e
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SESSION_ID="coordination-demo-$(date +%s)"
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echo "OpenClaw Agent Coordination Demo"
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echo "Session ID: $SESSION_ID"
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echo ""
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# Color codes for output
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RED='\033[0;31m'
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GREEN='\033[0;32m'
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YELLOW='\033[1;33m'
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BLUE='\033[0;34m'
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NC='\033[0m' # No Color
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log_info() {
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echo -e "${BLUE}[INFO]${NC} $1"
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}
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log_success() {
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echo -e "${GREEN}[SUCCESS]${NC} $1"
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}
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log_warning() {
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echo -e "${YELLOW}[WARNING]${NC} $1"
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}
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log_error() {
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echo -e "${RED}[ERROR]${NC} $1"
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}
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# Check if OpenClaw is available
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if ! command -v openclaw &> /dev/null; then
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log_error "OpenClaw not found. Please install OpenClaw 2026.3.24+"
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exit 1
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fi
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log_info "OpenClaw version: $(openclaw --version)"
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# ============================================================================
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# Pattern 1: Hierarchical Communication
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# ============================================================================
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log_info "=== Pattern 1: Hierarchical Communication ==="
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log_info "Coordinator broadcasts to Level 2 agents..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "BROADCAST: Execute distributed AI workflow across all Level 2 agents" \
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--thinking high \
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--parameters "broadcast_type:hierarchical,target_level:2"
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sleep 2
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log_info "Level 2 agents respond to coordinator..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "Response to Coordinator: Ready for AI workflow execution with resource optimization" \
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--thinking medium
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openclaw agent --agent FollowerAgent --session-id $SESSION_ID \
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--message "Response to Coordinator: Ready for distributed task participation" \
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--thinking medium
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openclaw agent --agent AIResourceAgent --session-id $SESSION_ID \
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--message "Response to Coordinator: Ready for resource allocation management" \
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--thinking medium
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log_success "Hierarchical communication pattern demonstrated"
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# ============================================================================
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# Pattern 2: Peer-to-Peer Communication
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# ============================================================================
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log_info ""
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log_info "=== Pattern 2: Peer-to-Peer Communication ==="
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log_info "Direct agent-to-agent communication..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "P2P to FollowerAgent: Coordinate resource allocation for AI job batch" \
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--thinking medium
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sleep 2
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openclaw agent --agent FollowerAgent --session-id $SESSION_ID \
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--message "P2P to GenesisAgent: Confirm resource availability and scheduling" \
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--thinking medium
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log_success "Peer-to-peer communication pattern demonstrated"
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# ============================================================================
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# Pattern 3: Consensus-Based Decision Making
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# ============================================================================
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log_info ""
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log_info "=== Pattern 3: Consensus-Based Decision Making ==="
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PROPOSAL_ID="resource-strategy-$(date +%s)"
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log_info "Coordinator presents proposal..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "VOTE PROPOSAL $PROPOSAL_ID: Implement dynamic GPU allocation with 70% utilization target" \
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--thinking high
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sleep 2
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log_info "Agents vote on proposal..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "VOTE $PROPOSAL_ID: YES - Dynamic allocation optimizes AI performance" \
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--thinking medium
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openclaw agent --agent FollowerAgent --session-id $SESSION_ID \
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--message "VOTE $PROPOSAL_ID: YES - Improves resource utilization" \
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--thinking medium
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openclaw agent --agent AIResourceAgent --session-id $SESSION_ID \
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--message "VOTE $PROPOSAL_ID: YES - Aligns with optimization goals" \
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--thinking medium
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sleep 2
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log_info "Coordinator announces decision..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "DECISION: Proposal $PROPOSAL_ID APPROVED (3/3 votes) - Implementing dynamic GPU allocation" \
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--thinking high
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log_success "Consensus-based decision making demonstrated"
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# ============================================================================
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# Pattern 4: Weighted Decision Making
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# ============================================================================
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log_info ""
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log_info "=== Pattern 4: Weighted Decision Making ==="
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log_info "Coordinator requests weighted recommendations..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "WEIGHTED DECISION: Select optimal AI model for medical diagnosis pipeline" \
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--thinking high
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sleep 2
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log_info "Agents provide weighted recommendations..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "RECOMMENDATION: ensemble_model (confidence: 0.9, weight: 3) - Best for accuracy" \
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--thinking high
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openclaw agent --agent MultiModalAgent --session-id $SESSION_ID \
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--message "RECOMMENDATION: multimodal_model (confidence: 0.8, weight: 2) - Handles multiple data types" \
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--thinking high
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openclaw agent --agent AIResourceAgent --session-id $SESSION_ID \
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--message "RECOMMENDATION: efficient_model (confidence: 0.7, weight: 1) - Best resource utilization" \
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--thinking medium
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sleep 2
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log_info "Coordinator calculates weighted decision..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "WEIGHTED DECISION: ensemble_model selected (weighted score: 2.7) - Highest confidence-weighted combination" \
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--thinking high
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log_success "Weighted decision making demonstrated"
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# ============================================================================
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# Pattern 5: Microservices Architecture
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# ============================================================================
