# AITBC Operations Audit for Agent Training

## Training Data Coverage Analysis

**Note:** This audit reflects the current state of stage JSON files as of Phase 1 implementation. Some operations listed as "missing" in earlier versions have been added.

### Stage 1: Foundation
**Currently Covered:**
- wallet_create ✓
- wallet_import ✓
- wallet_list ✓
- wallet_balance ✓
- wallet_transactions ✓
- transaction_send ✓
- genesis_init ✓
- genesis_verify ✓
- genesis_info ✓
- messaging_send ✓ (marked optional)
- island_create ✓
- blockchain_status ✓
- service_status ✓

**Missing Operations:**
- None (foundation operations fully covered after Phase 1)

### Stage 2: Operations Mastery
**Currently Covered:**
- wallet_export ✓
- wallet_import ✓
- wallet_delete ✓
- wallet_backup ✓
- wallet_sync ✓
- wallet_rename ✓
- wallet_batch ✓
- blockchain_block ✓
- mining_start ✓
- mining_stop ✓
- mining_status ✓
- mining_rewards ✓
- network_sync ✓
- network_status ✓
- network_peers ✓
- network_ping ✓
- network_propagate ✓
- network_force_sync ✓

**Missing Operations:**
- wallet_send (replaced by transaction_send in Stage 1)
- wallet_list (covered in Stage 1)

### 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_run ✓
- workflow_schedule ✓
- workflow_monitor ✓
- resource_status ✓
- resource_allocate ✓
- resource_optimize ✓
- analytics_metrics ✓
- analytics_export ✓
- analytics_blocks ✓
- analytics_predict ✓
- analytics_optimize ✓
- performance_optimize ✓
- performance_tune ✓
- security_audit ✓

**Missing Operations:**
- workflow_create
- resource_benchmark
- resource_monitor
- analytics_report
- performance_benchmark
- security_scan
- security_patch
- compliance_check
- compliance_report

### Stage 6: Agent Identity & SDK
**Currently Covered:**
- agent_create ✓
- agent_list ✓
- agent_status ✓
- agent_capabilities ✓
- agent_message ✓
- agent_messages ✓

**Missing Operations:**
- None (agent operations fully covered)

### 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

**Note:** Many high and medium priority operations have been added in Phase 1. The following recommendations reflect remaining gaps.

### High Priority (Core Operations)
1. Add missing marketplace operations to Stage 4 (gpu_register, gpu_list, create, search, get, delete)
2. Add missing economics operations to Stage 4 (model, market, trends, optimize, strategy)

### Medium Priority (Advanced Operations)
1. Add missing workflow operation to Stage 5 (create)
2. Add missing resource operations to Stage 5 (benchmark, monitor)
3. Add missing analytics operation to Stage 5 (report)
4. Add missing performance operation to Stage 5 (benchmark)
5. Add missing security operations to Stage 5 (scan, patch)
6. Add missing compliance operations to Stage 5 (check, report)

### Low Priority (Specialized Operations)
1. Add cross-chain operations to Stage 7 (cross_chain_transfer, staking_validator_agent, multi_chain_validator)
2. Add bounty system operations to Stage 8 (bounty_system, portfolio_management, knowledge_graph_market)
3.### Stage 9: Multi-Chain Architecture
**Status:** 
**Operations:** multi_chain_island_setup, blockchain_node_config, cross_chain_bridge
**Coverage:** High
**Notes:** Cross-chain operations and multi-chain architecture scenarios

---

**Last Reviewed:** 2026-05-09  
**Version:** 2.0  
**Changelog:**
- v2.0 (2026-05-09): Added version control metadata and last reviewed date
- v1.0 (2026-05-07): Initial version with operations coverage analysised many high-priority operations. The following phases address remaining gaps.

### Phase 2: Add High Priority Missing Operations
- Update Stage 4 training data with missing marketplace operations (gpu_register, gpu_list, create, search, get, delete)
- Update Stage 4 training data with missing economics operations (model, market, trends, optimize, strategy)

### Phase 3: Add Medium Priority Missing Operations
- Update Stage 5 training data with missing workflow operation (create)
- Update Stage 5 training data with missing resource operations (benchmark, monitor)
- Update Stage 5 training data with missing analytics operation (report)
- Update Stage 5 training data with missing performance operation (benchmark)
- Update Stage 5 training data with missing security operations (scan, patch)
- Update Stage 5 training data with missing compliance operations (check, report)

### Phase 4: Add Low Priority Missing Operations
- ✅ Stage 7 cross-chain operations already present (cross_chain_transfer, staking_validator_agent, multi_chain_validator)
- ✅ Stage 8 bounty system operations already present (bounty_system, portfolio_management, knowledge_graph_market)
- ✅ Stage 9 multi-chain architecture operations already present (multi_chain_island_setup, blockchain_node_config, gossip_sync_config)