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extract_memory_turns.py

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+#!/usr/bin/env python3
+
+import json
+import subprocess
+import sys
+from pathlib import Path
+
+def main():
+    session_file = "/home/wdjones/.openclaw/agents/main/sessions/2c022034-fccc-4c2c-b8f0-dce45ad22e68.jsonl"
+    
+    # Read all messages from the session file
+    messages = []
+    with open(session_file, 'r') as f:
+        for line in f:
+            data = json.loads(line.strip())
+            if data.get('type') == 'message':
+                messages.append(data)
+    
+    # Extract user-assistant pairs
+    pairs = []
+    current_user_msg = None
+    
+    for msg in messages:
+        role = msg.get('message', {}).get('role')
+        content = msg.get('message', {}).get('content', [])
+        
+        if role == 'user':
+            # Extract text content from user message
+            user_text = ""
+            for item in content:
+                if item.get('type') == 'text':
+                    user_text += item.get('text', '') + "\n"
+            current_user_msg = user_text.strip()
+            
+        elif role == 'assistant' and current_user_msg:
+            # Extract text content from assistant message (skip thinking blocks)
+            assistant_text = ""
+            for item in content:
+                if item.get('type') == 'text':
+                    assistant_text += item.get('text', '') + "\n"
+            
+            if assistant_text.strip():
+                pairs.append({
+                    'user': current_user_msg,
+                    'assistant': assistant_text.strip()
+                })
+                current_user_msg = None  # Reset for next pair
+    
+    # Take the last 10 pairs
+    recent_pairs = pairs[-10:]
+    
+    print(f"Found {len(pairs)} total pairs, processing last {len(recent_pairs)}")
+    
+    # Send each pair to the auto-memory hook
+    for pair in recent_pairs:
+        payload = {
+            "user": pair['user'],
+            "assistant": pair['assistant'],
+            "agent_id": "case",
+            "session": "main"
+        }
+        
+        try:
+            result = subprocess.run([
+                'python3', '/home/wdjones/.openclaw/workspace/tools/auto-memory-hook.py'
+            ], input=json.dumps(payload), text=True, capture_output=True, cwd="/home/wdjones/.openclaw/workspace")
+            
+            if result.returncode != 0:
+                print(f"Error processing pair: {result.stderr}")
+            else:
+                print(f"Processed pair successfully")
+        except Exception as e:
+            print(f"Exception processing pair: {e}")
+
+if __name__ == "__main__":
+    main()