{
  "definitions": {
    "03-19T14:07:10.153412": {
      "def_id": "03-19T14:07:10.153412",
      "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"
      }
    },
    "03-19T14:07:10.154153": {
      "def_id": "03-19T14:07:10.154153",
      "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"
      }
    },
    "03-19T14:07:10.154245": {
      "def_id": "03-19T14:07:10.154245",
      "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"
      }
    },
    "03-19T14:07:10.154367": {
      "def_id": "03-19T14:07:10.154367",
      "content": "system_op:pass_prompt",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:10.208294"
      ],
      "metadata": {
        "type": "system_op:pass_prompt",
        "description": "Pass prompt to recipient"
      }
    },
    "03-19T14:07:10.154402": {
      "def_id": "03-19T14:07:10.154402",
      "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"
      }
    },
    "03-19T14:07:10.154428": {
      "def_id": "03-19T14:07:10.154428",
      "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"
      }
    },
    "03-19T14:07:10.154454": {
      "def_id": "03-19T14:07:10.154454",
      "content": "system_op:knowledge:insert_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:10.296863",
        "03-19T14:07:10.316694",
        "03-19T14:07:10.374944",
        "03-19T14:07:10.393864",
        "03-19T14:07:10.453856",
        "03-19T14:07:10.469710"
      ],
      "metadata": {
        "type": "system_op:knowledge:insert_node",
        "description": "Insert node at path"
      }
    },
    "03-19T14:07:10.154480": {
      "def_id": "03-19T14:07:10.154480",
      "content": "system_op:knowledge:replace_node",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:knowledge:replace_node",
        "description": "Replace node at path"
      }
    },
    "03-19T14:07:10.154505": {
      "def_id": "03-19T14:07:10.154505",
      "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"
      }
    },
    "03-19T14:07:10.154529": {
      "def_id": "03-19T14:07:10.154529",
      "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"
      }
    },
    "03-19T14:07:10.154551": {
      "def_id": "03-19T14:07:10.154551",
      "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"
      }
    },
    "03-19T14:07:10.154573": {
      "def_id": "03-19T14:07:10.154573",
      "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"
      }
    },
    "03-19T14:07:10.154597": {
      "def_id": "03-19T14:07:10.154597",
      "content": "system_op:knowledge:create_version",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:10.230439",
        "03-19T14:07:10.240573",
        "03-19T14:07:10.259013"
      ],
      "metadata": {
        "type": "system_op:knowledge:create_version",
        "description": "Create knowledge version"
      }
    },
    "03-19T14:07:10.154626": {
      "def_id": "03-19T14:07:10.154626",
      "content": "system_op:knowledge:compute",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:10.637109",
        "03-19T14:07:10.709489",
        "03-19T14:07:10.870707",
        "03-19T14:07:10.961950",
        "03-19T14:07:11.086441"
      ],
      "metadata": {
        "type": "system_op:knowledge:compute",
        "description": "Execute knowledge computation"
      }
    },
    "03-19T14:07:10.154652": {
      "def_id": "03-19T14:07:10.154652",
      "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"
      }
    },
    "03-19T14:07:10.154679": {
      "def_id": "03-19T14:07:10.154679",
      "content": "system_op:tutor:send",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [],
      "metadata": {
        "type": "system_op:tutor:send",
        "description": "Send message to tutor"
      }
    },
    "03-19T14:07:10.154701": {
      "def_id": "03-19T14:07:10.154701",
      "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"
      }
    },
    "03-19T14:07:10.154731": {
      "def_id": "03-19T14:07:10.154731",
      "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"
      }
    },
    "03-19T14:07:10.154755": {
      "def_id": "03-19T14:07:10.154755",
      "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"
      }
    },
    "03-19T14:07:10.154780": {
      "def_id": "03-19T14:07:10.154780",
      "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"
      }
    },
    "03-19T14:07:10.154809": {
      "def_id": "03-19T14:07:10.154809",
      "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"
      }
    },
    "03-19T14:07:10.154835": {
      "def_id": "03-19T14:07:10.154835",
      "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"
      }
    },
    "03-19T14:07:10.154869": {
      "def_id": "03-19T14:07:10.154869",
      "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"
      }
    },
    "03-19T14:07:10.154902": {
      "def_id": "03-19T14:07:10.154902",
      "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"
      }
    },
    "03-19T14:07:10.154947": {
      "def_id": "03-19T14:07:10.154947",
      "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"
      }
    },
    "03-19T14:07:10.169266": {
      "def_id": "03-19T14:07:10.169266",
      "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"
      }
    },
    "03-19T14:07:10.169715": {
      "def_id": "03-19T14:07:10.169715",
      "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"
      }
    },
    "03-19T14:07:10.169780": {
      "def_id": "03-19T14:07:10.169780",
      "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"
      }
    },
    "03-19T14:07:10.169821": {
      "def_id": "03-19T14:07:10.169821",
      "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"
      }
    },
    "03-19T14:07:10.169858": {
      "def_id": "03-19T14:07:10.169858",
      "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"
      }
    },
    "03-19T14:07:10.169910": {
      "def_id": "03-19T14:07:10.169910",
      "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"
      }
    },
    "03-19T14:07:10.169946": {
      "def_id": "03-19T14:07:10.169946",
      "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"
      }
    },
    "03-19T14:07:10.169982": {
