aitbc/.windsurf/plans/OPENCLAW_AITBC_MASTERY_PLAN.md

description, title, version

description	title	version
Comprehensive OpenClaw agent training plan for AITBC software mastery from beginner to expert level	OPENCLAW_AITBC_MASTERY_PLAN	1.0

OpenClaw AITBC Mastery Plan

Quick Navigation

• Purpose
• Overview
• Training Scripts Suite
• Training Stages
  • Stage 1: Foundation
  • Stage 2: Intermediate
  • Stage 3: AI Operations
  • Stage 4: Marketplace
  • Stage 5: Expert
• Training Validation
• Performance Metrics
• Environment Setup
• Advanced Modules
• Training Schedule
• Certification
• Troubleshooting

---

Purpose

Comprehensive training plan for OpenClaw agents to master AITBC software on both nodes (aitbc and aitbc1) using CLI tools, progressing from basic operations to expert-level blockchain and AI operations.

Overview

🎯 Training Objectives

• Node Mastery: Operate on both aitbc (genesis) and aitbc1 (follower) nodes
• CLI Proficiency: Master all AITBC CLI commands and workflows
• Blockchain Operations: Complete understanding of multi-node blockchain operations
• AI Job Management: Expert-level AI job submission and resource management
• Marketplace Operations: Full marketplace participation and economic intelligence

🏗️ Two-Node Architecture

AITBC Multi-Node Setup:
├── Genesis Node (aitbc) - Port 8006 (Primary)
├── Follower Node (aitbc1) - Port 8007 (Secondary)
├── CLI Tool: /opt/aitbc/aitbc-cli
├── Services: Coordinator (8001), Exchange (8000), Blockchain RPC (8006/8007)
└── AI Operations: Ollama integration, job processing, marketplace

🚀 Training Scripts Suite

Location: /opt/aitbc/scripts/training/

Master Training Launcher

• File: master_training_launcher.sh
• Purpose: Interactive orchestrator for all training stages
• Features: Progress tracking, system readiness checks, stage selection
• Usage: ./master_training_launcher.sh

Individual Stage Scripts

• Stage 1: stage1_foundation.sh - Basic CLI operations and wallet management
• Stage 2: stage2_intermediate.sh - Advanced blockchain and smart contracts
• Stage 3: stage3_ai_operations.sh - AI job submission and resource management
• Stage 4: stage4_marketplace_economics.sh - Trading and economic intelligence
• Stage 5: stage5_expert_automation.sh - Automation and multi-node coordination

Script Features

• Hands-on Practice: Real CLI commands with live system interaction
• Progress Tracking: Detailed logging and success metrics
• Performance Validation: Response time and success rate monitoring
• Node-Specific Operations: Dual-node testing (aitbc & aitbc1)
• Error Handling: Graceful failure recovery with detailed diagnostics
• Validation Quizzes: Knowledge checks at each stage completion

Quick Start Commands

# Run complete training program
cd /opt/aitbc/scripts/training
./master_training_launcher.sh

# Run individual stages
./stage1_foundation.sh    # Start here
./stage2_intermediate.sh  # After Stage 1
./stage3_ai_operations.sh # After Stage 2
./stage4_marketplace_economics.sh # After Stage 3
./stage5_expert_automation.sh # After Stage 4

# Command line options
./master_training_launcher.sh --overview    # Show training overview
./master_training_launcher.sh --check       # Check system readiness
./master_training_launcher.sh --stage 3     # Run specific stage
./master_training_launcher.sh --complete    # Run complete training

---

📈 Training Stages

Stage 1: Foundation (Beginner Level)

Duration: 2-3 days | Prerequisites: None

1.1 Basic System Orientation

• Objective: Understand AITBC architecture and node structure
• CLI Commands:

  # System overview
  ./aitbc-cli --version
  ./aitbc-cli --help
  ./aitbc-cli system --status
  
  # Node identification
  ./aitbc-cli node --info
  ./aitbc-cli node --list
  

1.2 Basic Wallet Operations

• Objective: Create and manage wallets on both nodes
• CLI Commands:

