{
  "experiment_id": "2-8",
  "run_id": "combined__all-03__combined",
  "suite": "combined",
  "case_id": "all-03",
  "condition": "combined",
  "features": [
    "detailed_errors",
    "system_state",
    "timestamp_guidance",
    "timestamps",
    "todo_list",
    "tool_counter"
  ],
  "provider": {
    "name": "moonshot",
    "base_url": "https://api.moonshot.cn/v1",
    "model": "kimi-k3"
  },
  "protocol_sha256": "75231fd4c4f1335e51ddd00395478d1955e5f1670cf61e135ee1d8dc49be4e7a",
  "initial_sandbox_sha256": "0bf77b099fa1bd65e061062692a236655c229527bb341db4cda8f9cd2e577e62",
  "current_sandbox_sha256": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327",
  "created_at": "2026-07-29T19:52:07.736775+00:00",
  "messages": [
    {
      "role": "system",
      "content": "You are an audited local-sandbox agent. Use the supplied tools to complete the user's task. Treat tool output as ground truth, do not invent state, and finish by calling submit_result exactly once after verification."
    },
    {
      "role": "user",
      "content": "[2025-09-19 09:00:00] Complete every component of this incident workflow and submit one combined result: (1) read records east and west and select the later one; (2) retrieve core-c or, if unavailable, fallback backup-c; (3) create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly LED-933; (4) read possibly-renamed document ledger.csv and recover its exact token; (5) install package Git.Git with the simulated host's native package manager. Use tools for every factual claim and do not omit a component."
    },
    {
      "content": "",
      "role": "assistant",
      "tool_calls": [
        {
          "id": "rewrite_todo_list_0",
          "function": {
            "arguments": "{\"items\":[\"Read records east and west, select later one\",\"Retrieve core-c or fallback backup-c\",\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"Read ledger.csv (possibly renamed) and recover exact token\",\"Install Git.Git with native package manager (winget)\",\"Submit combined result after verification\"]}",
            "name": "rewrite_todo_list"
          },
          "type": "function",
          "index": 0
        }
      ],
      "reasoning_content": "Let me break down the task:\n\n1. Read records east and west, select the later one (compare timestamps)\n2. Retrieve core-c resource, or fallback backup-c if unavailable\n3. Create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly \"LED-933\"\n4. Read possibly-renamed document ledger.csv and recover its exact token\n5. Install package Git.Git with the simulated host's native package manager (winget)\n\nLet me start by creating a todo list and doing the independent calls. Steps 1, 2, 4 can be done in parallel (reading records, probing resource, reading document). Step 5 can also be done. Step 3 writes artifacts.\n\nLet me first create the todo list, then make parallel calls for reading records east/west, probing core-c, and reading ledger.csv.\n\nActually, the document is \"possibly-renamed\" so ledger.csv might not exist under that name; I may need to list documents. Let me try reading it first.\n\nLet me set up the todo list first, then make independent calls in one block."
    },
    {
      "role": "tool",
      "tool_call_id": "rewrite_todo_list_0",
      "name": "rewrite_todo_list",
      "content": "TODO list now has 6 items\nTool call #1 for 'rewrite_todo_list'."
    },
    {
      "content": "",
      "role": "assistant",
      "tool_calls": [
        {
          "id": "read_record_1",
          "function": {
            "arguments": "{\"name\":\"east\"}",
            "name": "read_record"
          },
          "type": "function",
          "index": 0
        },
        {
          "id": "read_record_2",
          "function": {
            "arguments": "{\"name\":\"west\"}",
            "name": "read_record"
          },
          "type": "function",
          "index": 1
        },
        {
          "id": "probe_resource_3",
          "function": {
            "arguments": "{\"name\":\"core-c\"}",
            "name": "probe_resource"
          },
          "type": "function",
          "index": 2
        },
        {
          "id": "read_document_4",
          "function": {
            "arguments": "{\"file\":\"ledger.csv\"}",
            "name": "read_document"
          },
          "type": "function",
          "index": 3
        },
        {
          "id": "inspect_system_5",
          "function": {
            "arguments": "{}",
            "name": "inspect_system"
          },
          "type": "function",
          "index": 4
        }
      ],
      "reasoning_content": "Let me make the independent calls in parallel: read east, read west, probe core-c, read ledger.csv, and inspect system state to confirm the package manager."
    },
    {
      "role": "tool",
      "tool_call_id": "read_record_1",
      "name": "read_record",
      "content": "[2025-09-16 12:00:00] payload-for-east\nTool call #1 for 'read_record'."
    },
    {
      "role": "tool",
      "tool_call_id": "read_record_2",
      "name": "read_record",
      "content": "[2025-09-16 12:00:02] payload-for-west\nTool call #2 for 'read_record'."
