feat: remove legacy agent systems implementation plan
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Removed AGENT_SYSTEMS_IMPLEMENTATION_PLAN.md from .windsurf/plans/ directory as agent systems functionality has been fully implemented and integrated into the production codebase. The plan served its purpose during development and is no longer needed for reference.
This commit is contained in:
aitbc
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.windsurf/plans/OPENCLAW_AITBC_MASTERY_PLAN.md
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.windsurf/plans/OPENCLAW_AITBC_MASTERY_PLAN.md
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---
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description: Comprehensive OpenClaw agent training plan for AITBC software mastery from beginner to expert level
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title: OPENCLAW_AITBC_MASTERY_PLAN
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version: 1.0
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---
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# OpenClaw AITBC Mastery Plan
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## Quick Navigation
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- [Purpose](#purpose)
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- [Overview](#overview)
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- [Training Scripts Suite](#training-scripts-suite)
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- [Training Stages](#training-stages)
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- [Stage 1: Foundation](#stage-1-foundation-beginner-level)
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- [Stage 2: Intermediate](#stage-2-intermediate-operations)
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- [Stage 3: AI Operations](#stage-3-ai-operations-mastery)
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- [Stage 4: Marketplace](#stage-4-marketplace--economic-intelligence)
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- [Stage 5: Expert](#stage-5-expert-operations--automation)
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- [Training Validation](#training-validation)
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- [Performance Metrics](#performance-metrics)
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- [Environment Setup](#environment-setup)
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- [Advanced Modules](#advanced-training-modules)
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- [Training Schedule](#training-schedule)
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- [Certification](#certification--recognition)
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- [Troubleshooting](#troubleshooting)
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---
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## Purpose
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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.
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## Overview
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### 🎯 **Training Objectives**
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- **Node Mastery**: Operate on both aitbc (genesis) and aitbc1 (follower) nodes
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- **CLI Proficiency**: Master all AITBC CLI commands and workflows
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- **Blockchain Operations**: Complete understanding of multi-node blockchain operations
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- **AI Job Management**: Expert-level AI job submission and resource management
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- **Marketplace Operations**: Full marketplace participation and economic intelligence
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### 🏗️ **Two-Node Architecture**
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```
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AITBC Multi-Node Setup:
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├── Genesis Node (aitbc) - Port 8006 (Primary)
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├── Follower Node (aitbc1) - Port 8007 (Secondary)
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├── CLI Tool: /opt/aitbc/aitbc-cli
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├── Services: Coordinator (8001), Exchange (8000), Blockchain RPC (8006/8007)
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└── AI Operations: Ollama integration, job processing, marketplace
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```
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### 🚀 **Training Scripts Suite**
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**Location**: `/opt/aitbc/scripts/training/`
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#### **Master Training Launcher**
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- **File**: `master_training_launcher.sh`
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- **Purpose**: Interactive orchestrator for all training stages
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- **Features**: Progress tracking, system readiness checks, stage selection
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- **Usage**: `./master_training_launcher.sh`
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#### **Individual Stage Scripts**
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- **Stage 1**: `stage1_foundation.sh` - Basic CLI operations and wallet management
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- **Stage 2**: `stage2_intermediate.sh` - Advanced blockchain and smart contracts
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- **Stage 3**: `stage3_ai_operations.sh` - AI job submission and resource management
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- **Stage 4**: `stage4_marketplace_economics.sh` - Trading and economic intelligence
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- **Stage 5**: `stage5_expert_automation.sh` - Automation and multi-node coordination
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#### **Script Features**
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- **Hands-on Practice**: Real CLI commands with live system interaction
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- **Progress Tracking**: Detailed logging and success metrics
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- **Performance Validation**: Response time and success rate monitoring
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- **Node-Specific Operations**: Dual-node testing (aitbc & aitbc1)
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- **Error Handling**: Graceful failure recovery with detailed diagnostics
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- **Validation Quizzes**: Knowledge checks at each stage completion
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#### **Quick Start Commands**
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```bash
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# Run complete training program
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cd /opt/aitbc/scripts/training
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./master_training_launcher.sh
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# Run individual stages
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./stage1_foundation.sh # Start here
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./stage2_intermediate.sh # After Stage 1
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./stage3_ai_operations.sh # After Stage 2
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./stage4_marketplace_economics.sh # After Stage 3
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./stage5_expert_automation.sh # After Stage 4
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# Command line options
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./master_training_launcher.sh --overview # Show training overview
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./master_training_launcher.sh --check # Check system readiness
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./master_training_launcher.sh --stage 3 # Run specific stage
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./master_training_launcher.sh --complete # Run complete training
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```
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---
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## 📈 **Training Stages**
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### **Stage 1: Foundation (Beginner Level)**
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**Duration**: 2-3 days | **Prerequisites**: None
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#### **1.1 Basic System Orientation**
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- **Objective**: Understand AITBC architecture and node structure
