{
  "definitions": {
    "03-19T14:07:33.418270": {
      "def_id": "03-19T14:07:33.418270",
      "content": "[Prompt text omitted in public artifact: placeholder_prompt]",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "prompt_text",
        "file": "core/prompts/system_prompt_placeholder.md",
        "key": "system_prompt",
        "version": "placeholder_prompt"
      }
    },
    "03-19T14:07:33.418711": {
      "def_id": "03-19T14:07:33.418711",
      "content": "[Prompt text omitted in public artifact: production_v1]",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "prompt_text",
        "file": "core/prompts/system_prompt_production_v1.md",
        "key": "system_prompt",
        "version": "production_v1"
      }
    },
    "03-19T14:07:33.418775": {
      "def_id": "03-19T14:07:33.418775",
      "content": "[Prompt text omitted in public artifact: production_v2]",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "prompt_text",
        "file": "core/prompts/system_prompt_production_v2.md",
        "key": "system_prompt",
        "version": "production_v2"
      }
    },
    "03-19T14:07:33.418843": {
      "def_id": "03-19T14:07:33.418843",
      "content": "system_op:pass_prompt",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:33.460357"
      ],
      "metadata": {
        "type": "system_op:pass_prompt",
        "description": "Pass prompt to recipient"
      }
    },
    "03-19T14:07:33.418868": {
      "def_id": "03-19T14:07:33.418868",
      "content": "system_op:knowledge:find_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:find_node",
        "description": "Find single node by path"
      }
    },
    "03-19T14:07:33.418889": {
      "def_id": "03-19T14:07:33.418889",
      "content": "system_op:knowledge:find_all_nodes",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:find_all_nodes",
        "description": "Find all nodes by path"
      }
    },
    "03-19T14:07:33.418908": {
      "def_id": "03-19T14:07:33.418908",
      "content": "system_op:knowledge:insert_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:insert_node",
        "description": "Insert node at path"
      }
    },
    "03-19T14:07:33.418924": {
      "def_id": "03-19T14:07:33.418924",
      "content": "system_op:knowledge:replace_node",
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      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:replace_node",
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      }
    },
    "03-19T14:07:33.418941": {
      "def_id": "03-19T14:07:33.418941",
      "content": "system_op:knowledge:delete_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:delete_node",
        "description": "Delete node at path"
      }
    },
    "03-19T14:07:33.418959": {
      "def_id": "03-19T14:07:33.418959",
      "content": "system_op:knowledge:move_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:move_node",
        "description": "Move node to new location"
      }
    },
    "03-19T14:07:33.418977": {
      "def_id": "03-19T14:07:33.418977",
      "content": "system_op:knowledge:list_versions",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:list_versions",
        "description": "List knowledge file versions"
      }
    },
    "03-19T14:07:33.418995": {
      "def_id": "03-19T14:07:33.418995",
      "content": "system_op:knowledge:read_version",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:read_version",
        "description": "Read specific knowledge version"
      }
    },
    "03-19T14:07:33.419011": {
      "def_id": "03-19T14:07:33.419011",
      "content": "system_op:knowledge:create_version",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:33.479784",
        "03-19T14:07:33.487551",
        "03-19T14:07:33.505658"
      ],
      "metadata": {
        "type": "system_op:knowledge:create_version",
        "description": "Create knowledge version"
      }
    },
    "03-19T14:07:33.419028": {
      "def_id": "03-19T14:07:33.419028",
      "content": "system_op:knowledge:compute",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:33.674827",
        "03-19T14:07:33.857323"
      ],
      "metadata": {
        "type": "system_op:knowledge:compute",
        "description": "Execute knowledge computation"
      }
    },
    "03-19T14:07:33.419045": {
      "def_id": "03-19T14:07:33.419045",
      "content": "system_op:knowledge:close",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:close",
        "description": "Close knowledge module"
      }
    },
    "03-19T14:07:33.419062": {
      "def_id": "03-19T14:07:33.419062",
      "content": "system_op:tutor:send",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:33.643463",
        "03-19T14:07:33.791667"
      ],
      "metadata": {
        "type": "system_op:tutor:send",
        "description": "Send message to tutor"
      }
    },
    "03-19T14:07:33.419078": {
      "def_id": "03-19T14:07:33.419078",
      "content": "system_op:memory:read",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:read",
        "description": "Read memory contents"
      }
    },
    "03-19T14:07:33.419095": {
      "def_id": "03-19T14:07:33.419095",
      "content": "system_op:memory:find_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:find_node",
        "description": "Find single node by path"
      }