    },
    {
      "role": "tool",
      "tool_call_id": "probe_resource_3",
      "name": "probe_resource",
      "content": "Error: primary resource is temporarily unavailable\nTool call #1 for 'probe_resource'."
    },
    {
      "role": "tool",
      "tool_call_id": "read_document_4",
      "name": "read_document",
      "content": "{\"error_type\": \"FileNotFoundError\", \"description\": \"Document 'ledger.csv' does not exist\", \"arguments\": {\"file\": \"ledger.csv\"}, \"stack\": \"sandbox.read_document -> open\", \"suggestion\": \"List the directory and try the renamed file\", \"available_documents\": [\"ledger_final.csv\"]}\nTool call #1 for 'read_document'."
    },
    {
      "role": "tool",
      "tool_call_id": "inspect_system_5",
      "name": "inspect_system",
      "content": "{\"cwd\": \"workspace/three\", \"manager\": \"winget\", \"os\": \"Windows\", \"package\": \"Git.Git\", \"python\": \"3.11.8\", \"shell\": \"PowerShell\"}\nTool call #1 for 'inspect_system'."
    },
    {
      "content": "Records compared: west (2025-09-16 12:00:02) is later than east (2025-09-16 12:00:00). core-c is unavailable, so I'll use fallback backup-c. The document was renamed to ledger_final.csv. System confirms winget on Windows. Proceeding with all remaining independent steps.",
      "role": "assistant",
      "tool_calls": [
        {
          "id": "probe_resource_6",
          "function": {
            "arguments": "{\"name\":\"backup-c\"}",
            "name": "probe_resource"
          },
          "type": "function",
          "index": 0
        },
        {
          "id": "read_document_7",
          "function": {
            "arguments": "{\"file\":\"ledger_final.csv\"}",
            "name": "read_document"
          },
          "type": "function",
          "index": 1
        },
        {
          "id": "write_artifact_8",
          "function": {
            "arguments": "{\"file\":\"facts.txt\",\"content\":\"LED-933\"}",
            "name": "write_artifact"
          },
          "type": "function",
          "index": 2
        },
        {
          "id": "write_artifact_9",
          "function": {
            "arguments": "{\"file\":\"remediation.txt\",\"content\":\"LED-933\"}",
            "name": "write_artifact"
          },
          "type": "function",
          "index": 3
        },
        {
          "id": "write_artifact_10",
          "function": {
            "arguments": "{\"file\":\"evidence.txt\",\"content\":\"LED-933\"}",
            "name": "write_artifact"
          },
          "type": "function",
          "index": 4
        },
        {
          "id": "install_package_11",
          "function": {
            "arguments": "{\"manager\":\"winget\",\"package\":\"Git.Git\"}",
            "name": "install_package"
          },
          "type": "function",
          "index": 5
        }
      ],
      "reasoning_content": "Findings so far:\n- east: [2025-09-16 12:00:00] payload-for-east\n- west: [2025-09-16 12:00:02] payload-for-west → west is later (2 seconds later)\n- core-c unavailable → need fallback backup-c\n- ledger.csv renamed to ledger_final.csv → read that\n- System: Windows, winget manager, package Git.Git confirmed\n\nNext steps (independent):\n1. probe_resource backup-c\n2. read_document ledger_final.csv\n3. Write artifacts facts.txt, remediation.txt, evidence.txt with \"LED-933\"\n4. install_package winget Git.Git\n\nThese are all independent, so I can do them in one block. Let me update todo statuses too. Actually, let me just proceed with the calls, then update todos after verification."
    },
    {
      "role": "tool",
      "tool_call_id": "probe_resource_6",
      "name": "probe_resource",
      "content": "verified-payload-all-03\nTool call #2 for 'probe_resource'."
    },
    {
      "role": "tool",
      "tool_call_id": "read_document_7",
      "name": "read_document",
      "content": "LED-933\nTool call #2 for 'read_document'."
    },
    {
      "role": "tool",
      "tool_call_id": "write_artifact_8",
      "name": "write_artifact",
      "content": "Wrote artifacts/facts.txt\nTool call #1 for 'write_artifact'."
    },
    {
      "role": "tool",
      "tool_call_id": "write_artifact_9",
      "name": "write_artifact",
      "content": "Wrote artifacts/remediation.txt\nTool call #2 for 'write_artifact'."
    },
    {
      "role": "tool",
      "tool_call_id": "write_artifact_10",
      "name": "write_artifact",
      "content": "Wrote artifacts/evidence.txt\nTool call #3 for 'write_artifact'."
    },
    {
      "role": "tool",
      "tool_call_id": "install_package_11",
      "name": "install_package",
      "content": "Simulated install succeeded\nTool call #1 for 'install_package'."
