{
  "benchmark_name": "conv_11",
  "conversation_numbers": [
    11
  ],
  "script_source": "ALL_CONVERSATIONS benchmark fixture",
  "conversations": [
    {
      "conversation_number": 11,
      "source_reference": "ALL_CONVERSATIONS[10]",
      "llm_api_response_count": 12,
      "canned_tutor_response_count": 0,
      "turn_count": 12,
      "turns": [
        {
          "turn_index": 1,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 1,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"create_version\", \"params\": {\"target\": \"latest\", \"content\": \"# Test CST operations\\n\\ndef process_data(data):\\n    \\\"\\\"\\\"Process input data\\\"\\\"\\\"\\n    return data.upper() if isinstance(data, str) else str(data)\", \"description\": \"Initial function\"}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "create_version",
            "params": {
              "target": "latest",
              "content": "# Test CST operations\n\ndef process_data(data):\n    \"\"\"Process input data\"\"\"\n    return data.upper() if isinstance(data, str) else str(data)",
              "description": "Initial function"
            }
          }
        },
        {
          "turn_index": 2,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 2,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"def validate_data(data):\\n    \\\"\\\"\\\"Validate input data\\\"\\\"\\\"\\n    return data is not None and len(str(data)) > 0\", \"position\": \"after\", \"parent_path\": \"[0]\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def validate_data(data):\n    \"\"\"Validate input data\"\"\"\n    return data is not None and len(str(data)) > 0",
              "position": "after",
              "parent_path": "[0]",
              "version": 1
            }
          }
        },
        {
          "turn_index": 3,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 3,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"replace_node\", \"params\": {\"path\": \"[0]\", \"new_node\": \"def process_data(data):\\n    \\\"\\\"\\\"Process input data with validation\\\"\\\"\\\"\\n    if not validate_data(data):\\n        return \\\"Invalid data\\\"\\n    return data.upper() if isinstance(data, str) else str(data)\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "replace_node",
            "params": {
              "path": "[0]",
              "new_node": "def process_data(data):\n    \"\"\"Process input data with validation\"\"\"\n    if not validate_data(data):\n        return \"Invalid data\"\n    return data.upper() if isinstance(data, str) else str(data)",
              "version": 1
            }
          }
        },
        {
          "turn_index": 4,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 4,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"# Helper utilities\\n\\ndef log_message(msg):\\n    \\\"\\\"\\\"Log a message\\\"\\\"\\\"\\n    print(f\\\"[LOG] {msg}\\\")\", \"position\": \"start\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "# Helper utilities\n\ndef log_message(msg):\n    \"\"\"Log a message\"\"\"\n    print(f\"[LOG] {msg}\")",
              "position": "start",
              "version": 1
            }
          }
        },
        {
          "turn_index": 5,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 5,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"def sanitize_data(data):\\n    \\\"\\\"\\\"Sanitize input data\\\"\\\"\\\"\\n    if isinstance(data, str):\\n        return data.strip()\\n    return data\", \"position\": \"before\", \"parent_path\": \"[2]\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def sanitize_data(data):\n    \"\"\"Sanitize input data\"\"\"\n    if isinstance(data, str):\n        return data.strip()\n    return data",
              "position": "before",
              "parent_path": "[2]",
              "version": 1
            }
          }
        },
        {
          "turn_index": 6,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 6,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"class DataProcessor:\\n    \\\"\\\"\\\"Data processing class\\\"\\\"\\\"\\n    \\n    def __init__(self):\\n        self.count = 0\\n    \\n    def process(self, data):\\n        self.count += 1\\n        return process_data(data)\", \"position\": \"end\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "class DataProcessor:\n    \"\"\"Data processing class\"\"\"\n    \n    def __init__(self):\n        self.count = 0\n    \n    def process(self, data):\n        self.count += 1\n        return process_data(data)",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 7,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 7,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"def reset(self):\\n    \\\"\\\"\\\"Reset counter\\\"\\\"\\\"\\n    self.count = 0\", \"position\": \"end\", \"parent_path\": \"[4]/body\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def reset(self):\n    \"\"\"Reset counter\"\"\"\n    self.count = 0",
              "position": "end",
              "parent_path": "[4]/body",
              "version": 1
            }
          }
        },
        {
          "turn_index": 8,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 8,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"def format_output(result):\\n    \\\"\\\"\\\"Format the output\\\"\\\"\\\"\\n    return f\\\"Result: {result}\\\"\", \"position\": 2, \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def format_output(result):\n    \"\"\"Format the output\"\"\"\n    return f\"Result: {result}\"",
              "position": 2,
              "version": 1
            }
          }
        },
        {
          "turn_index": 9,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 9,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"move_node\", \"params\": {\"source_path\": \"[3]\", \"target_path\": \"\", \"position\": \"before:process_data\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "move_node",
            "params": {
              "source_path": "[3]",
              "target_path": "",
              "position": "before:process_data",
              "version": 1
            }
          }
        },
        {
          "turn_index": 10,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 10,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"move_node\", \"params\": {\"source_path\": \"[0]\", \"target_path\": \"\", \"position\": \"end\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "move_node",
            "params": {
              "source_path": "[0]",
              "target_path": "",
              "position": "end",
              "version": 1
            }
          }
        },
        {
          "turn_index": 11,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 11,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"insert_node\", \"params\": {\"node\": \"def error_func():\\n    pass\", \"position\": \"after\", \"parent_path\": \"[999]\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "insert_node",
            "params": {
              "node": "def error_func():\n    pass",
              "position": "after",
              "parent_path": "[999]",
              "version": 1
            }
          }
        },
        {
          "turn_index": 12,
          "actor": "assistant",
          "kind": "api_call",
          "script_index": 12,
          "raw": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"replace_node\", \"params\": {\"path\": \"[4]/body/body[2]\", \"new_node\": \"def process(self, data):\\n    \\\"\\\"\\\"Enhanced process method\\\"\\\"\\\"\\n    self.count += 1\\n    sanitized = sanitize_data(data)\\n    result = process_data(sanitized)\\n    return format_output(result)\", \"version\": 1}}<<<END_API_CALL>>>",
          "api_call": {
            "api": "knowledge",
            "action": "replace_node",
            "params": {
              "path": "[4]/body/body[2]",
              "new_node": "def process(self, data):\n    \"\"\"Enhanced process method\"\"\"\n    self.count += 1\n    sanitized = sanitize_data(data)\n    result = process_data(sanitized)\n    return format_output(result)",
              "version": 1
            }
          }
        }
      ],
      "unmatched_tutor_responses": []
    }
  ]
}