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- **CLI Commands**:
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```bash
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# System overview
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./aitbc-cli --version
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./aitbc-cli --help
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./aitbc-cli system --status
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# Node identification
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./aitbc-cli node --info
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./aitbc-cli node --list
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```
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#### **1.2 Basic Wallet Operations**
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- **Objective**: Create and manage wallets on both nodes
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- **CLI Commands**:
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```bash
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# Wallet creation
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./aitbc-cli create --name openclaw-wallet --password <password>
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./aitbc-cli list
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# Balance checking
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./aitbc-cli balance --name openclaw-wallet
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# Node-specific operations
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NODE_URL=http://localhost:8006 ./aitbc-cli balance --name openclaw-wallet # Genesis node
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NODE_URL=http://localhost:8007 ./aitbc-cli balance --name openclaw-wallet # Follower node
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```
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#### **1.3 Basic Transaction Operations**
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- **Objective**: Send transactions between wallets on both nodes
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- **CLI Commands**:
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```bash
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# Basic transactions
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./aitbc-cli send --from openclaw-wallet --to recipient --amount 100 --password <password>
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./aitbc-cli transactions --name openclaw-wallet --limit 10
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# Cross-node transactions
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NODE_URL=http://localhost:8006 ./aitbc-cli send --from wallet1 --to wallet2 --amount 50
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```
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#### **1.4 Service Health Monitoring**
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- **Objective**: Monitor health of all AITBC services
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- **CLI Commands**:
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```bash
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# Service status
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./aitbc-cli service --status
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./aitbc-cli service --health
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# Node connectivity
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./aitbc-cli network --status
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./aitbc-cli network --peers
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```
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**Stage 1 Validation**: Successfully create wallet, check balance, send transaction, verify service health on both nodes
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**🚀 Training Script**: Execute `./stage1_foundation.sh` for hands-on practice
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- **Cross-Reference**: [`/opt/aitbc/scripts/training/stage1_foundation.sh`](../scripts/training/stage1_foundation.sh)
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- **Log File**: `/var/log/aitbc/training_stage1.log`
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- **Estimated Time**: 15-30 minutes with script
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---
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### **Stage 2: Intermediate Operations**
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**Duration**: 3-4 days | **Prerequisites**: Stage 1 completion
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#### **2.1 Advanced Wallet Management**
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- **Objective**: Multi-wallet operations and backup strategies
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- **CLI Commands**:
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```bash
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# Advanced wallet operations
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./aitbc-cli wallet --backup --name openclaw-wallet
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./aitbc-cli wallet --restore --name backup-wallet
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./aitbc-cli wallet --export --name openclaw-wallet
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# Multi-wallet coordination
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./aitbc-cli wallet --sync --all
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./aitbc-cli wallet --balance --all
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```
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#### **2.2 Blockchain Operations**
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- **Objective**: Deep blockchain interaction and mining operations
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- **CLI Commands**:
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```bash
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# Blockchain information
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./aitbc-cli blockchain --info
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./aitbc-cli blockchain --height
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./aitbc-cli blockchain --block --number <block_number>
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# Mining operations
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./aitbc-cli mining --start
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./aitbc-cli mining --status
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./aitbc-cli mining --stop
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# Node-specific blockchain operations
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NODE_URL=http://localhost:8006 ./aitbc-cli blockchain --info # Genesis
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NODE_URL=http://localhost:8007 ./aitbc-cli blockchain --info # Follower
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```
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#### **2.3 Smart Contract Interaction**
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- **Objective**: Interact with AITBC smart contracts
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- **CLI Commands**:
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```bash
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# Contract operations
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./aitbc-cli contract --list
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./aitbc-cli contract --deploy --name <contract_name>
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./aitbc-cli contract --call --address <address> --method <method>
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# Agent messaging contracts
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./aitbc-cli agent --message --to <agent_id> --content "Hello from OpenClaw"
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./aitbc-cli agent --messages --from <agent_id>
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```
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#### **2.4 Network Operations**
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- **Objective**: Network management and peer operations
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- **CLI Commands**:
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```bash
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# Network management
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./aitbc-cli network --connect --peer <peer_address>
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./aitbc-cli network --disconnect --peer <peer_address>
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./aitbc-cli network --sync --status
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# Cross-node communication
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./aitbc-cli network --ping --node aitbc1
