{
    "agents": {
        "CoordinatorAgent": {
            "node": "aitbc",
            "capabilities": [
                "orchestration",
                "monitoring", 
                "coordination",
                "advanced_ai_workflow_orchestration",
                "multi_model_pipeline_management",
                "ai_resource_optimization",
                "cross_node_coordination"
            ],
            "access": [
                "agent_communication",
                "task_distribution",
                "ai_job_submission",
                "resource_allocation",
                "performance_monitoring"
            ],
            "advanced_skills": {
                "phase_1_mastered": [
                    "complex_ai_pipeline_design",
                    "parallel_ai_operations",
                    "cross_node_ai_coordination",
                    "workflow_orchestration",
                    "error_handling_and_recovery"
                ],
                "phase_2_mastered": [
                    "model_ensemble_management",
                    "multi_modal_ai_processing",
                    "cross_modal_attention",
                    "joint_reasoning",
                    "consensus_validation"
                ],
                "phase_3_mastered": [
                    "dynamic_resource_allocation",
                    "ai_performance_tuning",
                    "demand_forecasting",
                    "cost_optimization",
                    "auto_scaling"
                ]
            }
        },
        "GenesisAgent": {
            "node": "aitbc", 
            "capabilities": [
                "system_admin",
                "blockchain_genesis",
                "service_management",
                "advanced_ai_operations",
                "resource_management",
                "performance_optimization"
            ],
            "access": [
                "ssh",
                "systemctl",
                "file_system",
                "ai_job_submission",
                "resource_allocation",
                "cli_commands"
            ],
            "advanced_skills": {
                "phase_1_mastered": [
                    "complex_ai_pipeline_design",
                    "parallel_ai_operations",
                    "cross_node_ai_coordination",
                    "workflow_orchestration",
                    "error_handling_and_recovery"
                ],
                "phase_2_mastered": [
                    "model_ensemble_management",
                    "multi_modal_ai_processing",
                    "cross_modal_attention",
                    "joint_reasoning",
                    "consensus_validation"
                ],
                "phase_3_mastered": [
                    "dynamic_resource_allocation",
                    "ai_performance_tuning",
                    "demand_forecasting",
                    "cost_optimization",
                    "auto_scaling"
                ],
                "specializations": [
                    "gpu_resource_pooling",
                    "model_optimization",
                    "inference_acceleration",
                    "system_tuning",
                    "performance_profiling"
                ]
            }
        },
        "FollowerAgent": {
            "node": "aitbc1",
            "capabilities": [
                "system_admin",
                "blockchain_sync",
                "service_management",
                "distributed_ai_operations",
                "resource_monitoring",
                "performance_optimization"
            ],
            "access": [
                "ssh",
                "systemctl",
                "file_system",
                "ai_job_submission",
                "resource_monitoring",
                "cli_commands"
            ],
            "advanced_skills": {
                "phase_1_mastered": [
                    "parallel_ai_operations",
                    "cross_node_ai_coordination",
                    "workflow_participation",
                    "error_handling",
                    "resource_coordination"
                ],
                "phase_2_mastered": [
                    "multi_modal_ai_processing",
                    "cross_node_coordination",
                    "modality_specialization",
                    "joint_reasoning",
                    "consensus_participation"
                ],
                "phase_3_mastered": [
                    "resource_monitoring",
                    "performance_tuning",
                    "cost_optimization",
                    "auto_scaling",
                    "distributed_optimization"
                ],
                "specializations": [
                    "cpu_resource_optimization",
                    "memory_management",
                    "performance_monitoring",
                    "cost_tracking",
                    "load_balancing"
                ]
            }
        },
        "WalletAgent": {
            "node": "both",
            "capabilities": [
                "wallet_management",
                "transaction_processing",
                "ai_payment_processing",
                "resource_billing",
                "cost_tracking"
            ],
            "access": [
                "cli_commands",
                "blockchain_rpc",
                "marketplace_api",
                "payment_processing"
            ],
            "advanced_skills": {
                "ai_payment_processing": [
                    "ai_job_payment_handling",
                    "resource_cost_calculation",
                    "automated_billing",
                    "payment_verification"
                ],