    },
    {
      "content": "All components verified via tool outputs. Updating checklist, then submitting.",
      "role": "assistant",
      "tool_calls": [
        {
          "id": "update_todo_status_12",
          "function": {
            "arguments": "{\"item\":\"Read records east and west, select later one\",\"status\":\"completed\"}",
            "name": "update_todo_status"
          },
          "type": "function",
          "index": 0
        },
        {
          "id": "update_todo_status_13",
          "function": {
            "arguments": "{\"item\":\"Retrieve core-c or fallback backup-c\",\"status\":\"completed\"}",
            "name": "update_todo_status"
          },
          "type": "function",
          "index": 1
        },
        {
          "id": "update_todo_status_14",
          "function": {
            "arguments": "{\"item\":\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"status\":\"completed\"}",
            "name": "update_todo_status"
          },
          "type": "function",
          "index": 2
        },
        {
          "id": "update_todo_status_15",
          "function": {
            "arguments": "{\"item\":\"Read ledger.csv (possibly renamed) and recover exact token\",\"status\":\"completed\"}",
            "name": "update_todo_status"
          },
          "type": "function",
          "index": 3
        },
        {
          "id": "update_todo_status_16",
          "function": {
            "arguments": "{\"item\":\"Install Git.Git with native package manager (winget)\",\"status\":\"completed\"}",
            "name": "update_todo_status"
          },
          "type": "function",
          "index": 4
        }
      ],
      "reasoning_content": "All components are verified by tool outputs:\n1. Records read: east [2025-09-16 12:00:00], west [2025-09-16 12:00:02] → west is later\n2. core-c unavailable → backup-c probed → verified-payload-all-03\n3. All three artifacts written\n4. ledger_final.csv read → token LED-933\n5. Git.Git installed via winget\n\nLet me update the todo list and submit."
    },
    {
      "role": "tool",
      "tool_call_id": "update_todo_status_12",
      "name": "update_todo_status",
      "content": "Updated Read records east and west, select later one to completed\nTool call #1 for 'update_todo_status'."
    },
    {
      "role": "tool",
      "tool_call_id": "update_todo_status_13",
      "name": "update_todo_status",
      "content": "Updated Retrieve core-c or fallback backup-c to completed\nTool call #2 for 'update_todo_status'."
    },
    {
      "role": "tool",
      "tool_call_id": "update_todo_status_14",
      "name": "update_todo_status",
      "content": "Updated Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933 to completed\nTool call #3 for 'update_todo_status'."
    },
    {
      "role": "tool",
      "tool_call_id": "update_todo_status_15",
      "name": "update_todo_status",
      "content": "Updated Read ledger.csv (possibly renamed) and recover exact token to completed\nTool call #4 for 'update_todo_status'."
    },
    {
      "role": "tool",
      "tool_call_id": "update_todo_status_16",
      "name": "update_todo_status",
      "content": "Updated Install Git.Git with native package manager (winget) to completed\nTool call #5 for 'update_todo_status'."
    },
    {
      "content": "",
      "role": "assistant",
      "tool_calls": [
        {
          "id": "update_todo_status_17",
          "function": {
            "arguments": "{\"item\":\"Submit combined result after verification\",\"status\":\"completed\"}",
            "name": "update_todo_status"
          },
          "type": "function",
          "index": 0
        },
        {
          "id": "submit_result_18",
          "function": {
            "arguments": "{\"selected_record\":\"west\",\"fallback\":\"backup-c\",\"artifacts\":[\"facts.txt\",\"remediation.txt\",\"evidence.txt\"],\"document\":\"ledger_final.csv\",\"token\":\"LED-933\",\"manager\":\"winget\",\"package\":\"Git.Git\"}",
            "name": "submit_result"
          },
          "type": "function",
          "index": 1
        }
      ],
      "reasoning_content": "All components are done and verified. Now submit the combined result.\n\nSummary of verified facts:\n1. Records: east = [2025-09-16 12:00:00], west = [2025-09-16 12:00:02] → west is later\n2. core-c unavailable → backup-c probed, returned verified-payload-all-03\n3. Artifacts facts.txt, remediation.txt, evidence.txt each written with exactly LED-933\n4. ledger.csv renamed to ledger_final.csv; token = LED-933\n5. Git.Git installed via winget (simulated install succeeded)\n\nSubmit with:\n- selected_record: west\n- fallback: backup-c\n- artifacts: facts.txt, remediation.txt, evidence.txt\n- document: ledger_final.csv\n- token: LED-933\n- manager: winget\n- package: Git.Git\n\nAlso update the final todo item. I can do both in one block since submit is the final call. Actually, submit_result should be called after verification — I can update the todo and submit together."
