diff --git a/scripts/training/stage0_environment_setup.sh b/scripts/training/stage0_environment_setup.sh
new file mode 100755
index 00000000..bf8fd283
--- /dev/null
+++ b/scripts/training/stage0_environment_setup.sh
@@ -0,0 +1,67 @@
+#!/bin/bash
+
+# hermes AITBC Training - Stage 0: Environment Setup
+# System prerequisites and environment configuration
+# Uses Python-based training setup to execute JSON-defined operations
+
+set -e
+
+# Source training library
+source "$(dirname "$0")/training_lib.sh"
+
+# Training configuration
+TRAINING_STAGE="Stage 0: Environment Setup"
+SCRIPT_NAME="stage0_environment_setup"
+CURRENT_LOG=$(init_logging "$SCRIPT_NAME")
+
+# Setup traps for cleanup
+setup_traps
+
+# Total steps for progress tracking
+init_progress 1
+
+# Stage information
+print_header "$TRAINING_STAGE"
+print_status "Environment setup and prerequisites check"
+print_status "Skills: System configuration, CLI installation, blockchain setup"
+echo
+
+# Execute stage from JSON definition
+execute_stage_from_json() {
+    local stage_num=0
+    local json_file="$SCRIPT_DIR/../docs/agent-training/stage${stage_num}_environment_setup.json"
+    
+    print_status "Executing stage from JSON definition: $json_file"
+    
+    if [ ! -f "$json_file" ]; then
+        print_error "Stage JSON file not found: $json_file"
+        return 1
+    fi
+    
+    # Use Python training setup to execute stage
+    cd "$AITBC_DIR"
+    if python3 -m aitbc.training_setup.cli run-stage --json "$json_file" 2>&1 | tee -a "$CURRENT_LOG"; then
+        print_success "Stage $stage_num executed successfully"
+        return 0
+    else
+        print_error "Stage $stage_num execution failed"
+        return 1
+    fi
+}
+
+# Main execution
+main() {
+    print_status "Starting $TRAINING_STAGE"
+    echo
+    
+    if execute_stage_from_json; then
+        print_success "$TRAINING_STAGE completed"
+        return 0
+    else
+        print_error "$TRAINING_STAGE failed"
+        return 1
+    fi
+}
+
+# Run main function
+main
diff --git a/scripts/training/stage8_advanced_agent_specialization.sh b/scripts/training/stage8_advanced_agent_specialization.sh
new file mode 100755
index 00000000..bbb5a640
--- /dev/null
+++ b/scripts/training/stage8_advanced_agent_specialization.sh
@@ -0,0 +1,67 @@
+#!/bin/bash
+
+# hermes AITBC Training - Stage 8: Advanced Agent Specialization
+# Bounty Systems, Portfolio Management, Knowledge Graph Marketing
+# Uses Python-based training setup to execute JSON-defined operations
+
+set -e
+
+# Source training library
+source "$(dirname "$0")/training_lib.sh"
+
+# Training configuration
+TRAINING_STAGE="Stage 8: Advanced Agent Specialization"
+SCRIPT_NAME="stage8_advanced_agent_specialization"
+CURRENT_LOG=$(init_logging "$SCRIPT_NAME")
+
+# Setup traps for cleanup
+setup_traps
+
+# Total steps for progress tracking
+init_progress 1
+
+# Stage information
+print_header "$TRAINING_STAGE"
+print_status "Advanced agent specialization training"
+print_status "Skills: Bounty systems, portfolio management, knowledge graph marketing"
+echo
+
+# Execute stage from JSON definition
+execute_stage_from_json() {
+    local stage_num=8
+    local json_file="$SCRIPT_DIR/../docs/agent-training/stage${stage_num}_advanced_agent_specialization.json"
+    
+    print_status "Executing stage from JSON definition: $json_file"
+    
+    if [ ! -f "$json_file" ]; then
+        print_error "Stage JSON file not found: $json_file"
+        return 1
+    fi
+    
+    # Use Python training setup to execute stage
+    cd "$AITBC_DIR"
+    if python3 -m aitbc.training_setup.cli run-stage --json "$json_file" 2>&1 | tee -a "$CURRENT_LOG"; then
+        print_success "Stage $stage_num executed successfully"
+        return 0
+    else
+        print_error "Stage $stage_num execution failed"
+        return 1
+    fi
+}
+
+# Main execution
+main() {
+    print_status "Starting $TRAINING_STAGE"
+    echo
+    
+    if execute_stage_from_json; then
+        print_success "$TRAINING_STAGE completed"
+        return 0
+    else
+        print_error "$TRAINING_STAGE failed"
+        return 1
+    fi
+}
+
+# Run main function
+main
diff --git a/scripts/training/stage9_multi_chain_architecture.sh b/scripts/training/stage9_multi_chain_architecture.sh
new file mode 100755
index 00000000..11b19bdc
--- /dev/null
+++ b/scripts/training/stage9_multi_chain_architecture.sh
@@ -0,0 +1,67 @@
+#!/bin/bash
+
+# hermes AITBC Training - Stage 9: Multi-Chain Architecture
+# Cross-chain operations, multi-chain deployment, and interoperability
+# Uses Python-based training setup to execute JSON-defined operations
+
+set -e
+
+# Source training library
+source "$(dirname "$0")/training_lib.sh"
+
+# Training configuration
+TRAINING_STAGE="Stage 9: Multi-Chain Architecture"
+SCRIPT_NAME="stage9_multi_chain_architecture"
+CURRENT_LOG=$(init_logging "$SCRIPT_NAME")
+
+# Setup traps for cleanup
+setup_traps
+
+# Total steps for progress tracking
+init_progress 1
+
+# Stage information
+print_header "$TRAINING_STAGE"
+print_status "Multi-chain architecture and cross-chain operations"
+print_status "Skills: Cross-chain transactions, multi-chain deployment, interoperability"
+echo
+
+# Execute stage from JSON definition
+execute_stage_from_json() {
+    local stage_num=9
+    local json_file="$SCRIPT_DIR/../docs/agent-training/stage${stage_num}_multi_chain_architecture.json"
+    
+    print_status "Executing stage from JSON definition: $json_file"
+    
+    if [ ! -f "$json_file" ]; then
+        print_error "Stage JSON file not found: $json_file"
+        return 1
+    fi
+    
+    # Use Python training setup to execute stage
+    cd "$AITBC_DIR"
+    if python3 -m aitbc.training_setup.cli run-stage --json "$json_file" 2>&1 | tee -a "$CURRENT_LOG"; then
+        print_success "Stage $stage_num executed successfully"
+        return 0
+    else
+        print_error "Stage $stage_num execution failed"
+        return 1
+    fi
+}
+
+# Main execution
+main() {
+    print_status "Starting $TRAINING_STAGE"
+    echo
+    
+    if execute_stage_from_json; then
+        print_success "$TRAINING_STAGE completed"
+        return 0
+    else
+        print_error "$TRAINING_STAGE failed"
+        return 1
+    fi
+}
+
+# Run main function
+main