  # Wallet creation
  ./aitbc-cli create --name openclaw-wallet --password <password>
  ./aitbc-cli list
  
  # Balance checking
  ./aitbc-cli balance --name openclaw-wallet
  
  # Node-specific operations
  NODE_URL=http://localhost:8006 ./aitbc-cli balance --name openclaw-wallet  # Genesis node
  NODE_URL=http://localhost:8007 ./aitbc-cli balance --name openclaw-wallet  # Follower node
  

1.3 Basic Transaction Operations

• Objective: Send transactions between wallets on both nodes
• CLI Commands:

  # Basic transactions
  ./aitbc-cli send --from openclaw-wallet --to recipient --amount 100 --password <password>
  ./aitbc-cli transactions --name openclaw-wallet --limit 10
  
  # Cross-node transactions
  NODE_URL=http://localhost:8006 ./aitbc-cli send --from wallet1 --to wallet2 --amount 50
  

1.4 Service Health Monitoring

• Objective: Monitor health of all AITBC services
• CLI Commands:

  # Service status
  ./aitbc-cli service --status
  ./aitbc-cli service --health
  
  # Node connectivity
  ./aitbc-cli network --status
  ./aitbc-cli network --peers
  

Stage 1 Validation: Successfully create wallet, check balance, send transaction, verify service health on both nodes

🚀 Training Script: Execute ./stage1_foundation.sh for hands-on practice

• Cross-Reference: /opt/aitbc/scripts/training/stage1_foundation.sh
• Log File: /var/log/aitbc/training_stage1.log
• Estimated Time: 15-30 minutes with script

---

Stage 2: Intermediate Operations

Duration: 3-4 days | Prerequisites: Stage 1 completion

2.1 Advanced Wallet Management

• Objective: Multi-wallet operations and backup strategies
• CLI Commands:

  # Advanced wallet operations
  ./aitbc-cli wallet --backup --name openclaw-wallet
  ./aitbc-cli wallet --restore --name backup-wallet
  ./aitbc-cli wallet --export --name openclaw-wallet
  
  # Multi-wallet coordination
  ./aitbc-cli wallet --sync --all
  ./aitbc-cli wallet --balance --all
  

2.2 Blockchain Operations

• Objective: Deep blockchain interaction and mining operations
• CLI Commands:

  # Blockchain information
  ./aitbc-cli blockchain --info
  ./aitbc-cli blockchain --height
  ./aitbc-cli blockchain --block --number <block_number>
  
  # Mining operations
  ./aitbc-cli mining --start
  ./aitbc-cli mining --status
  ./aitbc-cli mining --stop
  
  # Node-specific blockchain operations
  NODE_URL=http://localhost:8006 ./aitbc-cli blockchain --info  # Genesis
  NODE_URL=http://localhost:8007 ./aitbc-cli blockchain --info  # Follower
  

2.3 Smart Contract Interaction

• Objective: Interact with AITBC smart contracts
• CLI Commands:

  # Contract operations
  ./aitbc-cli contract --list
  ./aitbc-cli contract --deploy --name <contract_name>
  ./aitbc-cli contract --call --address <address> --method <method>
  
  # Agent messaging contracts
  ./aitbc-cli agent --message --to <agent_id> --content "Hello from OpenClaw"
  ./aitbc-cli agent --messages --from <agent_id>
  

2.4 Network Operations

• Objective: Network management and peer operations
• CLI Commands:

  # Network management
  ./aitbc-cli network --connect --peer <peer_address>
  ./aitbc-cli network --disconnect --peer <peer_address>
  ./aitbc-cli network --sync --status
  
  # Cross-node communication
  ./aitbc-cli network --ping --node aitbc1
  ./aitbc-cli network --propagate --data <data>
  

Stage 2 Validation: Successful multi-wallet management, blockchain mining, contract interaction, and network operations on both nodes