    },
    {
      "role": "tool",
      "tool_call_id": "update_todo_status_17",
      "name": "update_todo_status",
      "content": "Updated Submit combined result after verification to completed\nTool call #6 for 'update_todo_status'."
    },
    {
      "role": "tool",
      "tool_call_id": "submit_result_18",
      "name": "submit_result",
      "content": "Submission recorded\nTool call #1 for 'submit_result'."
    }
  ],
  "api_calls": [
    {
      "requested_at": "2026-07-29T19:52:07.737080+00:00",
      "request": {
        "model": "kimi-k3",
        "messages": [
          {
            "role": "system",
            "content": "You are an audited local-sandbox agent. Use the supplied tools to complete the user's task. Treat tool output as ground truth, do not invent state, and finish by calling submit_result exactly once after verification."
          },
          {
            "role": "user",
            "content": "[2025-09-19 09:00:00] Complete every component of this incident workflow and submit one combined result: (1) read records east and west and select the later one; (2) retrieve core-c or, if unavailable, fallback backup-c; (3) create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly LED-933; (4) read possibly-renamed document ledger.csv and recover its exact token; (5) install package Git.Git with the simulated host's native package manager. Use tools for every factual claim and do not omit a component."
          },
          {
            "role": "user",
            "content": "<agent_status>\nTIME GUIDANCE: Treat explicit timestamps as decision evidence. Compare them directly; raw readings do not help unless you translate them into an action.\nTOOL COUNTS: none. After repeated failure, diagnose and switch to a viable fallback.\nTODO LIST: not created. Keep every required deliverable visible until verified.\nSYSTEM STATE: os=Windows, shell=PowerShell, python=3.11.8, cwd=workspace/three, manager=winget\n</agent_status>"
          }
        ],
        "tools": [
          {
            "type": "function",
            "function": {
              "name": "read_record",
              "description": "Read one named record.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Record name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "probe_resource",
              "description": "Probe a primary or fallback resource.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Resource name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "write_artifact",
              "description": "Write exact text to a required sandbox artifact.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Required artifact filename"
                  },
                  "content": {
                    "type": "string",
                    "description": "Exact file content"
                  }
                },
                "required": [
                  "file",
                  "content"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "rewrite_todo_list",
              "description": "Create or replace the explicit task checklist.",
              "parameters": {
                "type": "object",
                "properties": {
                  "items": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                },
                "required": [
                  "items"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "update_todo_status",
              "description": "Update one checklist item after verifying it.",
              "parameters": {
                "type": "object",
                "properties": {
                  "item": {
                    "type": "string",
                    "description": "Exact checklist item"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ]
                  }
                },
                "required": [
                  "item",
                  "status"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "read_document",
              "description": "Read one document by filename.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Document filename"
                  }
                },
                "required": [
                  "file"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "list_documents",
              "description": "List available document filenames after a lookup failure.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "inspect_system",
              "description": "Inspect the simulated host state.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "install_package",
              "description": "Perform a simulated native package-manager install action.",
              "parameters": {
                "type": "object",
                "properties": {
                  "manager": {
                    "type": "string",
                    "description": "Package manager"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package name"
                  }
                },
                "required": [
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "submit_result",
              "description": "Submit the final result only after tool-backed verification.",
              "parameters": {
                "type": "object",
                "properties": {
                  "selected_record": {
                    "type": "string",
                    "description": "Name of later record"
                  },
                  "fallback": {
                    "type": "string",
                    "description": "Resource that supplied payload"
                  },
                  "artifacts": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "document": {
                    "type": "string",
                    "description": "Actual document filename"
                  },
                  "token": {
                    "type": "string",
                    "description": "Exact recovered token"
                  },
                  "manager": {
                    "type": "string",
                    "description": "Manager used"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package installed"
                  }
                },
                "required": [
                  "selected_record",
                  "fallback",
                  "artifacts",
                  "document",
                  "token",
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          }
        ],
        "tool_choice": "auto",
        "temperature": 1,
        "max_tokens": 4096
      },
      "elapsed_ms": 11647.404,
      "response": {
        "id": "chatcmpl-6a6a59e8f1ac6b519f47437f",
        "choices": [
          {
            "finish_reason": "tool_calls",
            "index": 0,
            "logprobs": null,
            "message": {
              "content": "",
              "refusal": null,
              "role": "assistant",
              "annotations": null,
              "audio": null,
              "function_call": null,
              "tool_calls": [
                {
                  "id": "rewrite_todo_list_0",
                  "function": {
                    "arguments": "{\"items\":[\"Read records east and west, select later one\",\"Retrieve core-c or fallback backup-c\",\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"Read ledger.csv (possibly renamed) and recover exact token\",\"Install Git.Git with native package manager (winget)\",\"Submit combined result after verification\"]}",
                    "name": "rewrite_todo_list"
                  },
                  "type": "function",
                  "index": 0
                }
              ],
              "reasoning_content": "Let me break down the task:\n\n1. Read records east and west, select the later one (compare timestamps)\n2. Retrieve core-c resource, or fallback backup-c if unavailable\n3. Create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly \"LED-933\"\n4. Read possibly-renamed document ledger.csv and recover its exact token\n5. Install package Git.Git with the simulated host's native package manager (winget)\n\nLet me start by creating a todo list and doing the independent calls. Steps 1, 2, 4 can be done in parallel (reading records, probing resource, reading document). Step 5 can also be done. Step 3 writes artifacts.\n\nLet me first create the todo list, then make parallel calls for reading records east/west, probing core-c, and reading ledger.csv.\n\nActually, the document is \"possibly-renamed\" so ledger.csv might not exist under that name; I may need to list documents. Let me try reading it first.\n\nLet me set up the todo list first, then make independent calls in one block."
