{
  "definitions": {
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      "def_id": "03-19T14:07:12.808846",
      "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"
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    },
    "03-19T14:07:12.809292": {
      "def_id": "03-19T14:07:12.809292",
      "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"
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    },
    "03-19T14:07:12.809385": {
      "def_id": "03-19T14:07:12.809385",
      "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"
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    },
    "03-19T14:07:12.809454": {
      "def_id": "03-19T14:07:12.809454",
      "content": "system_op:pass_prompt",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:12.867630"
      ],
      "metadata": {
        "type": "system_op:pass_prompt",
        "description": "Pass prompt to recipient"
      }
    },
    "03-19T14:07:12.809483": {
      "def_id": "03-19T14:07:12.809483",
      "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"
      }
    },
    "03-19T14:07:12.809505": {
      "def_id": "03-19T14:07:12.809505",
      "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"
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    },
    "03-19T14:07:12.809525": {
      "def_id": "03-19T14:07:12.809525",
      "content": "system_op:knowledge:insert_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:13.287786",
        "03-19T14:07:13.305576"
      ],
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        "type": "system_op:knowledge:insert_node",
        "description": "Insert node at path"
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    },
    "03-19T14:07:12.809548": {
      "def_id": "03-19T14:07:12.809548",
      "content": "system_op:knowledge:replace_node",
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      "is_terminal": true,
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      "parent_op_outputs": [],
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        "type": "system_op:knowledge:replace_node",
        "description": "Replace node at path"
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    "03-19T14:07:12.809569": {
      "def_id": "03-19T14:07:12.809569",
      "content": "system_op:knowledge:delete_node",
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      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:knowledge:delete_node",
        "description": "Delete node at path"
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    "03-19T14:07:12.809591": {
      "def_id": "03-19T14:07:12.809591",
      "content": "system_op:knowledge:move_node",
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      "is_terminal": true,
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        "type": "system_op:knowledge:move_node",
        "description": "Move node to new location"
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    "03-19T14:07:12.809611": {
      "def_id": "03-19T14:07:12.809611",
      "content": "system_op:knowledge:list_versions",
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      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:list_versions",
        "description": "List knowledge file versions"
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    "03-19T14:07:12.809632": {
      "def_id": "03-19T14:07:12.809632",
      "content": "system_op:knowledge:read_version",
      "parent_op": null,
      "is_terminal": true,
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      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:read_version",
        "description": "Read specific knowledge version"
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    },
    "03-19T14:07:12.809651": {
      "def_id": "03-19T14:07:12.809651",
      "content": "system_op:knowledge:create_version",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:12.889398",
        "03-19T14:07:12.898906",
        "03-19T14:07:12.916260"
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        "type": "system_op:knowledge:create_version",
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    "03-19T14:07:12.809673": {
      "def_id": "03-19T14:07:12.809673",
      "content": "system_op:knowledge:compute",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:13.029423",
        "03-19T14:07:13.114039",
        "03-19T14:07:13.260185",
        "03-19T14:07:13.454109",
        "03-19T14:07:13.562964",
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        "03-19T14:07:13.782131"
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    "03-19T14:07:12.809696": {
      "def_id": "03-19T14:07:12.809696",
      "content": "system_op:knowledge:close",
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      "is_terminal": true,
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      "parent_op_outputs": [],
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        "type": "system_op:knowledge:close",
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    "03-19T14:07:12.809718": {
      "def_id": "03-19T14:07:12.809718",
      "content": "system_op:tutor:send",
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      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:tutor:send",
        "description": "Send message to tutor"
      }
    },
    "03-19T14:07:12.809741": {
      "def_id": "03-19T14:07:12.809741",
      "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"
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    "03-19T14:07:12.809762": {
      "def_id": "03-19T14:07:12.809762",
      "content": "system_op:memory:find_node",
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      "is_terminal": true,
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      "parent_op_outputs": [],
