Files
aitbc/scripts
aitbc 9c50f772e8 feat: update OpenClaw agent skills, workflows, and scripts with advanced AI capabilities
OpenClaw Agent Advanced AI Capabilities Update:
 ADVANCED AGENT SKILLS: Complete agent capabilities enhancement
- Created openclaw_agents_advanced.json with advanced AI skills
- Added Phase 1-3 mastery capabilities for all agents
- Enhanced Genesis, Follower, Coordinator, and new AI Resource/Multi-Modal agents
- Added workflow capabilities and performance metrics
- Integrated teaching plan completion status

 ADVANCED WORKFLOW SCRIPT: Complete AI operations workflow
- Created 06_advanced_ai_workflow_openclaw.sh comprehensive script
- Phase 1: Advanced AI Workflow Orchestration (complex pipelines, parallel operations)
- Phase 2: Multi-Model AI Pipelines (ensemble management, multi-modal processing)
- Phase 3: AI Resource Optimization (dynamic allocation, performance tuning)
- Cross-node coordination with smart contract messaging
- Real AI job submissions and resource allocation testing
- Performance validation and comprehensive status reporting

 CAPABILITIES DOCUMENTATION: Complete advanced capabilities overview
- Created OPENCLAW_AGENT_CAPABILITIES_ADVANCED.md comprehensive guide
- Detailed teaching plan completion status (100% - all 3 phases)
- Enhanced agent capabilities with specializations and skills
- Real-world applications (medical diagnosis, customer feedback, AI service provider)
- Performance achievements and technical implementation details
- Success metrics and next steps roadmap

 CLI DOCUMENTATION UPDATE: Advanced AI operations integration
- Updated CLI_DOCUMENTATION.md with advanced AI job types
- Added Phase 1-3 completed AI operations examples
- Parallel, ensemble, multimodal, fusion, resource-allocation, performance-tuning jobs
- Comprehensive command examples for all advanced capabilities

KEY ENHANCEMENTS:
🤖 Advanced Agent Skills:
- Genesis Agent: Complex AI operations, resource management, performance optimization
- Follower Agent: Distributed AI coordination, resource monitoring, cost optimization
- Coordinator Agent: Multi-agent orchestration, cross-node coordination
- New AI Resource Agent: Resource allocation, performance tuning, demand forecasting
- New Multi-Modal Agent: Multi-modal processing, cross-modal fusion, ensemble management

🚀 Advanced Workflow Script:
- Complete 3-phase AI teaching plan execution
- Real AI job submissions with advanced job types
- Cross-node coordination via smart contract messaging
- Resource allocation and monitoring
- Performance validation and status reporting
- Comprehensive success metrics and achievements

📚 Enhanced Documentation:
- Complete capabilities overview with teaching plan status
- Real-world applications and performance metrics
- Technical implementation details and examples
- Success metrics and next steps roadmap

🔧 CLI Integration:
- Advanced AI job types (parallel, ensemble, multimodal, fusion, resource-allocation, performance-tuning)
- Resource management commands (status, allocate)
- Cross-node coordination examples
- Performance testing and validation

TEACHING PLAN STATUS:
 Phase 1: Advanced AI Workflow Orchestration - 100% Complete
 Phase 2: Multi-Model AI Pipelines - 100% Complete
 Phase 3: AI Resource Optimization - 100% Complete
🎯 Overall: Advanced AI Teaching Plan - 100% Complete

PRODUCTION READINESS:
- All OpenClaw agents now have advanced AI specialist capabilities
- Real-world applications demonstrated and validated
- Performance metrics achieved (sub-100ms inference, high utilization)
- Cross-node coordination operational with smart contract messaging
- Resource optimization functional with dynamic allocation

NEXT STEPS:
- Step 2: Modular Workflow Implementation
- Step 3: Agent Coordination Plan Enhancement

Result: OpenClaw agents transformed from basic AI operators to advanced AI specialists with comprehensive workflow orchestration, multi-model pipeline management, and resource optimization capabilities.
2026-03-30 16:32:47 +02:00
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AITBC Development Environment Scripts

This directory contains scripts for managing the AITBC development environment, including incus containers and systemd services.

📋 Available Scripts

🔧 start-aitbc-dev.sh

Starts incus containers and AITBC systemd services on localhost.

Features:

  • Starts incus containers: aitbc and aitbc1
  • Starts all local systemd services matching aitbc-*
  • Checks service health and port status
  • Tests health endpoints
  • Provides colored output and status reporting

Usage:

./scripts/start-aitbc-dev.sh

🛑 stop-aitbc-dev.sh

Stops incus containers and AITBC systemd services on localhost.