      "def_id": "03-19T14:07:10.169982",
      "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"
      }
    },
    "03-19T14:07:10.170017": {
      "def_id": "03-19T14:07:10.170017",
      "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"
      }
    },
    "03-19T14:07:10.170051": {
      "def_id": "03-19T14:07:10.170051",
      "content": "system_op:llm:generation",
      "parent_op": null,
      "is_terminal": true,
      "parent_op_inputs": [],
      "parent_op_outputs": [
        "03-19T14:07:10.219647",
        "03-19T14:07:10.269586",
        "03-19T14:07:10.329134",
        "03-19T14:07:10.404176",
        "03-19T14:07:10.480167",
        "03-19T14:07:10.650089",
        "03-19T14:07:10.721239",
        "03-19T14:07:10.883276",
        "03-19T14:07:10.973154"
      ],
      "metadata": {
        "type": "system_op:llm:generation",
        "description": "LLM text generation"
      }
    },
    "03-19T14:07:10.170086": {
      "def_id": "03-19T14:07:10.170086",
      "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"
      }
    },
    "03-19T14:07:10.170118": {
      "def_id": "03-19T14:07:10.170118",
      "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"
      }
    },
    "03-19T14:07:10.170158": {
      "def_id": "03-19T14:07:10.170158",
      "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"
      }
    },
    "03-19T14:07:10.208294": {
      "def_id": "03-19T14:07:10.208294",
      "content": "[Prompt-in-context text omitted in public artifact]",
      "parent_op": "03-19T14:07:10.154367",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.154245"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.208294"
      ],
      "metadata": {
        "type": "prompt_in_context"
      }
    },
    "03-19T14:07:10.219647": {
      "def_id": "03-19T14:07:10.219647",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\", \"action\": \"create_version\", \"params\": {\"target\": \"latest\", \"content\": \"# Test precise dependency tracking\\n\\nimport datetime\\n\\ndef days_between(date1_str, date2_str):\\n    \\\"\\\"\\\"Calculate days between two dates\\\"\\\"\\\"\\n    date1 = datetime.datetime.strptime(date1_str, '%Y-%m-%d')\\n    date2 = datetime.datetime.strptime(date2_str, '%Y-%m-%d')\\n    return abs((date2 - date1).days)\", \"description\": \"Initial with days_between\"}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:10.170051",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.208294"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.219647"
      ],
      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-10-208786"
      }
    },
    "03-19T14:07:10.230439": {
      "def_id": "03-19T14:07:10.230439",
      "content": "",
      "parent_op": "03-19T14:07:10.154597",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.219647"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.230439"
      ],
      "metadata": {
        "type": "knowledge_content",
        "version_id": "03-19T14-07-10-230281",
        "description": "Initial empty version",
        "file": "knowledge_files/kf_03-19T14-07-10-230281.py"
      }
    },
    "03-19T14:07:10.240573": {
      "def_id": "03-19T14:07:10.240573",
      "content": "# Test precise dependency tracking\n\nimport datetime\n\ndef days_between(date1_str, date2_str):\n    \"\"\"Calculate days between two dates\"\"\"\n    date1 = datetime.datetime.strptime(date1_str, '%Y-%m-%d')\n    date2 = datetime.datetime.strptime(date2_str, '%Y-%m-%d')\n    return abs((date2 - date1).days)",
      "parent_op": "03-19T14:07:10.154597",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.219647"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.240573"
      ],
      "metadata": {
        "type": "knowledge_content",
        "version_id": "03-19T14-07-10-239685",
        "parent_version_id": "03-19T14-07-10-230281",
        "description": "Initial with days_between",
        "file": "knowledge_files/kf_03-19T14-07-10-239685.py"
      }
    },
    "03-19T14:07:10.259013": {
      "def_id": "03-19T14:07:10.259013",
      "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": "03-19T14:07:10.154597",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.219647"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.259013"
      ],
      "metadata": {
        "type": "conversation:knowledge:create_version:result",
        "conversation_id": "03-19_14-07-10-208786",
        "is_void": false,
        "write_def_ids": [
          "03-19T14:07:10.240573"
        ]
      }
    },
    "03-19T14:07:10.269586": {
      "def_id": "03-19T14:07:10.269586",
      "content": "<<<API_CALL>>>{\"api\": \"knowledge\",\"action\": \"insert_node\",\"params\": {\"node\": \"from datetime import date\",\"position\": \"after\",\"version\": 1,\"parent_path\": \"[0]\"}}<<<END_API_CALL>>>",
      "parent_op": "03-19T14:07:10.170051",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.259013",
        "03-19T14:07:10.208294",
        "03-19T14:07:10.219647"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.269586"
      ],
      "metadata": {
        "type": "llm_output",
        "model": "wla/test-llm",
        "conversation_id": "03-19_14-07-10-208786"
      }
    },
    "03-19T14:07:10.296863": {
      "def_id": "03-19T14:07:10.296863",
      "content": "{\"type\": \"knowledge_insert_node\", \"edit_type\": \"path_based_edit\", \"operation\": \"insert_node\", \"file\": \"knowledge_files/kf_03-19T14-07-10-239685.py\", \"version_id\": \"03-19T14-07-10-239685\", \"old_length\": 296, \"new_length\": 322}",
      "parent_op": "03-19T14:07:10.154454",
      "is_terminal": false,
      "parent_op_inputs": [
        "03-19T14:07:10.269586"
      ],
      "parent_op_outputs": [
        "03-19T14:07:10.296863"
      ],
      "metadata": {
        "type": "knowledge_insert_node",
        "edit_type": "path_based_edit",
        "file": "knowledge_files/kf_03-19T14-07-10-239685.py",
        "operation": "insert_node",
        "version_id": "03-19T14-07-10-239685"
      }
    },
    "03-19T14:07:10.316694": {
      "def_id": "03-19T14:07:10.316694",
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