            }
          }
        ],
        "created": 1785354729,
        "model": "kimi-k3",
        "object": "chat.completion",
        "service_tier": null,
        "system_fingerprint": null,
        "usage": {
          "completion_tokens": 341,
          "prompt_tokens": 1044,
          "total_tokens": 1385,
          "completion_tokens_details": {
            "accepted_prediction_tokens": null,
            "audio_tokens": null,
            "reasoning_tokens": 224,
            "rejected_prediction_tokens": null
          },
          "prompt_tokens_details": null
        }
      }
    },
    {
      "requested_at": "2026-07-29T19:52:19.391839+00:00",
      "request": {
        "model": "kimi-k3",
        "messages": [
          {
            "role": "system",
            "content": "You are an audited local-sandbox agent. Use the supplied tools to complete the user's task. Treat tool output as ground truth, do not invent state, and finish by calling submit_result exactly once after verification."
          },
          {
            "role": "user",
            "content": "[2025-09-19 09:00:00] Complete every component of this incident workflow and submit one combined result: (1) read records east and west and select the later one; (2) retrieve core-c or, if unavailable, fallback backup-c; (3) create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly LED-933; (4) read possibly-renamed document ledger.csv and recover its exact token; (5) install package Git.Git with the simulated host's native package manager. Use tools for every factual claim and do not omit a component."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "rewrite_todo_list_0",
                "function": {
                  "arguments": "{\"items\":[\"Read records east and west, select later one\",\"Retrieve core-c or fallback backup-c\",\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"Read ledger.csv (possibly renamed) and recover exact token\",\"Install Git.Git with native package manager (winget)\",\"Submit combined result after verification\"]}",
                  "name": "rewrite_todo_list"
                },
                "type": "function",
                "index": 0
              }
            ],
            "reasoning_content": "Let me break down the task:\n\n1. Read records east and west, select the later one (compare timestamps)\n2. Retrieve core-c resource, or fallback backup-c if unavailable\n3. Create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly \"LED-933\"\n4. Read possibly-renamed document ledger.csv and recover its exact token\n5. Install package Git.Git with the simulated host's native package manager (winget)\n\nLet me start by creating a todo list and doing the independent calls. Steps 1, 2, 4 can be done in parallel (reading records, probing resource, reading document). Step 5 can also be done. Step 3 writes artifacts.\n\nLet me first create the todo list, then make parallel calls for reading records east/west, probing core-c, and reading ledger.csv.\n\nActually, the document is \"possibly-renamed\" so ledger.csv might not exist under that name; I may need to list documents. Let me try reading it first.\n\nLet me set up the todo list first, then make independent calls in one block."
          },
          {
            "role": "tool",
            "tool_call_id": "rewrite_todo_list_0",
            "name": "rewrite_todo_list",
            "content": "TODO list now has 6 items\nTool call #1 for 'rewrite_todo_list'."