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./aitbc-cli network --propagate --data <data>
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```
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**Stage 2 Validation**: Successful multi-wallet management, blockchain mining, contract interaction, and network operations on both nodes
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**🚀 Training Script**: Execute `./stage2_intermediate.sh` for hands-on practice
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- **Cross-Reference**: [`/opt/aitbc/scripts/training/stage2_intermediate.sh`](../scripts/training/stage2_intermediate.sh)
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- **Log File**: `/var/log/aitbc/training_stage2.log`
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- **Estimated Time**: 20-40 minutes with script
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- **Prerequisites**: Complete Stage 1 training script successfully
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---
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### **Stage 3: AI Operations Mastery**
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**Duration**: 4-5 days | **Prerequisites**: Stage 2 completion
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#### **3.1 AI Job Submission**
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- **Objective**: Master AI job submission and monitoring
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- **CLI Commands**:
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```bash
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# AI job operations
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./aitbc-cli ai --job --submit --type inference --prompt "Analyze this data"
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./aitbc-cli ai --job --status --id <job_id>
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./aitbc-cli ai --job --result --id <job_id>
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# Job monitoring
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./aitbc-cli ai --job --list --status all
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./aitbc-cli ai --job --cancel --id <job_id>
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# Node-specific AI operations
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NODE_URL=http://localhost:8006 ./aitbc-cli ai --job --submit --type inference
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NODE_URL=http://localhost:8007 ./aitbc-cli ai --job --submit --type parallel
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```
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#### **3.2 Resource Management**
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- **Objective**: Optimize resource allocation and utilization
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- **CLI Commands**:
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```bash
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# Resource operations
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./aitbc-cli resource --status
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./aitbc-cli resource --allocate --type gpu --amount 50%
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./aitbc-cli resource --monitor --interval 30
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# Performance optimization
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./aitbc-cli resource --optimize --target cpu
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./aitbc-cli resource --benchmark --type inference
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```
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#### **3.3 Ollama Integration**
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- **Objective**: Master Ollama model management and operations
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- **CLI Commands**:
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```bash
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# Ollama operations
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./aitbc-cli ollama --models
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./aitbc-cli ollama --pull --model llama2
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./aitbc-cli ollama --run --model llama2 --prompt "Test prompt"
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# Model management
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./aitbc-cli ollama --status
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./aitbc-cli ollama --delete --model <model_name>
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./aitbc-cli ollama --benchmark --model <model_name>
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```
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#### **3.4 AI Service Integration**
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- **Objective**: Integrate with multiple AI services and APIs
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- **CLI Commands**:
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```bash
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# AI service operations
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./aitbc-cli ai --service --list
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./aitbc-cli ai --service --status --name ollama
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./aitbc-cli ai --service --test --name coordinator
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# API integration
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./aitbc-cli api --test --endpoint /ai/job
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./aitbc-cli api --monitor --endpoint /ai/status
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```
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**Stage 3 Validation**: Successful AI job submission, resource optimization, Ollama integration, and AI service management on both nodes
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**🚀 Training Script**: Execute `./stage3_ai_operations.sh` for hands-on practice
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- **Cross-Reference**: [`/opt/aitbc/scripts/training/stage3_ai_operations.sh`](../scripts/training/stage3_ai_operations.sh)
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- **Log File**: `/var/log/aitbc/training_stage3.log`
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- **Estimated Time**: 30-60 minutes with script
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- **Prerequisites**: Complete Stage 2 training script successfully
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- **Special Requirements**: Ollama service running on port 11434
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---
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### **Stage 4: Marketplace & Economic Intelligence**
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**Duration**: 3-4 days | **Prerequisites**: Stage 3 completion
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#### **4.1 Marketplace Operations**
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- **Objective**: Master marketplace participation and trading
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- **CLI Commands**:
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```bash
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# Marketplace operations
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./aitbc-cli marketplace --list
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./aitbc-cli marketplace --buy --item <item_id> --price <price>
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./aitbc-cli marketplace --sell --item <item_id> --price <price>
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# Order management
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./aitbc-cli marketplace --orders --status active
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./aitbc-cli marketplace --cancel --order <order_id>
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# Node-specific marketplace operations
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NODE_URL=http://localhost:8006 ./aitbc-cli marketplace --list
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NODE_URL=http://localhost:8007 ./aitbc-cli marketplace --list
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```
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#### **4.2 Economic Intelligence**
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- **Objective**: Implement economic modeling and optimization
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- **CLI Commands**:
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```bash
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# Economic operations
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./aitbc-cli economics --model --type cost-optimization
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./aitbc-cli economics --forecast --period 7d