Features:

  • Stops incus containers: aitbc and aitbc1
  • Stops all local systemd services matching aitbc-*
  • Verifies services are stopped
  • Provides colored output and status reporting

Usage:

./scripts/stop-aitbc-dev.sh

🚀 start-aitbc-full.sh

Comprehensive startup script for the complete AITBC development environment.

Features:

  • Starts incus containers: aitbc and aitbc1
  • Starts services inside containers
  • Starts all local systemd services matching aitbc-*
  • Tests connectivity to container services
  • Provides detailed status reporting
  • Shows container IP addresses
  • Tests health endpoints

Services Started:

  • Local Services: All aitbc-* systemd services
  • Container Services:
    • aitbc-coordinator-api
    • aitbc-wallet-daemon
    • aitbc-blockchain-node

Usage:

./scripts/start-aitbc-full.sh

🎯 Prerequisites

Required Commands:

  • incus - Container management
  • systemctl - Systemd service management
  • curl - Health endpoint testing
  • netstat - Port checking

Required Containers:

The scripts expect these incus containers to exist:

  • aitbc
  • aitbc1

Required Services:

The scripts look for systemd services matching the pattern aitbc-*.

📊 Service Ports

Port Service Description
8001 Coordinator API Main API service
8002 Wallet Daemon Wallet management
8003 Blockchain RPC Blockchain node RPC
8000 Coordinator API (alt) Alternative API
8081 Blockchain Node 1 Blockchain instance
8082 Blockchain Node 2 Blockchain instance
8006 Coordinator API (dev) Development API

🔍 Health Endpoints

The scripts test these health endpoints:

  • http://localhost:8001/health - Coordinator API
  • http://localhost:8002/health - Wallet Daemon
  • http://localhost:8003/health - Blockchain RPC

📝 Output Examples

Success Output:

[INFO] Starting AITBC Development Environment...
[INFO] Starting incus containers...
[SUCCESS] Container aitbc started successfully
[SUCCESS] Container aitbc1 started successfully
[INFO] Starting AITBC systemd services on localhost...
[SUCCESS] Service aitbc-coordinator-api started successfully
[SUCCESS] Service aitbc-wallet-daemon started successfully
[INFO] Checking service status...
[SUCCESS] aitbc-coordinator-api: RUNNING
[SUCCESS] aitbc-wallet-daemon: RUNNING
[SUCCESS] AITBC Development Environment startup complete!

Service Status:

[INFO] Checking AITBC service ports...
[SUCCESS] Coordinator API (port 8001): RUNNING
[SUCCESS] Wallet Daemon (port 8002): RUNNING
[WARNING] Blockchain RPC (port 8003): NOT RUNNING

🛠️ Troubleshooting

Common Issues:

  1. Container not found:

    [ERROR] Container aitbc not found. Please create it first.
    

    Solution: Create the incus containers first:

    incus launch images:ubuntu/22.04 aitbc
    incus launch images:ubuntu/22.04 aitbc1
    
  2. Service not found:

    [WARNING] No AITBC services found on localhost
    

    Solution: Install AITBC services or check if they're named correctly.

  3. Port already in use:

    [WARNING] Service aitbc-coordinator-api is already running
    

    Solution: This is normal - the script detects already running services.

  4. Permission denied:

    [ERROR] Failed to start service aitbc-coordinator-api
    

    Solution: Run with sudo or check user permissions.

Debug Commands:

# Check all AITBC services
systemctl list-units | grep aitbc-

# Check container status
incus list

# View service logs
journalctl -f -u aitbc-coordinator-api

# View container logs
incus exec aitbc -- journalctl -f -u aitbc-coordinator-api

# Check port usage
netstat -tlnp | grep :800

🔄 Workflow

Development Setup:

  1. Create incus containers (if not exists)
  2. Install AITBC services in containers
  3. Install AITBC systemd services locally
  4. Run ./scripts/start-aitbc-full.sh

Daily Development:

  1. ./scripts/start-aitbc-full.sh - Start everything
  2. Work on AITBC development
  3. ./scripts/stop-aitbc-dev.sh - Stop when done

Testing:

  1. Start services with scripts
  2. Test health endpoints
  3. Check logs for issues
  4. Stop services when finished

📚 Additional Information

  • Container IPs: Scripts show container IP addresses for direct access
  • Health Checks: Automatic health endpoint testing
  • Service Status: Real-time status reporting
  • Error Handling: Graceful error handling with informative messages

🎯 Best Practices

  1. Use the full script for complete environment setup
  2. Check the output for any warnings or errors
  3. Monitor logs when troubleshooting issues
  4. Stop services when not in use to conserve resources
  5. Run scripts from the project root for proper path resolution