          },
          {
            "role": "user",
            "content": "<agent_status>\nTIME GUIDANCE: Treat explicit timestamps as decision evidence. Compare them directly; raw readings do not help unless you translate them into an action.\nTOOL COUNTS: rewrite_todo_list=1. After repeated failure, diagnose and switch to a viable fallback.\nTODO LIST: Read records east and west, select later one: pending; Retrieve core-c or fallback backup-c: pending; Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933: pending; Read ledger.csv (possibly renamed) and recover exact token: pending; Install Git.Git with native package manager (winget): pending; Submit combined result after verification: pending. Keep every required deliverable visible until verified.\nSYSTEM STATE: os=Windows, shell=PowerShell, python=3.11.8, cwd=workspace/three, manager=winget\n</agent_status>"
          }
        ],
        "tools": [
          {
            "type": "function",
            "function": {
              "name": "read_record",
              "description": "Read one named record.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Record name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "probe_resource",
              "description": "Probe a primary or fallback resource.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Resource name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "write_artifact",
              "description": "Write exact text to a required sandbox artifact.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Required artifact filename"
                  },
                  "content": {
                    "type": "string",
                    "description": "Exact file content"
                  }
                },
                "required": [
                  "file",
                  "content"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "rewrite_todo_list",
              "description": "Create or replace the explicit task checklist.",
              "parameters": {
                "type": "object",
                "properties": {
                  "items": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                },
                "required": [
                  "items"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "update_todo_status",
              "description": "Update one checklist item after verifying it.",
              "parameters": {
                "type": "object",
                "properties": {
                  "item": {
                    "type": "string",
                    "description": "Exact checklist item"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ]
                  }
                },
                "required": [
                  "item",
                  "status"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "read_document",
              "description": "Read one document by filename.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Document filename"
                  }
                },
                "required": [
                  "file"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "list_documents",
              "description": "List available document filenames after a lookup failure.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "inspect_system",
              "description": "Inspect the simulated host state.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "install_package",
              "description": "Perform a simulated native package-manager install action.",
              "parameters": {
                "type": "object",
                "properties": {
                  "manager": {
                    "type": "string",
                    "description": "Package manager"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package name"
                  }
                },
                "required": [
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "submit_result",
              "description": "Submit the final result only after tool-backed verification.",
              "parameters": {
                "type": "object",
                "properties": {
                  "selected_record": {
                    "type": "string",
                    "description": "Name of later record"
                  },
                  "fallback": {
                    "type": "string",
                    "description": "Resource that supplied payload"
                  },
                  "artifacts": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "document": {
                    "type": "string",
                    "description": "Actual document filename"
                  },
                  "token": {
                    "type": "string",
                    "description": "Exact recovered token"
                  },
                  "manager": {
                    "type": "string",
                    "description": "Manager used"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package installed"
                  }
                },
                "required": [
                  "selected_record",
                  "fallback",
                  "artifacts",
                  "document",
                  "token",
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          }
        ],
        "tool_choice": "auto",
        "temperature": 1,
        "max_tokens": 4096
      },
      "elapsed_ms": 5808.501,
      "response": {
        "id": "chatcmpl-6a6a59f380beffa1ad574fdd",
        "choices": [
          {
            "finish_reason": "tool_calls",
            "index": 0,
            "logprobs": null,
            "message": {
              "content": "",
              "refusal": null,
              "role": "assistant",
              "annotations": null,
              "audio": null,
              "function_call": null,
              "tool_calls": [
                {
                  "id": "read_record_1",
                  "function": {
                    "arguments": "{\"name\":\"east\"}",
                    "name": "read_record"
                  },
                  "type": "function",
                  "index": 0
                },
                {
                  "id": "read_record_2",
                  "function": {
                    "arguments": "{\"name\":\"west\"}",
                    "name": "read_record"
                  },
                  "type": "function",
                  "index": 1
                },
                {
                  "id": "probe_resource_3",
                  "function": {
                    "arguments": "{\"name\":\"core-c\"}",
                    "name": "probe_resource"
                  },
                  "type": "function",
                  "index": 2
                },
                {
                  "id": "read_document_4",
                  "function": {
                    "arguments": "{\"file\":\"ledger.csv\"}",
                    "name": "read_document"
                  },
                  "type": "function",
                  "index": 3
                },
                {
                  "id": "inspect_system_5",
                  "function": {
                    "arguments": "{}",
                    "name": "inspect_system"
                  },
                  "type": "function",
                  "index": 4
                }
              ],
              "reasoning_content": "Let me make the independent calls in parallel: read east, read west, probe core-c, read ledger.csv, and inspect system state to confirm the package manager."
            }
          }
        ],
        "created": 1785354740,
        "model": "kimi-k3",
        "object": "chat.completion",
        "service_tier": null,
        "system_fingerprint": null,
        "usage": {
          "completion_tokens": 192,
          "prompt_tokens": 1511,
          "total_tokens": 1703,
          "completion_tokens_details": {
            "accepted_prediction_tokens": null,
            "audio_tokens": null,
            "reasoning_tokens": 34,
            "rejected_prediction_tokens": null
          },
          "prompt_tokens_details": null
        }
      }
    },
    {
      "requested_at": "2026-07-29T19:52:25.213218+00:00",
      "request": {
        "model": "kimi-k3",
        "messages": [
          {
            "role": "system",
            "content": "You are an audited local-sandbox agent. Use the supplied tools to complete the user's task. Treat tool output as ground truth, do not invent state, and finish by calling submit_result exactly once after verification."