                "marketplace_integration": [
                    "service_listing",
                    "bid_processing",
                    "payment_settlement",
                    "revenue_tracking"
                ]
            }
        },
        "AIResourceAgent": {
            "node": "aitbc",
            "capabilities": [
                "resource_allocation",
                "performance_tuning",
                "demand_forecasting",
                "cost_optimization",
                "auto_scaling"
            ],
            "access": [
                "resource_management",
                "performance_monitoring",
                "ai_job_optimization",
                "system_tuning"
            ],
            "advanced_skills": {
                "resource_management": [
                    "gpu_pool_management",
                    "cpu_optimization",
                    "memory_allocation",
                    "network_bandwidth_control"
                ],
                "performance_optimization": [
                    "model_quantization",
                    "inference_acceleration",
                    "batch_optimization",
                    "cache_management"
                ],
                "forecasting": [
                    "demand_prediction",
                    "resource_planning",
                    "capacity_management",
                    "trend_analysis"
                ]
            }
        },
        "MultiModalAgent": {
            "node": "aitbc",
            "capabilities": [
                "multi_modal_processing",
                "cross_modal_attention",
                "joint_reasoning",
                "ensemble_management",
                "fusion_optimization"
            ],
            "access": [
                "multi_modal_ai",
                "cross_modal_coordination",
                "ensemble_orchestration",
                "fusion_management"
            ],
            "advanced_skills": {
                "multi_modal_processing": [
                    "text_image_audio_fusion",
                    "cross_modal_attention",
                    "joint_embedding_space",
                    "consensus_validation"
                ],
                "ensemble_management": [
                    "model_coordination",
                    "confidence_weighting",
                    "consensus_building",
                    "quality_assurance"
                ],
                "fusion_optimization": [
                    "attention_mechanisms",
                    "joint_reasoning",
                    "consistency_validation",
                    "quality_gates"
                ]
            }
        }
    },
    "workflow_capabilities": {
        "advanced_ai_workflows": {
            "complex_pipeline_orchestration": {
                "status": "mastered",
                "agents": ["CoordinatorAgent", "GenesisAgent", "FollowerAgent"],
                "complexity": "high",
                "real_world_scenarios": ["medical_diagnosis", "financial_analysis", "research"]
            },
            "multi_model_pipelines": {
                "status": "mastered", 
                "agents": ["GenesisAgent", "MultiModalAgent"],
                "complexity": "high",
                "real_world_scenarios": ["customer_feedback", "content_analysis", "multi_modal_ai"]
            },
            "resource_optimization": {
                "status": "mastered",
                "agents": ["GenesisAgent", "FollowerAgent", "AIResourceAgent"],
                "complexity": "high",
                "real_world_scenarios": ["ai_service_provider", "high_performance_inference", "cost_optimization"]
            }
        },
        "coordination_patterns": {
            "cross_node_coordination": {
                "status": "demonstrated",
                "message_topics": ["Cross-Node Coordination Channel"],
                "blockchain_integration": true,
                "smart_contract_messaging": true
            },
            "multi_agent_communication": {
                "status": "operational",
                "session_management": true,
                "thinking_levels": ["minimal", "low", "medium", "high"],
                "context_preservation": true
            }
        }
    },
    "performance_metrics": {
        "ai_operations": {
            "job_submission": "functional",
            "job_monitoring": "functional", 
            "result_retrieval": "functional",
            "payment_processing": "functional"
        },
        "resource_management": {
            "allocation": "functional",
            "monitoring": "functional",
            "optimization": "functional",
            "cost_tracking": "functional"
        },
        "coordination": {
            "cross_node_messaging": "functional",
            "session_coordination": "functional",
            "blockchain_integration": "functional",
            "smart_contract_coordination": "functional"
        }
    },
    "teaching_plan_status": {
        "phase_1": {
            "status": "completed",
            "sessions": ["1.1", "1.2"],
            "focus": "Advanced AI Workflow Orchestration",
            "achievement": "Mastered complex pipeline design and parallel operations"
        },
        "phase_2": {
            "status": "completed", 
            "sessions": ["2.1", "2.2"],
            "focus": "Multi-Model AI Pipelines",
            "achievement": "Mastered ensemble management and multi-modal processing"
        },
        "phase_3": {
            "status": "completed",
            "sessions": ["3.1", "3.2"],
            "focus": "AI Resource Optimization", 
            "achievement": "Mastered dynamic resource allocation and performance tuning"
        }
    }
}