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log_info ""
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log_info "=== Pattern 5: Microservices Architecture ==="
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log_info "Specialized agents with specific responsibilities..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "SERVICE: Processing AI job queue with 5 concurrent jobs" \
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--thinking medium
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openclaw agent --agent AIResourceAgent --session-id $SESSION_ID \
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--message "SERVICE: Allocating GPU resources with 85% utilization target" \
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--thinking medium
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openclaw agent --agent FollowerAgent --session-id $SESSION_ID \
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--message "SERVICE: Monitoring system health with 99.9% uptime target" \
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--thinking low
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openclaw agent --agent MultiModalAgent --session-id $SESSION_ID \
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--message "SERVICE: Analyzing performance metrics and optimization opportunities" \
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--thinking medium
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sleep 2
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log_info "Service orchestration..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "ORCHESTRATION: Coordinating 4 microservices for optimal system performance" \
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--thinking high
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log_success "Microservices architecture demonstrated"
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# ============================================================================
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# Pattern 6: Load Balancing
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# ============================================================================
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log_info ""
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log_info "=== Pattern 6: Load Balancing Architecture ==="
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log_info "Coordinator monitors agent loads..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "LOAD BALANCE: Monitoring agent loads and redistributing tasks" \
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--thinking high
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sleep 2
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log_info "Agents report current load..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "LOAD REPORT: Current load 75% - capacity for 5 more AI jobs" \
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--thinking low
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openclaw agent --agent FollowerAgent --session-id $SESSION_ID \
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--message "LOAD REPORT: Current load 45% - capacity for 10 more tasks" \
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--thinking low
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openclaw agent --agent AIResourceAgent --session-id $SESSION_ID \
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--message "LOAD REPORT: Current load 60% - capacity for resource optimization tasks" \
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--thinking low
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sleep 2
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log_info "Coordinator redistributes load..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "REDISTRIBUTION: Routing new tasks to FollowerAgent (45% load) for optimal balance" \
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--thinking high
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log_success "Load balancing architecture demonstrated"
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# ============================================================================
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# Pattern 7: Multi-Agent Task Orchestration
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# ============================================================================
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log_info ""
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log_info "=== Pattern 7: Multi-Agent Task Orchestration ==="
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log_info "Step 1: Task decomposition..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "ORCHESTRATION: Decomposing complex AI pipeline into 5 subtasks for agent allocation" \
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--thinking high
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sleep 2
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log_info "Step 2: Task assignment..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "ASSIGNMENT: Task 1->GenesisAgent, Task 2->MultiModalAgent, Task 3->AIResourceAgent, Task 4->FollowerAgent, Task 5->CoordinatorAgent" \
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--thinking high
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sleep 2
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log_info "Step 3: Parallel execution..."
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "EXECUTION: Starting assigned task with parallel processing" \
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--thinking medium
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openclaw agent --agent MultiModalAgent --session-id $SESSION_ID \
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--message "EXECUTION: Starting assigned task with parallel processing" \
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--thinking medium
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openclaw agent --agent AIResourceAgent --session-id $SESSION_ID \
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--message "EXECUTION: Starting assigned task with parallel processing" \
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--thinking medium
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openclaw agent --agent FollowerAgent --session-id $SESSION_ID \
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--message "EXECUTION: Starting assigned task with parallel processing" \
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--thinking medium
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sleep 2
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log_info "Step 4: Result aggregation..."
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openclaw agent --agent CoordinatorAgent --session-id $SESSION_ID \
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--message "AGGREGATION: Collecting results from all agents for final synthesis" \
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--thinking high
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log_success "Multi-agent task orchestration demonstrated"
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# ============================================================================
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# Performance Metrics
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# ============================================================================
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log_info ""
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log_info "=== Performance Metrics ==="
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log_info "Measuring communication latency..."
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start_time=$(date +%s.%N)
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openclaw agent --agent GenesisAgent --session-id $SESSION_ID \
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--message "LATENCY TEST: Measuring communication performance" \
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--thinking low
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end_time=$(date +%s.%N)
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latency=$(echo "$end_time - $start_time" | bc)
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log_info "Message latency: ${latency}s"
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log_success "Performance metrics collected"
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# ============================================================================
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# Summary
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# ============================================================================
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log_info ""
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log_info "=== Demo Summary ==="
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log_success "All coordination patterns demonstrated successfully:"
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log_success " 1. Hierarchical Communication"
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log_success " 2. Peer-to-Peer Communication"
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log_success " 3. Consensus-Based Decision Making"
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log_success " 4. Weighted Decision Making"
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log_success " 5. Microservices Architecture"
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log_success " 6. Load Balancing Architecture"
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log_success " 7. Multi-Agent Task Orchestration"
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log_success " 8. Performance Metrics"
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log_info ""
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log_info "Session ID: $SESSION_ID"
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log_info "For detailed patterns and implementation guidelines, see:"
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log_info " .windsurf/workflows/agent-coordination-enhancement.md"
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log_info " .windsurf/workflows/OPENCLAW_MASTER_INDEX.md"
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