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./aitbc-cli economics --optimize --target revenue
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# Market analysis
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./aitbc-cli economics --market --analyze
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./aitbc-cli economics --trends --period 30d
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```
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#### **4.3 Distributed AI Economics**
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- **Objective**: Cross-node economic optimization and revenue sharing
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- **CLI Commands**:
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```bash
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# Distributed economics
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./aitbc-cli economics --distributed --cost-optimize
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./aitbc-cli economics --revenue --share --node aitbc1
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./aitbc-cli economics --workload --balance --nodes aitbc,aitbc1
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# Cross-node coordination
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./aitbc-cli economics --sync --nodes aitbc,aitbc1
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./aitbc-cli economics --strategy --optimize --global
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```
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#### **4.4 Advanced Analytics**
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- **Objective**: Comprehensive analytics and reporting
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- **CLI Commands**:
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```bash
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# Analytics operations
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./aitbc-cli analytics --report --type performance
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./aitbc-cli analytics --metrics --period 24h
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./aitbc-cli analytics --export --format csv
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# Predictive analytics
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./aitbc-cli analytics --predict --model lstm --target job-completion
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./aitbc-cli analytics --optimize --parameters --target efficiency
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```
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**Stage 4 Validation**: Successful marketplace operations, economic modeling, distributed optimization, and advanced analytics
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**🚀 Training Script**: Execute `./stage4_marketplace_economics.sh` for hands-on practice
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- **Cross-Reference**: [`/opt/aitbc/scripts/training/stage4_marketplace_economics.sh`](../scripts/training/stage4_marketplace_economics.sh)
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- **Log File**: `/var/log/aitbc/training_stage4.log`
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- **Estimated Time**: 25-45 minutes with script
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- **Prerequisites**: Complete Stage 3 training script successfully
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- **Cross-Node Focus**: Economic coordination between aitbc and aitbc1
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---
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### **Stage 5: Expert Operations & Automation**
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**Duration**: 4-5 days | **Prerequisites**: Stage 4 completion
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#### **5.1 Advanced Automation**
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- **Objective**: Automate complex workflows and operations
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- **CLI Commands**:
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```bash
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# Automation operations
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./aitbc-cli automate --workflow --name ai-job-pipeline
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./aitbc-cli automate --schedule --cron "0 */6 * * *" --command "./aitbc-cli ai --job --submit"
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./aitbc-cli automate --monitor --workflow --name marketplace-bot
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# Script execution
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./aitbc-cli script --run --file custom_script.py
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./aitbc-cli script --schedule --file maintenance_script.sh
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```
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#### **5.2 Multi-Node Coordination**
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- **Objective**: Advanced coordination across both nodes
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- **CLI Commands**:
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```bash
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# Multi-node operations
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./aitbc-cli cluster --status --nodes aitbc,aitbc1
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./aitbc-cli cluster --sync --all
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./aitbc-cli cluster --balance --workload
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# Node-specific coordination
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NODE_URL=http://localhost:8006 ./aitbc-cli cluster --coordinate --action failover
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NODE_URL=http://localhost:8007 ./aitbc-cli cluster --coordinate --action recovery
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```
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#### **5.3 Performance Optimization**
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- **Objective**: System-wide performance tuning and optimization
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- **CLI Commands**:
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```bash
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# Performance operations
|
||||
./aitbc-cli performance --benchmark --suite comprehensive
|
||||
./aitbc-cli performance --optimize --target latency
|
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./aitbc-cli performance --tune --parameters --aggressive
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# Resource optimization
|
||||
./aitbc-cli performance --resource --optimize --global
|
||||
./aitbc-cli performance --cache --optimize --strategy lru
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```
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#### **5.4 Security & Compliance**
|
||||
- **Objective**: Advanced security operations and compliance management
|
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- **CLI Commands**:
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```bash
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# Security operations
|
||||
./aitbc-cli security --audit --comprehensive
|
||||
./aitbc-cli security --scan --vulnerabilities
|
||||
./aitbc-cli security --patch --critical
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||||
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||||
# Compliance operations
|
||||
./aitbc-cli compliance --check --standard gdpr
|
||||
./aitbc-cli compliance --report --format detailed
|
||||
```
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||||
|
||||
**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`](../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**
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# 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**:
|
||||
```bash
|
||||
# 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**:
|
||||
```bash
|
||||
# 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**:
|
||||
```bash
|
||||
# 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**:
|
||||
```bash
|
||||
# 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**:
|
||||
```bash
|
||||
# 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**:
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# Clear caches
|
||||
sudo sync && sudo echo 3 > /proc/sys/vm/drop_caches
|
||||
|
||||
# Monitor memory
|
||||
free -h
|
||||
vmstat 1 5
|
||||
```
|
||||
|
||||
### **Script Recovery**
|
||||
|
||||
#### **Resume Failed Stage**
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# 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**
|
||||
```bash
|
||||
# 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:
|
||||
```bash
|
||||
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.
|
||||
Reference in New Issue
Block a user