🚀 Training Script: Execute ./stage2_intermediate.sh for hands-on practice

• Cross-Reference: /opt/aitbc/scripts/training/stage2_intermediate.sh
• Log File: /var/log/aitbc/training_stage2.log
• Estimated Time: 20-40 minutes with script
• Prerequisites: Complete Stage 1 training script successfully

---

Stage 3: AI Operations Mastery

Duration: 4-5 days | Prerequisites: Stage 2 completion

3.1 AI Job Submission

• Objective: Master AI job submission and monitoring
• CLI Commands:

  # AI job operations
  ./aitbc-cli ai --job --submit --type inference --prompt "Analyze this data"
  ./aitbc-cli ai --job --status --id <job_id>
  ./aitbc-cli ai --job --result --id <job_id>
  
  # Job monitoring
  ./aitbc-cli ai --job --list --status all
  ./aitbc-cli ai --job --cancel --id <job_id>
  
  # Node-specific AI operations
  NODE_URL=http://localhost:8006 ./aitbc-cli ai --job --submit --type inference
  NODE_URL=http://localhost:8007 ./aitbc-cli ai --job --submit --type parallel
  

3.2 Resource Management

• Objective: Optimize resource allocation and utilization
• CLI Commands:

  # Resource operations
  ./aitbc-cli resource --status
  ./aitbc-cli resource --allocate --type gpu --amount 50%
  ./aitbc-cli resource --monitor --interval 30
  
  # Performance optimization
  ./aitbc-cli resource --optimize --target cpu
  ./aitbc-cli resource --benchmark --type inference
  

3.3 Ollama Integration

• Objective: Master Ollama model management and operations
• CLI Commands:

  # Ollama operations
  ./aitbc-cli ollama --models
  ./aitbc-cli ollama --pull --model llama2
  ./aitbc-cli ollama --run --model llama2 --prompt "Test prompt"
  
  # Model management
  ./aitbc-cli ollama --status
  ./aitbc-cli ollama --delete --model <model_name>
  ./aitbc-cli ollama --benchmark --model <model_name>
  

3.4 AI Service Integration

• Objective: Integrate with multiple AI services and APIs
• CLI Commands:

  # AI service operations
  ./aitbc-cli ai --service --list
  ./aitbc-cli ai --service --status --name ollama
  ./aitbc-cli ai --service --test --name coordinator
  
  # API integration
  ./aitbc-cli api --test --endpoint /ai/job
  ./aitbc-cli api --monitor --endpoint /ai/status
  

Stage 3 Validation: Successful AI job submission, resource optimization, Ollama integration, and AI service management on both nodes

🚀 Training Script: Execute ./stage3_ai_operations.sh for hands-on practice

• Cross-Reference: /opt/aitbc/scripts/training/stage3_ai_operations.sh
• Log File: /var/log/aitbc/training_stage3.log
• Estimated Time: 30-60 minutes with script
• Prerequisites: Complete Stage 2 training script successfully
• Special Requirements: Ollama service running on port 11434

---

Stage 4: Marketplace & Economic Intelligence

Duration: 3-4 days | Prerequisites: Stage 3 completion

4.1 Marketplace Operations

• Objective: Master marketplace participation and trading
• CLI Commands:

  # Marketplace operations
  ./aitbc-cli marketplace --list
  ./aitbc-cli marketplace --buy --item <item_id> --price <price>
  ./aitbc-cli marketplace --sell --item <item_id> --price <price>
  
  # Order management
  ./aitbc-cli marketplace --orders --status active
  ./aitbc-cli marketplace --cancel --order <order_id>
  
  # Node-specific marketplace operations
  NODE_URL=http://localhost:8006 ./aitbc-cli marketplace --list
  NODE_URL=http://localhost:8007 ./aitbc-cli marketplace --list
  

4.2 Economic Intelligence

• Objective: Implement economic modeling and optimization
• CLI Commands:

  # Economic operations
  ./aitbc-cli economics --model --type cost-optimization
  ./aitbc-cli economics --forecast --period 7d
  ./aitbc-cli economics --optimize --target revenue
  
  # Market analysis
  ./aitbc-cli economics --market --analyze
  ./aitbc-cli economics --trends --period 30d
  

4.3 Distributed AI Economics

• Objective: Cross-node economic optimization and revenue sharing
• CLI Commands:

  # Distributed economics
  ./aitbc-cli economics --distributed --cost-optimize
  ./aitbc-cli economics --revenue --share --node aitbc1
  ./aitbc-cli economics --workload --balance --nodes aitbc,aitbc1
  
  # Cross-node coordination
  ./aitbc-cli economics --sync --nodes aitbc,aitbc1
  ./aitbc-cli economics --strategy --optimize --global
  

4.4 Advanced Analytics

• Objective: Comprehensive analytics and reporting
• CLI Commands:

  # Analytics operations
  ./aitbc-cli analytics --report --type performance
  ./aitbc-cli analytics --metrics --period 24h
  ./aitbc-cli analytics --export --format csv
  
  # Predictive analytics
  ./aitbc-cli analytics --predict --model lstm --target job-completion
  ./aitbc-cli analytics --optimize --parameters --target efficiency
  

Stage 4 Validation: Successful marketplace operations, economic modeling, distributed optimization, and advanced analytics

🚀 Training Script: Execute ./stage4_marketplace_economics.sh for hands-on practice

• Cross-Reference: /opt/aitbc/scripts/training/stage4_marketplace_economics.sh
• Log File: /var/log/aitbc/training_stage4.log
• Estimated Time: 25-45 minutes with script
• Prerequisites: Complete Stage 3 training script successfully
• Cross-Node Focus: Economic coordination between aitbc and aitbc1

---

Stage 5: Expert Operations & Automation

Duration: 4-5 days | Prerequisites: Stage 4 completion

5.1 Advanced Automation

• Objective: Automate complex workflows and operations
• CLI Commands:

  # Automation operations
  ./aitbc-cli automate --workflow --name ai-job-pipeline
  ./aitbc-cli automate --schedule --cron "0 */6 * * *" --command "./aitbc-cli ai --job --submit"
  ./aitbc-cli automate --monitor --workflow --name marketplace-bot
  
  # Script execution
  ./aitbc-cli script --run --file custom_script.py
  ./aitbc-cli script --schedule --file maintenance_script.sh
  

5.2 Multi-Node Coordination

• Objective: Advanced coordination across both nodes
• CLI Commands:

  # Multi-node operations
  ./aitbc-cli cluster --status --nodes aitbc,aitbc1
  ./aitbc-cli cluster --sync --all
  ./aitbc-cli cluster --balance --workload
  
  # Node-specific coordination
  NODE_URL=http://localhost:8006 ./aitbc-cli cluster --coordinate --action failover
  NODE_URL=http://localhost:8007 ./aitbc-cli cluster --coordinate --action recovery
  

5.3 Performance Optimization

• Objective: System-wide performance tuning and optimization
• CLI Commands:

  # Performance operations
  ./aitbc-cli performance --benchmark --suite comprehensive
  ./aitbc-cli performance --optimize --target latency
  ./aitbc-cli performance --tune --parameters --aggressive
  
  # Resource optimization
  ./aitbc-cli performance --resource --optimize --global
  ./aitbc-cli performance --cache --optimize --strategy lru
  

5.4 Security & Compliance

• Objective: Advanced security operations and compliance management
• CLI Commands:

  # Security operations
  ./aitbc-cli security --audit --comprehensive
  ./aitbc-cli security --scan --vulnerabilities
  ./aitbc-cli security --patch --critical
  
  # Compliance operations
  ./aitbc-cli compliance --check --standard gdpr
  ./aitbc-cli compliance --report --format detailed
  

Stage 5 Validation: Successful automation implementation, multi-node coordination, performance optimization, and security management

🚀 Training Script: Execute ./stage5_expert_automation.sh for hands-on practice and certification