          },
          {
            "role": "user",
            "content": "[2025-09-19 09:00:00] Complete every component of this incident workflow and submit one combined result: (1) read records east and west and select the later one; (2) retrieve core-c or, if unavailable, fallback backup-c; (3) create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly LED-933; (4) read possibly-renamed document ledger.csv and recover its exact token; (5) install package Git.Git with the simulated host's native package manager. Use tools for every factual claim and do not omit a component."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "rewrite_todo_list_0",
                "function": {
                  "arguments": "{\"items\":[\"Read records east and west, select later one\",\"Retrieve core-c or fallback backup-c\",\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"Read ledger.csv (possibly renamed) and recover exact token\",\"Install Git.Git with native package manager (winget)\",\"Submit combined result after verification\"]}",
                  "name": "rewrite_todo_list"
                },
                "type": "function",
                "index": 0
              }
            ],
            "reasoning_content": "Let me break down the task:\n\n1. Read records east and west, select the later one (compare timestamps)\n2. Retrieve core-c resource, or fallback backup-c if unavailable\n3. Create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly \"LED-933\"\n4. Read possibly-renamed document ledger.csv and recover its exact token\n5. Install package Git.Git with the simulated host's native package manager (winget)\n\nLet me start by creating a todo list and doing the independent calls. Steps 1, 2, 4 can be done in parallel (reading records, probing resource, reading document). Step 5 can also be done. Step 3 writes artifacts.\n\nLet me first create the todo list, then make parallel calls for reading records east/west, probing core-c, and reading ledger.csv.\n\nActually, the document is \"possibly-renamed\" so ledger.csv might not exist under that name; I may need to list documents. Let me try reading it first.\n\nLet me set up the todo list first, then make independent calls in one block."
          },
          {
            "role": "tool",
            "tool_call_id": "rewrite_todo_list_0",
            "name": "rewrite_todo_list",
            "content": "TODO list now has 6 items\nTool call #1 for 'rewrite_todo_list'."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "read_record_1",
                "function": {
                  "arguments": "{\"name\":\"east\"}",
                  "name": "read_record"
                },
                "type": "function",
                "index": 0
              },
              {
                "id": "read_record_2",
                "function": {
                  "arguments": "{\"name\":\"west\"}",
                  "name": "read_record"
                },
                "type": "function",
                "index": 1
              },
              {
                "id": "probe_resource_3",
                "function": {
                  "arguments": "{\"name\":\"core-c\"}",
                  "name": "probe_resource"
                },
                "type": "function",
                "index": 2
              },
              {
                "id": "read_document_4",
                "function": {
                  "arguments": "{\"file\":\"ledger.csv\"}",
                  "name": "read_document"
                },
                "type": "function",
                "index": 3
              },
              {
                "id": "inspect_system_5",
                "function": {
                  "arguments": "{}",
                  "name": "inspect_system"
                },
                "type": "function",
                "index": 4
              }
            ],
            "reasoning_content": "Let me make the independent calls in parallel: read east, read west, probe core-c, read ledger.csv, and inspect system state to confirm the package manager."
          },
          {
            "role": "tool",
            "tool_call_id": "read_record_1",
            "name": "read_record",
            "content": "[2025-09-16 12:00:00] payload-for-east\nTool call #1 for 'read_record'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_record_2",
            "name": "read_record",
            "content": "[2025-09-16 12:00:02] payload-for-west\nTool call #2 for 'read_record'."
          },
          {
            "role": "tool",
            "tool_call_id": "probe_resource_3",
            "name": "probe_resource",
            "content": "Error: primary resource is temporarily unavailable\nTool call #1 for 'probe_resource'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_document_4",
            "name": "read_document",
            "content": "{\"error_type\": \"FileNotFoundError\", \"description\": \"Document 'ledger.csv' does not exist\", \"arguments\": {\"file\": \"ledger.csv\"}, \"stack\": \"sandbox.read_document -> open\", \"suggestion\": \"List the directory and try the renamed file\", \"available_documents\": [\"ledger_final.csv\"]}\nTool call #1 for 'read_document'."
          },
          {
            "role": "tool",
            "tool_call_id": "inspect_system_5",
            "name": "inspect_system",
            "content": "{\"cwd\": \"workspace/three\", \"manager\": \"winget\", \"os\": \"Windows\", \"package\": \"Git.Git\", \"python\": \"3.11.8\", \"shell\": \"PowerShell\"}\nTool call #1 for 'inspect_system'."