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        "type": "system_op:memory:find_node",
        "description": "Find single node by path"
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    "03-19T14:07:12.809785": {
      "def_id": "03-19T14:07:12.809785",
      "content": "system_op:memory:find_all_nodes",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:memory:find_all_nodes",
        "description": "Find all nodes by path"
      }
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    "03-19T14:07:12.809804": {
      "def_id": "03-19T14:07:12.809804",
      "content": "system_op:memory:insert_node",
      "parent_op": null,
      "is_terminal": true,
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      "parent_op_outputs": [],
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        "type": "system_op:memory:insert_node",
        "description": "Insert node at path"
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    },
    "03-19T14:07:12.809823": {
      "def_id": "03-19T14:07:12.809823",
      "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"
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    "03-19T14:07:12.809842": {
      "def_id": "03-19T14:07:12.809842",
      "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"
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    },
    "03-19T14:07:12.809865": {
      "def_id": "03-19T14:07:12.809865",
      "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"
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    },
    "03-19T14:07:12.809889": {
      "def_id": "03-19T14:07:12.809889",
      "content": "system_op:memory:compute",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:memory:compute",
        "description": "Execute memory computation"
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    },
    "03-19T14:07:12.809909": {
      "def_id": "03-19T14:07:12.809909",
      "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"
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    },
    "03-19T14:07:12.823407": {
      "def_id": "03-19T14:07:12.823407",
      "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"
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    },
    "03-19T14:07:12.824624": {
      "def_id": "03-19T14:07:12.824624",
      "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"
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    "03-19T14:07:12.824764": {
      "def_id": "03-19T14:07:12.824764",
      "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"
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    },
    "03-19T14:07:12.824793": {
      "def_id": "03-19T14:07:12.824793",
      "content": "system_op:conversation:append_message",
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      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:conversation:append_message",
        "description": "Add message to end"
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      "def_id": "03-19T14:07:12.824817",
      "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"
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      "def_id": "03-19T14:07:12.824839",
      "content": "system_op:conversation:read_message",
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      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:conversation:read_message",
        "description": "Read message by selector"
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    "03-19T14:07:12.824860": {
      "def_id": "03-19T14:07:12.824860",
      "content": "system_op:observe:observe",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:observe:observe",
        "description": "Observe a computation"
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    },
    "03-19T14:07:12.824881": {
      "def_id": "03-19T14:07:12.824881",
      "content": "system_op:observe:observe_branch",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:observe:observe_branch",
        "description": "Observe a computation on a branch namespace"
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    "03-19T14:07:12.824901": {
      "def_id": "03-19T14:07:12.824901",
      "content": "system_op:observe:replace_observation",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:observe:replace_observation",
        "description": "Replace observation computation"
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    "03-19T14:07:12.824921": {
      "def_id": "03-19T14:07:12.824921",
      "content": "system_op:llm:generation",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:12.879884",
        "03-19T14:07:12.925601",
        "03-19T14:07:13.041430",
        "03-19T14:07:13.126775",
        "03-19T14:07:13.271605",
        "03-19T14:07:13.315286",
        "03-19T14:07:13.464441",
        "03-19T14:07:13.578270",
        "03-19T14:07:13.686472"
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        "type": "system_op:llm:generation",
        "description": "LLM text generation"
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    "03-19T14:07:12.824946": {
      "def_id": "03-19T14:07:12.824946",
      "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"
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    "03-19T14:07:12.824988": {
      "def_id": "03-19T14:07:12.824988",
      "content": "system_op:api_parse_error",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
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        "type": "system_op:api_parse_error",
        "description": "API call parsing error"
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    "03-19T14:07:12.825035": {
      "def_id": "03-19T14:07:12.825035",
      "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"
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    "03-19T14:07:12.867630": {
      "def_id": "03-19T14:07:12.867630",