    },
    "03-19T14:07:33.419112": {
      "def_id": "03-19T14:07:33.419112",
      "content": "system_op:memory:find_all_nodes",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:find_all_nodes",
        "description": "Find all nodes by path"
      }
    },
    "03-19T14:07:33.419129": {
      "def_id": "03-19T14:07:33.419129",
      "content": "system_op:memory:insert_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:insert_node",
        "description": "Insert node at path"
      }
    },
    "03-19T14:07:33.419146": {
      "def_id": "03-19T14:07:33.419146",
      "content": "system_op:memory:replace_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:replace_node",
        "description": "Replace node at path"
      }
    },
    "03-19T14:07:33.419164": {
      "def_id": "03-19T14:07:33.419164",
      "content": "system_op:memory:delete_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:delete_node",
        "description": "Delete node at path"
      }
    },
    "03-19T14:07:33.419180": {
      "def_id": "03-19T14:07:33.419180",
      "content": "system_op:memory:move_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:move_node",
        "description": "Move node to new location"
      }
    },
    "03-19T14:07:33.419214": {
      "def_id": "03-19T14:07:33.419214",
      "content": "system_op:memory:compute",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:compute",
        "description": "Execute memory computation"
      }
    },
    "03-19T14:07:33.419232": {
      "def_id": "03-19T14:07:33.419232",
      "content": "system_op:memory:close",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:memory:close",
        "description": "Close memory module"
      }
    },
    "03-19T14:07:33.430295": {
      "def_id": "03-19T14:07:33.430295",
      "content": "system_op:conversation:clear_context",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:clear_context",
        "description": "Clear conversation context"
      }
    },
    "03-19T14:07:33.430849": {
      "def_id": "03-19T14:07:33.430849",
      "content": "system_op:conversation:modify_message",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:modify_message",
        "description": "Modify existing message"
      }
    },
    "03-19T14:07:33.430910": {
      "def_id": "03-19T14:07:33.430910",
      "content": "system_op:conversation:delete_message",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:delete_message",
        "description": "Delete message by index"
      }
    },
    "03-19T14:07:33.430935": {
      "def_id": "03-19T14:07:33.430935",
      "content": "system_op:conversation:append_message",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:append_message",
        "description": "Add message to end"
      }
    },
    "03-19T14:07:33.430955": {
      "def_id": "03-19T14:07:33.430955",
      "content": "system_op:conversation:insert_message",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:insert_message",
        "description": "Insert message at index"
      }
    },
    "03-19T14:07:33.430975": {
      "def_id": "03-19T14:07:33.430975",
      "content": "system_op:conversation:read_message",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:read_message",
        "description": "Read message by selector"
      }
    },
    "03-19T14:07:33.430994": {
      "def_id": "03-19T14:07:33.430994",
      "content": "system_op:observe:observe",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:observe:observe",
        "description": "Observe a computation"
      }
    },
    "03-19T14:07:33.431013": {
      "def_id": "03-19T14:07:33.431013",
      "content": "system_op:observe:observe_branch",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:observe:observe_branch",
        "description": "Observe a computation on a branch namespace"
      }
    },
    "03-19T14:07:33.431029": {
      "def_id": "03-19T14:07:33.431029",
      "content": "system_op:observe:replace_observation",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:observe:replace_observation",
        "description": "Replace observation computation"
      }
    },
    "03-19T14:07:33.431047": {
      "def_id": "03-19T14:07:33.431047",
      "content": "system_op:llm:generation",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:33.470122",
        "03-19T14:07:33.516403",
        "03-19T14:07:33.685176"
      ],
      "metadata": {
        "type": "system_op:llm:generation",
        "description": "LLM text generation"
      }
    },
    "03-19T14:07:33.431065": {
      "def_id": "03-19T14:07:33.431065",
      "content": "system_op:manual_edit",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:manual_edit",
        "description": "Manual conversation edit via API"
      }
    },
    "03-19T14:07:33.431083": {
      "def_id": "03-19T14:07:33.431083",
      "content": "system_op:api_parse_error",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:api_parse_error",
        "description": "API call parsing error"
      }
    },
    "03-19T14:07:33.431101": {
      "def_id": "03-19T14:07:33.431101",
      "content": "system_op:api_error",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:api_error",
        "description": "Fallback API execution error"
      }
    },
    "03-19T14:07:33.460357": {
      "def_id": "03-19T14:07:33.460357",
