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aitbc/docs/intermediate/07_marketplace/CLI_TOOLS.md
AITBC System dda703de10 feat: implement v0.2.0 release features - agent-first evolution 
✅ v0.2 Release Preparation:
- Update version to 0.2.0 in pyproject.toml
- Create release build script for CLI binaries
- Generate comprehensive release notes

✅ OpenClaw DAO Governance:
- Implement complete on-chain voting system
- Create DAO smart contract with Governor framework
- Add comprehensive CLI commands for DAO operations
- Support for multiple proposal types and voting mechanisms

✅ GPU Acceleration CI:
- Complete GPU benchmark CI workflow
- Comprehensive performance testing suite
- Automated benchmark reports and comparison
- GPU optimization monitoring and alerts

✅ Agent SDK Documentation:
- Complete SDK documentation with examples
- Computing agent and oracle agent examples
- Comprehensive API reference and guides
- Security best practices and deployment guides

✅ Production Security Audit:
- Comprehensive security audit framework
- Detailed security assessment (72.5/100 score)
- Critical issues identification and remediation
- Security roadmap and improvement plan

✅ Mobile Wallet & One-Click Miner:
- Complete mobile wallet architecture design
- One-click miner implementation plan
- Cross-platform integration strategy
- Security and user experience considerations

✅ Documentation Updates:
- Add roadmap badge to README
- Update project status and achievements
- Comprehensive feature documentation
- Production readiness indicators

🚀 Ready for v0.2.0 release with agent-first architecture
2026-03-18 20:17:23 +01:00

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AITBC CLI Marketplace Tools

Overview

The enhanced AITBC CLI provides comprehensive marketplace tools for GPU computing, resource management, and global marketplace operations. This guide covers all CLI commands for marketplace participants.

🏪 Marketplace Command Group

Basic Marketplace Operations

# List all marketplace resources
aitbc marketplace list

# List available GPUs with details
aitbc marketplace gpu list

# List GPUs by region
aitbc marketplace gpu list --region us-west

# List GPUs by model
aitbc marketplace gpu list --model rtx4090

# List GPUs by price range
aitbc marketplace gpu list --max-price 0.05

GPU Offer Management

Create GPU Offer

# Basic GPU offer
aitbc marketplace offer create \
  --miner-id gpu_miner_123 \
  --gpu-model "RTX-4090" \
  --gpu-memory "24GB" \
  --price-per-hour "0.05" \
  --models "gpt2,llama" \
  --endpoint "http://localhost:11434"

# Advanced GPU offer with more options
aitbc marketplace offer create \
  --miner-id gpu_miner_456 \
  --gpu-model "A100" \
  --gpu-memory "40GB" \
  --gpu-count 4 \
  --price-per-hour "0.10" \
  --models "gpt4,claude,llama2" \
  --endpoint "http://localhost:11434" \
  --region us-west \
  --availability "24/7" \
  --min-rental-duration 1h \
  --max-rental-duration 168h \
  --performance-tier "premium"

List and Manage Offers

# List your offers
aitbc marketplace offers --miner-id gpu_miner_123

# List all active offers
aitbc marketplace offers --status active

# Update offer pricing
aitbc marketplace offer update \
  --offer-id offer_789 \
  --price-per-hour "0.06"

# Deactivate offer
aitbc marketplace offer deactivate --offer-id offer_789

# Reactivate offer
aitbc marketplace offer activate --offer-id offer_789

# Delete offer permanently
aitbc marketplace offer delete --offer-id offer_789

GPU Rental Operations

Rent GPU

# Basic GPU rental
aitbc marketplace gpu rent \
  --gpu-id gpu_789 \
  --duration 2h

# Advanced GPU rental
aitbc marketplace gpu rent \
  --gpu-id gpu_789 \
  --duration 4h \
  --auto-renew \
  --max-budget 1.0

# Rent by specifications
aitbc marketplace gpu rent \
  --gpu-model "RTX-4090" \
  --gpu-memory "24GB" \
  --duration 2h \
  --region us-west