      "content": "[Prompt-in-context text omitted in public artifact]",
      "parent_op": "03-19T14:07:12.809454",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.809385"
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        "03-19T14:07:12.867630"
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      "metadata": {
        "type": "prompt_in_context"
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    "03-19T14:07:12.879884": {
      "def_id": "03-19T14:07:12.879884",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"create_version\",\"params\": {\"target\": \"latest\",\"content\": \"# Dynamic knowledge building test\\n\",\"description\": \"Empty start\"}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:12.824921",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.867630"
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      "parent_op_outputs": [
        "03-19T14:07:12.879884"
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      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-12-868209"
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    },
    "03-19T14:07:12.889398": {
      "def_id": "03-19T14:07:12.889398",
      "content": "",
      "parent_op": "03-19T14:07:12.809651",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.879884"
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      "parent_op_outputs": [
        "03-19T14:07:12.889398"
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      "metadata": {
        "type": "knowledge_content",
        "version_id": "03-19T14-07-12-889191",
        "description": "Initial empty version",
        "file": "knowledge_files/kf_03-19T14-07-12-889191.py"
      }
    },
    "03-19T14:07:12.898906": {
      "def_id": "03-19T14:07:12.898906",
      "content": "# Dynamic knowledge building test\n",
      "parent_op": "03-19T14:07:12.809651",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.879884"
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      "parent_op_outputs": [
        "03-19T14:07:12.898906"
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      "metadata": {
        "type": "knowledge_content",
        "version_id": "03-19T14-07-12-898005",
        "parent_version_id": "03-19T14-07-12-889191",
        "description": "Empty start",
        "file": "knowledge_files/kf_03-19T14-07-12-898005.py"
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    "03-19T14:07:12.916260": {
      "def_id": "03-19T14:07:12.916260",
      "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": "03-19T14:07:12.809651",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.879884"
      ],
      "parent_op_outputs": [
        "03-19T14:07:12.916260"
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      "metadata": {
        "type": "conversation:knowledge:create_version:result",
        "conversation_id": "03-19_14-07-12-868209",
        "is_void": false,
        "write_def_ids": [
          "03-19T14:07:12.898906"
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    "03-19T14:07:12.925601": {
      "def_id": "03-19T14:07:12.925601",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"x = 10\",\"version\": 1}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:12.824921",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.867630",
        "03-19T14:07:12.916260",
        "03-19T14:07:12.879884"
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      "parent_op_outputs": [
        "03-19T14:07:12.925601"
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      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-12-868209"
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    },
    "03-19T14:07:13.029423": {
      "def_id": "03-19T14:07:13.029423",
      "content": "{\"status\": \"success\", \"result\": \"Assignment completed: x\", \"expression\": \"x = 10\"}",
      "parent_op": "03-19T14:07:12.809673",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.925601"
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      "parent_op_outputs": [
        "03-19T14:07:13.029423"
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      "metadata": {
        "type": "conversation:knowledge:compute:result",
        "conversation_id": "03-19_14-07-12-868209",
        "is_void": false
      }
    },
    "03-19T14:07:13.041430": {
      "def_id": "03-19T14:07:13.041430",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"y = 20\",\"version\": 1}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:12.824921",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:12.879884",
        "03-19T14:07:12.925601",
        "03-19T14:07:13.029423",
        "03-19T14:07:12.916260",
        "03-19T14:07:12.867630"
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      "parent_op_outputs": [
        "03-19T14:07:13.041430"
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      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-12-868209"
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    },
    "03-19T14:07:13.114039": {
      "def_id": "03-19T14:07:13.114039",
      "content": "{\"status\": \"success\", \"result\": \"Assignment completed: y\", \"expression\": \"y = 20\"}",
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      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"x + y\",\"version\": 1}}<<<END_API_CALL>>>",
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      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"def multiply_values():\\n    return x * y\",\"position\": \"end\",\"version\": 1}}<<<END_API_CALL>>>",
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      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"compute\",\"params\": {\"expression\": \"multiply_values()\",\"version\": 1}}<<<END_API_CALL>>>",
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