      "content": "[Prompt-in-context text omitted in public artifact]",
      "parent_op": "03-19T14:07:33.418843",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.418775"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.460357"
      ],
      "metadata": {
        "type": "prompt_in_context"
      }
    },
    "03-19T14:07:33.470122": {
      "def_id": "03-19T14:07:33.470122",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"create_version\", \"params\": {\"target\": \"latest\", \"content\": \"def get_user_name():\\n    \\\"\\\"\\\"Get user name from tutor\\\"\\\"\\\"\\n    name = tutor.ask(\\\"What is your name?\\\")\\n    return f\\\"Hello, {name}!\\\"\\n\\ndef get_user_age():\\n    \\\"\\\"\\\"Get user age and validate\\\"\\\"\\\"\\n    age_str = tutor.ask(\\\"How old are you?\\\")\\n    try:\\n        age = int(age_str)\\n        if age < 0:\\n            return \\\"Invalid age\\\"\\n        elif age < 18:\\n            return \\\"You are a minor\\\"\\n        else:\\n            return \\\"You are an adult\\\"\\n    except ValueError:\\n        return \\\"Invalid age format\\\"\", \"description\": \"Tutor interaction module\"}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:33.431047",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.460357"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.470122"
      ],
      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-33-460953"
      }
    },
    "03-19T14:07:33.479784": {
      "def_id": "03-19T14:07:33.479784",
      "content": "",
      "parent_op": "03-19T14:07:33.419011",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.470122"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.479784"
      ],
      "metadata": {
        "type": "knowledge_content",
        "version_id": "03-19T14-07-33-479663",
        "description": "Initial empty version",
        "file": "knowledge_files/kf_03-19T14-07-33-479663.py"
      }
    },
    "03-19T14:07:33.487551": {
      "def_id": "03-19T14:07:33.487551",
      "content": "def get_user_name():\n    \"\"\"Get user name from tutor\"\"\"\n    name = tutor.ask(\"What is your name?\")\n    return f\"Hello, {name}!\"\n\ndef get_user_age():\n    \"\"\"Get user age and validate\"\"\"\n    age_str = tutor.ask(\"How old are you?\")\n    try:\n        age = int(age_str)\n        if age < 0:\n            return \"Invalid age\"\n        elif age < 18:\n            return \"You are a minor\"\n        else:\n            return \"You are an adult\"\n    except ValueError:\n        return \"Invalid age format\"",
      "parent_op": "03-19T14:07:33.419011",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.470122"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.487551"
      ],
      "metadata": {
        "type": "knowledge_content",
        "version_id": "03-19T14-07-33-486984",
        "parent_version_id": "03-19T14-07-33-479663",
        "description": "Tutor interaction module",
        "file": "knowledge_files/kf_03-19T14-07-33-486984.py"
      }
    },
    "03-19T14:07:33.505658": {
      "def_id": "03-19T14:07:33.505658",
      "content": "{\"status\": \"success\", \"version\": 1, \"message\": \"Created new version\", \"replication_status\": {\"replication_status\": \"success\", \"summary\": \"No prior successful observation computations to replicate\", \"failures\": []}}",
      "parent_op": "03-19T14:07:33.419011",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.470122"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.505658"
      ],
      "metadata": {
        "type": "conversation:knowledge:create_version:result",
        "conversation_id": "03-19_14-07-33-460953",
        "is_void": false,
        "write_def_ids": [
          "03-19T14:07:33.487551"
        ]
      }
    },
    "03-19T14:07:33.516403": {
      "def_id": "03-19T14:07:33.516403",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"get_user_name()\",\"version\": 1}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:33.431047",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.505658",
        "03-19T14:07:33.470122",
        "03-19T14:07:33.460357"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.516403"
      ],
      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-33-460953"
      }
    },
    "03-19T14:07:33.637592": {
      "def_id": "03-19T14:07:33.637592",
      "content": "Alice",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "tutor_response",
        "message_sent": "What is your name?",
        "timestamp": "2026-03-19T14:07:33.636582"
      }
    },
    "03-19T14:07:33.643463": {
      "def_id": "03-19T14:07:33.643463",
      "content": "{\"status\": \"success\", \"response\": \"Alice\"}",
      "parent_op": "03-19T14:07:33.419062",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:33.516403",
        "03-19T14:07:33.487551",
        "03-19T14:07:33.637592"
      ],
      "parent_op_outputs": [
        "03-19T14:07:33.643463"
      ],
      "metadata": {
        "type": "module:tutor:send:result",
        "module_path": "knowledge_files/kf_03-19T14-07-33-486984.py"
      }
    },
    "03-19T14:07:33.674827": {
      "def_id": "03-19T14:07:33.674827",
      "content": "{\"status\": \"success\", \"result\": \"Hello, Alice!\", \"expression\": \"get_user_name()\"}",
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