Manage Rentals

# List active rentals
aitbc marketplace rentals --status active

# List rental history
aitbc marketplace rentals --history

# Extend rental
aitbc marketplace rental extend \
  --rental-id rental_456 \
  --additional-duration 2h

# Cancel rental
aitbc marketplace rental cancel --rental-id rental_456

# Monitor rental usage
aitbc marketplace rental monitor --rental-id rental_456

Order Management

# List all orders
aitbc marketplace orders

# List orders by status
aitbc marketplace orders --status pending
aitbc marketplace orders --status completed
aitbc marketplace orders --status cancelled

# List your orders
aitbc marketplace orders --miner-id gpu_miner_123

# Order details
aitbc marketplace order details --order-id order_789

# Accept order
aitbc marketplace order accept --order-id order_789

# Reject order
aitbc marketplace order reject --order-id order_789 --reason "GPU unavailable"

# Complete order
aitbc marketplace order complete --order-id order_789

Review and Rating System

# Leave review for miner
aitbc marketplace review create \
  --miner-id gpu_miner_123 \
  --rating 5 \
  --comment "Excellent performance, fast response"

# Leave review for renter
aitbc marketplace review create \
  --renter-id client_456 \
  --rating 4 \
  --comment "Good experience, minor delay"

# List reviews for miner
aitbc marketplace reviews --miner-id gpu_miner_123

# List reviews for renter
aitbc marketplace reviews --renter-id client_456

# List your reviews
aitbc marketplace reviews --my-reviews

# Update review
aitbc marketplace review update \
  --review-id review_789 \
  --rating 5 \
  --comment "Updated: Excellent after support"

Global Marketplace Operations

# List global marketplace statistics
aitbc marketplace global stats

# List regions
aitbc marketplace global regions

# Region-specific operations
aitbc marketplace global offers --region us-west
aitbc marketplace global rentals --region europe

# Cross-chain operations
aitbc marketplace global cross-chain \
  --source-chain ethereum \
  --target-chain polygon \
  --amount 100

# Global analytics
aitbc marketplace global analytics --period 24h
aitbc marketplace global analytics --period 7d

🔍 Search and Filtering

Advanced Search

# Search GPUs by multiple criteria
aitbc marketplace gpu list \
  --model rtx4090 \
  --memory-min 16GB \
  --price-max 0.05 \
  --region us-west

# Search offers by availability
aitbc marketplace offers search \
  --available-now \
  --min-duration 2h

# Search by performance tier
aitbc marketplace gpu list --performance-tier premium
aitbc marketplace gpu list --performance-tier standard

Filtering and Sorting

# Sort by price (lowest first)
aitbc marketplace gpu list --sort price

# Sort by performance (highest first)
aitbc marketplace gpu list --sort performance --descending

# Filter by availability
aitbc marketplace gpu list --available-only

# Filter by minimum rental duration
aitbc marketplace gpu list --min-duration 4h

📊 Analytics and Reporting

Usage Analytics

# Personal usage statistics
aitbc marketplace analytics personal

# Spending analytics
aitbc marketplace analytics spending --period 30d

# Earnings analytics (for miners)
aitbc marketplace analytics earnings --period 7d

# Performance analytics
aitbc marketplace analytics performance --gpu-id gpu_789

Marketplace Analytics

# Overall marketplace statistics
aitbc marketplace analytics market

# Regional analytics
aitbc marketplace analytics regions

# Model popularity analytics
aitbc marketplace analytics models

# Price trend analytics
aitbc marketplace analytics prices --period 7d

⚙️ Configuration and Preferences

Marketplace Configuration

# Set default preferences
aitbc marketplace config set default-region us-west
aitbc marketplace config set max-price 0.10
aitbc marketplace config set preferred-model rtx4090

# Show configuration
aitbc marketplace config show

# Reset configuration
aitbc marketplace config reset

Notification Settings

# Enable notifications
aitbc marketplace notifications enable --type price-alerts
aitbc marketplace notifications enable --type rental-reminders

# Set price alerts
aitbc marketplace alerts create \
  --type price-drop \
  --gpu-model rtx4090 \
  --target-price 0.04

# Set rental reminders
aitbc marketplace alerts create \
  --type rental-expiry \
  --rental-id rental_456 \
  --reminder-time 30m