• Cross-Reference: /opt/aitbc/scripts/training/stage5_expert_automation.sh
• Log File: /var/log/aitbc/training_stage5.log
• Estimated Time: 35-70 minutes with script
• Prerequisites: Complete Stage 4 training script successfully
• Certification: Includes automated certification exam simulation
• Advanced Features: Custom Python automation scripts, multi-node orchestration

---

🎯 Training Validation

Stage Completion Criteria

Each stage must achieve:

• 100% Command Success Rate: All CLI commands execute successfully
• Cross-Node Proficiency: Operations work on both aitbc and aitbc1 nodes
• Performance Benchmarks: Meet or exceed performance targets
• Error Recovery: Demonstrate proper error handling and recovery

Final Certification Criteria

• Comprehensive Exam: 3-hour practical exam covering all stages
• Performance Test: Achieve >95% success rate on complex operations
• Cross-Node Integration: Seamless operations across both nodes
• Economic Intelligence: Demonstrate advanced economic modeling
• Automation Mastery: Implement complex automated workflows

---

📊 Performance Metrics

Expected Performance Targets

Stage	Command Success Rate	Operation Speed	Error Recovery	Cross-Node Sync
Stage 1	>95%	<5s	<30s	<10s
Stage 2	>95%	<10s	<60s	<15s
Stage 3	>90%	<30s	<120s	<20s
Stage 4	>90%	<60s	<180s	<30s
Stage 5	>95%	<120s	<300s	<45s

Resource Utilization Targets

• CPU Usage: <70% during normal operations
• Memory Usage: <4GB during intensive operations
• Network Latency: <50ms between nodes
• Disk I/O: <80% utilization during operations

---

🔧 Environment Setup

Required Environment Variables

# Node configuration
export NODE_URL=http://localhost:8006  # Genesis node
export NODE_URL=http://localhost:8007  # Follower node
export CLI_PATH=/opt/aitbc/aitbc-cli

# Service endpoints
export COORDINATOR_URL=http://localhost:8001
export EXCHANGE_URL=http://localhost:8000
export OLLAMA_URL=http://localhost:11434

# Authentication
export WALLET_NAME=openclaw-wallet
export WALLET_PASSWORD=<secure_password>

Service Dependencies

• AITBC CLI: /opt/aitbc/aitbc-cli accessible
• Blockchain Services: Ports 8006 (genesis), 8007 (follower)
• AI Services: Ollama (11434), Coordinator (8001), Exchange (8000)
• Network Connectivity: Both nodes can communicate
• Sufficient Balance: Test wallet with adequate AIT tokens

---

🚀 Advanced Training Modules

Specialization Tracks

After Stage 5 completion, agents can specialize in:

AI Operations Specialist

• Advanced AI job optimization
• Resource allocation algorithms
• Performance tuning for AI workloads

Blockchain Expert

• Advanced smart contract development
• Cross-chain operations
• Blockchain security and auditing

Economic Intelligence Master

• Advanced economic modeling
• Market strategy optimization
• Distributed economic systems

Systems Automation Expert

• Complex workflow automation
• Multi-node orchestration
• DevOps and monitoring automation

---

📝 Training Schedule

Daily Training Structure

• Morning (2 hours): Theory and concept review
• Afternoon (3 hours): Hands-on CLI practice with training scripts
• Evening (1 hour): Performance analysis and optimization

Script-Based Training Workflow

1. System Check: Run ./master_training_launcher.sh --check
2. Stage Execution: Execute stage script sequentially
3. Progress Review: Analyze logs in /var/log/aitbc/training_*.log
4. Validation: Complete stage quizzes and practical exercises
5. Certification: Pass final exam with 95%+ success rate

