aitbc/docs/agent-training/OPERATIONS_AUDIT.md

AITBC Operations Audit for Agent Training

Training Data Coverage Analysis

Stage 1: Foundation

Currently Covered:

• wallet_create ✓
• wallet_balance ✓
• blockchain_status ✓
• service_status ✓

Missing Operations:

• genesis_init
• genesis_verify
• genesis_info
• wallet_list
• wallet_transactions

Stage 2: Operations Mastery

Currently Covered:

• wallet_export ✓
• wallet_import ✓
• blockchain_block ✓
• mining_start ✓
• mining_status ✓
• network_sync ✓
• network_peers ✓

Missing Operations:

• wallet_send
• wallet_delete
• wallet_rename
• wallet_backup
• wallet_sync
• wallet_batch
• mining_stop
• mining_rewards
• network_status
• network_ping
• network_propagate
• network_force_sync

Stage 3: AI Operations

Currently Covered:

• ai_submit ✓
• ai_status ✓
• ai_jobs ✓
• finetune_submit ✓
• finetune_status ✓

Missing Operations:

• None (AI operations fully covered)

Stage 4: Marketplace & Economics

Currently Covered:

• market_list ✓
• market_buy ✓
• market_sell ✓
• market_orders ✓
• economics_distributed ✓

Missing Operations:

• market_gpu_register
• market_gpu_list
• market_create
• market_search
• market_my-listings
• market_get
• market_delete
• economics_model
• economics_market
• economics_trends
• economics_optimize
• economics_strategy

Stage 5: Expert Operations

Currently Covered:

• workflow_create ✓
• workflow_schedule ✓
• workflow_monitor ✓
• resource_status ✓
• resource_allocate ✓
• analytics_metrics ✓
• security_audit ✓

Missing Operations:

• workflow_run
• resource_optimize
• resource_benchmark
• resource_monitor
• analytics_blocks
• analytics_report
• analytics_export
• analytics_predict
• analytics_optimize
• performance_benchmark
• performance_optimize
• performance_tune
• security_scan
• security_patch
• compliance_check
• compliance_report

Stage 6: Agent Identity & SDK

Currently Covered:

• agent_sdk_create ✓
• agent_sdk_register ✓
• agent_sdk_list ✓
• agent_sdk_status ✓
• agent_sdk_capabilities ✓

Missing Operations:

• agent_create
• agent_list
• agent_status
• agent_capabilities
• agent_message
• agent_messages

Stage 7: Cross-Node Training

Currently Covered:

• cross_node_agent_create ✓
• agent_coordination_leader_election ✓
• agent_swarm_create ✓
• distributed_learning_federated ✓
• agent_to_agent_message ✓
• production_deploy ✓

Missing Operations:

• cluster_status
• cluster_sync
• cluster_balance
• simulate_blockchain
• simulate_wallets
• simulate_price
• simulate_network
• simulate_ai-jobs
• bridge_health
• bridge_metrics
• bridge_status
• bridge_config
• pool_hub_sla-metrics
• pool_hub_sla-violations
• pool_hub_capacity-snapshots
• pool_hub_capacity-forecast
• pool_hub_capacity-recommendations
• pool_hub_billing-usage
• pool_hub_billing-sync
• pool_hub_collect-metrics
• contract_list
• contract_deploy
• contract_call
• contract_verify
• script execution
• messaging operations

Priority Recommendations

High Priority (Core Operations)

1. Add missing wallet operations to Stage 2 (send, delete, backup, sync)
2. Add missing mining operations to Stage 2 (stop, rewards)
3. Add missing network operations to Stage 2 (status, ping, propagate)
4. Add missing workflow operations to Stage 5 (run)
5. Add missing agent operations to Stage 6 (create, list, status, message)

Medium Priority (Advanced Operations)

1. Add missing analytics operations to Stage 5 (blocks, report, export, predict)
2. Add missing performance operations to Stage 5 (benchmark, optimize, tune)
3. Add missing security operations to Stage 5 (scan, patch)
4. Add missing compliance operations to Stage 5 (check, report)
5. Add missing resource operations to Stage 5 (optimize, benchmark, monitor)

Low Priority (Specialized Operations)

1. Add genesis operations to Stage 1 (init, verify, info)
2. Add messaging operations to new stage or existing stage
3. Add bridge operations to Stage 7 (health, metrics, status, config)
4. Add pool hub operations to Stage 7
5. Add contract operations to Stage 5
6. Add simulation operations to Stage 7
7. Add cluster operations to Stage 7

Implementation Strategy

Phase 5.1: Add High Priority Missing Operations

• Update Stage 2 training data with missing wallet, mining, network operations
• Update Stage 5 training data with missing workflow operations
• Update Stage 6 training data with missing agent operations

Phase 5.2: Add Medium Priority Missing Operations

• Update Stage 5 training data with missing analytics, performance, security, compliance, resource operations

Phase 5.3: Add Low Priority Missing Operations

• Update Stage 1 training data with genesis operations
• Update Stage 7 training data with bridge, pool hub, contract, simulation, cluster, messaging operations
• Consider creating new stage for specialized operations if needed