🔧 Advanced Operations

Batch Operations

# Batch offer creation from file
aitbc marketplace batch-offers create --file offers.json

# Batch rental management
aitbc marketplace batch-rentals extend --file rentals.json

# Batch price updates
aitbc marketplace batch-prices update --file price_updates.json

Automation Scripts

# Auto-renew rentals
aitbc marketplace auto-renew enable --max-budget 10.0

# Auto-accept orders (for miners)
aitbc marketplace auto-accept enable --min-rating 4

# Auto-price adjustment
aitbc marketplace auto-price enable --strategy market-based

Integration Tools

# Export data for analysis
aitbc marketplace export --format csv --file marketplace_data.csv

# Import offers from external source
aitbc marketplace import --file external_offers.json

# Sync with external marketplace
aitbc marketplace sync --source external_marketplace

🌍 Global Marketplace Features

Multi-Region Operations

# List available regions
aitbc marketplace global regions

# Region-specific pricing
aitbc marketplace global pricing --region us-west

# Cross-region arbitrage
aitbc marketplace global arbitrage --source-region us-west --target-region europe

Cross-Chain Operations

# List supported chains
aitbc marketplace global chains

# Cross-chain pricing
aitbc marketplace global pricing --chain polygon

# Cross-chain transactions
aitbc marketplace global transfer \
  --amount 100 \
  --from-chain ethereum \
  --to-chain polygon

🛡️ Security and Trust

Trust Management

# Check trust score
aitbc marketplace trust score --miner-id gpu_miner_123

# Verify miner credentials
aitbc marketplace verify --miner-id gpu_miner_123

# Report suspicious activity
aitbc marketplace report \
  --type suspicious \
  --target-id gpu_miner_123 \
  --reason "Unusual pricing patterns"

Dispute Resolution

# Create dispute
aitbc marketplace dispute create \
  --order-id order_789 \
  --reason "Performance not as advertised"

# List disputes
aitbc marketplace disputes --status open

# Respond to dispute
aitbc marketplace dispute respond \
  --dispute-id dispute_456 \
  --response "Offering partial refund"

📝 Best Practices

For Miners

  1. Competitive Pricing: Use aitbc marketplace analytics prices to set competitive rates
  2. High Availability: Keep offers active and update availability regularly
  3. Good Reviews: Provide excellent service to build reputation
  4. Performance Monitoring: Use aitbc marketplace analytics performance to track GPU performance

For Renters

  1. Price Comparison: Use aitbc marketplace gpu list --sort price to find best deals
  2. Review Check: Use aitbc marketplace reviews --miner-id before renting
  3. Budget Management: Set spending limits and track usage with analytics
  4. Rental Planning: Use auto-renew for longer projects

For Both

  1. Security: Enable two-factor authentication and monitor account activity
  2. Notifications: Set up alerts for important events
  3. Data Backup: Regularly export transaction history
  4. Market Awareness: Monitor market trends and adjust strategies

🔗 Integration Examples

Script Integration

#!/bin/bash
# Find best GPU for specific requirements
BEST_GPU=$(aitbc marketplace gpu list \
  --model rtx4090 \
  --max-price 0.05 \
  --available-only \
  --output json | jq -r '.[0].gpu_id')

echo "Best GPU found: $BEST_GPU"

# Rent the GPU
aitbc marketplace gpu rent \
  --gpu-id $BEST_GPU \
  --duration 4h \
  --auto-renew

API Integration

# Export marketplace data for external processing
aitbc marketplace gpu list --output json > gpu_data.json

# Process with external tools
python process_gpu_data.py gpu_data.json

# Import results back
aitbc marketplace import --file processed_offers.json

🆕 Migration from Legacy Commands

If you're transitioning from legacy marketplace commands:

Legacy Command Enhanced CLI Command
aitbc marketplace list aitbc marketplace list
aitbc marketplace gpu list aitbc marketplace gpu list
aitbc marketplace rent aitbc marketplace gpu rent
aitbc marketplace offers aitbc marketplace offers

📞 Support and Help

Command Help

# General help
aitbc marketplace --help

# Specific command help
aitbc marketplace gpu list --help
aitbc marketplace offer create --help

Troubleshooting

# Check marketplace status
aitbc marketplace status

# Test connectivity
aitbc marketplace test-connectivity

# Debug mode
aitbc marketplace --debug

This guide covers all AITBC CLI marketplace tools for GPU computing, resource management, and global marketplace operations.