Weekly Milestones

• Week 1: Complete Stages 1-2 (Foundation & Intermediate)
  • Execute: ./stage1_foundation.sh → ./stage2_intermediate.sh
• Week 2: Complete Stage 3 (AI Operations Mastery)
  • Execute: ./stage3_ai_operations.sh
• Week 3: Complete Stage 4 (Marketplace & Economics)
  • Execute: ./stage4_marketplace_economics.sh
• Week 4: Complete Stage 5 (Expert Operations) and Certification
  • Execute: ./stage5_expert_automation.sh → Final exam

Assessment Schedule

• Daily: Script success rate and performance metrics from logs
• Weekly: Stage completion validation via script output
• Final: Comprehensive certification exam simulation

Training Log Analysis

# Monitor training progress
tail -f /var/log/aitbc/training_master.log

# Check specific stage performance
grep "SUCCESS" /var/log/aitbc/training_stage*.log

# Analyze performance metrics
grep "Performance benchmark" /var/log/aitbc/training_stage*.log

---

🎓 Certification & Recognition

OpenClaw AITBC Master Certification

Requirements:

• Complete all 5 training stages via script execution
• Pass final certification exam (>95% score) simulated in Stage 5
• Demonstrate expert-level CLI proficiency on both nodes
• Achieve target performance metrics in script benchmarks
• Successfully complete automation and multi-node coordination tasks

Script-Based Certification Process

1. Stage Completion: All 5 stage scripts must complete successfully
2. Performance Validation: Meet response time targets in each stage
3. Final Exam: Automated certification simulation in stage5_expert_automation.sh
4. Practical Assessment: Hands-on operations on both aitbc and aitbc1 nodes
5. Log Review: Comprehensive analysis of training performance logs

Certification Benefits

• Expert Recognition: Certified OpenClaw AITBC Master
• Advanced Access: Full system access and permissions
• Economic Authority: Economic modeling and optimization rights
• Teaching Authority: Qualified to train other OpenClaw agents
• Automation Privileges: Ability to create custom training scripts

Post-Certification Training

• Advanced Modules: Specialization tracks for expert-level operations
• Script Development: Create custom automation workflows
• Performance Tuning: Optimize training scripts for specific use cases
• Knowledge Transfer: Train other agents using developed scripts

---

🔧 Troubleshooting

Common Training Issues

CLI Not Found

Problem: ./aitbc-cli: command not found Solution:

# Verify CLI path
ls -la /opt/aitbc/aitbc-cli

# Check permissions
chmod +x /opt/aitbc/aitbc-cli

# Use full path
/opt/aitbc/aitbc-cli --version

Service Connection Failed

Problem: Services not accessible on expected ports Solution:

# Check service status
systemctl status aitbc-blockchain-rpc
systemctl status aitbc-coordinator

# Restart services if needed
systemctl restart aitbc-blockchain-rpc
systemctl restart aitbc-coordinator

# Verify ports
netstat -tlnp | grep -E '800[0167]|11434'

Node Connectivity Issues

Problem: Cannot connect to aitbc1 node Solution:

# Test node connectivity
curl http://localhost:8007/health
curl http://localhost:8006/health

# Check network configuration
cat /opt/aitbc/config/edge-node-aitbc1.yaml

# Verify firewall settings
iptables -L | grep 8007

AI Job Submission Failed

Problem: AI job submission returns error Solution:

# Check Ollama service
curl http://localhost:11434/api/tags

# Verify wallet balance
/opt/aitbc/aitbc-cli balance --name openclaw-trainee

# Check AI service status
/opt/aitbc/aitbc-cli ai --service --status --name coordinator

Script Execution Timeout

Problem: Training script times out Solution:

# Increase timeout in scripts
export TRAINING_TIMEOUT=300

# Run individual functions
source /opt/aitbc/scripts/training/stage1_foundation.sh
check_prerequisites  # Run specific function

# Check system load
top -bn1 | head -20

Wallet Creation Failed

Problem: Cannot create training wallet Solution:

# Check existing wallets
/opt/aitbc/aitbc-cli list

# Remove existing wallet if needed
# WARNING: Only for training wallets
rm -rf /var/lib/aitbc/keystore/openclaw-trainee*

# Recreate with verbose output
/opt/aitbc/aitbc-cli create --name openclaw-trainee --password trainee123 --verbose

Performance Optimization

Slow Response Times

# Optimize system performance
sudo sysctl -w vm.swappiness=10
sudo sysctl -w vm.dirty_ratio=15

# Check disk I/O
iostat -x 1 5

# Monitor resource usage
htop &

High Memory Usage

# Clear caches
sudo sync && sudo echo 3 > /proc/sys/vm/drop_caches

# Monitor memory
free -h
vmstat 1 5

Script Recovery

Resume Failed Stage

# Check last completed operation
tail -50 /var/log/aitbc/training_stage1.log

# Retry specific stage function
source /opt/aitbc/scripts/training/stage1_foundation.sh
basic_wallet_operations

# Run with debug mode
bash -x /opt/aitbc/scripts/training/stage1_foundation.sh

Cross-Node Issues

Node Synchronization Problems

# Force node sync
/opt/aitbc/aitbc-cli cluster --sync --all

# Check node status on both nodes
NODE_URL=http://localhost:8006 /opt/aitbc/aitbc-cli node --info
NODE_URL=http://localhost:8007 /opt/aitbc/aitbc-cli node --info

# Restart follower node if needed
systemctl restart aitbc-blockchain-p2p

Getting Help

Log Analysis

# Collect all training logs
tar -czf training_logs_$(date +%Y%m%d).tar.gz /var/log/aitbc/training*.log

# Check for errors
grep -i "error\|failed\|warning" /var/log/aitbc/training*.log

# Monitor real-time progress
tail -f /var/log/aitbc/training_master.log

System Diagnostics

# Generate system report
echo "=== System Status ===" > diagnostics.txt
date >> diagnostics.txt
echo "" >> diagnostics.txt
echo "=== Services ===" >> diagnostics.txt
systemctl status aitbc-* >> diagnostics.txt 2>&1
echo "" >> diagnostics.txt
echo "=== Ports ===" >> diagnostics.txt
netstat -tlnp | grep -E '800[0167]|11434' >> diagnostics.txt 2>&1
echo "" >> diagnostics.txt
echo "=== Disk Usage ===" >> diagnostics.txt
df -h >> diagnostics.txt
echo "" >> diagnostics.txt
echo "=== Memory ===" >> diagnostics.txt
free -h >> diagnostics.txt

Emergency Procedures

# Reset training environment
/opt/aitbc/scripts/training/master_training_launcher.sh --check

# Clean training logs
sudo rm /var/log/aitbc/training*.log

# Restart all services
systemctl restart aitbc-*

# Verify system health
curl http://localhost:8006/health
curl http://localhost:8007/health
curl http://localhost:8001/health
curl http://localhost:8000/health

---

Training Plan Version: 1.1
Last Updated: 2026-04-02
Target Audience: OpenClaw Agents
Difficulty: Beginner to Expert (5 Stages)
Estimated Duration: 4 weeks
Certification: OpenClaw AITBC Master
Training Scripts: Complete automation suite available at /opt/aitbc/scripts/training/

---

🔄 Integration with Training Scripts

Script Availability

All training stages are now fully automated with executable scripts:

• Location: /opt/aitbc/scripts/training/
• Master Launcher: master_training_launcher.sh
• Stage Scripts: stage1_foundation.sh through stage5_expert_automation.sh
• Documentation: Complete README with usage instructions

Enhanced Learning Experience

• Interactive Training: Guided script execution with real-time feedback
• Performance Monitoring: Automated benchmarking and success tracking
• Error Recovery: Graceful handling of system issues with detailed diagnostics
• Progress Validation: Automated quizzes and practical assessments
• Log Analysis: Comprehensive performance tracking and optimization

Immediate Deployment

OpenClaw agents can begin training immediately using:

cd /opt/aitbc/scripts/training
./master_training_launcher.sh

This integration provides a complete, hands-on learning experience that complements the theoretical knowledge outlined in this mastery plan.