          },
          {
            "role": "user",
            "content": "<agent_status>\nTIME GUIDANCE: Treat explicit timestamps as decision evidence. Compare them directly; raw readings do not help unless you translate them into an action.\nTOOL COUNTS: inspect_system=1, probe_resource=1, read_document=1, read_record=2, rewrite_todo_list=1. After repeated failure, diagnose and switch to a viable fallback.\nTODO LIST: Read records east and west, select later one: pending; Retrieve core-c or fallback backup-c: pending; Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933: pending; Read ledger.csv (possibly renamed) and recover exact token: pending; Install Git.Git with native package manager (winget): pending; Submit combined result after verification: pending. Keep every required deliverable visible until verified.\nSYSTEM STATE: os=Windows, shell=PowerShell, python=3.11.8, cwd=workspace/three, manager=winget\n</agent_status>"
          }
        ],
        "tools": [
          {
            "type": "function",
            "function": {
              "name": "read_record",
              "description": "Read one named record.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Record name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "probe_resource",
              "description": "Probe a primary or fallback resource.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Resource name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "write_artifact",
              "description": "Write exact text to a required sandbox artifact.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Required artifact filename"
                  },
                  "content": {
                    "type": "string",
                    "description": "Exact file content"
                  }
                },
                "required": [
                  "file",
                  "content"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "rewrite_todo_list",
              "description": "Create or replace the explicit task checklist.",
              "parameters": {
                "type": "object",
                "properties": {
                  "items": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                },
                "required": [
                  "items"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "update_todo_status",
              "description": "Update one checklist item after verifying it.",
              "parameters": {
                "type": "object",
                "properties": {
                  "item": {
                    "type": "string",
                    "description": "Exact checklist item"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
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                  }
                },
                "required": [
                  "item",
                  "status"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "read_document",
              "description": "Read one document by filename.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Document filename"
                  }
                },
                "required": [
                  "file"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "list_documents",
              "description": "List available document filenames after a lookup failure.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "inspect_system",
              "description": "Inspect the simulated host state.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "install_package",
              "description": "Perform a simulated native package-manager install action.",
              "parameters": {
                "type": "object",
                "properties": {
                  "manager": {
                    "type": "string",
                    "description": "Package manager"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package name"
                  }
                },
                "required": [
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "submit_result",
              "description": "Submit the final result only after tool-backed verification.",
              "parameters": {
                "type": "object",
                "properties": {
                  "selected_record": {
                    "type": "string",
                    "description": "Name of later record"
                  },
                  "fallback": {
                    "type": "string",
                    "description": "Resource that supplied payload"
                  },
                  "artifacts": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "document": {
                    "type": "string",
                    "description": "Actual document filename"
                  },
                  "token": {
                    "type": "string",
                    "description": "Exact recovered token"
                  },
                  "manager": {
                    "type": "string",
                    "description": "Manager used"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package installed"
                  }
                },
                "required": [
                  "selected_record",
                  "fallback",
                  "artifacts",
                  "document",
                  "token",
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          }
        ],
        "tool_choice": "auto",
        "temperature": 1,
        "max_tokens": 4096
      },
      "elapsed_ms": 13826.25,
      "response": {
        "id": "chatcmpl-6a6a59f9ec03bada3b158567",
        "choices": [
          {
            "finish_reason": "tool_calls",
            "index": 0,
            "logprobs": null,
            "message": {
              "content": "Records compared: west (2025-09-16 12:00:02) is later than east (2025-09-16 12:00:00). core-c is unavailable, so I'll use fallback backup-c. The document was renamed to ledger_final.csv. System confirms winget on Windows. Proceeding with all remaining independent steps.",
              "refusal": null,
              "role": "assistant",
              "annotations": null,
              "audio": null,
              "function_call": null,
              "tool_calls": [
                {
                  "id": "probe_resource_6",
                  "function": {
                    "arguments": "{\"name\":\"backup-c\"}",
                    "name": "probe_resource"
                  },
                  "type": "function",
                  "index": 0
                },
                {
                  "id": "read_document_7",
                  "function": {
                    "arguments": "{\"file\":\"ledger_final.csv\"}",
                    "name": "read_document"
                  },
                  "type": "function",
                  "index": 1
                },
                {
                  "id": "write_artifact_8",
                  "function": {
                    "arguments": "{\"file\":\"facts.txt\",\"content\":\"LED-933\"}",
                    "name": "write_artifact"
                  },
                  "type": "function",
                  "index": 2
                },
                {
                  "id": "write_artifact_9",
                  "function": {
                    "arguments": "{\"file\":\"remediation.txt\",\"content\":\"LED-933\"}",
                    "name": "write_artifact"
                  },
                  "type": "function",
                  "index": 3
                },
                {
                  "id": "write_artifact_10",
                  "function": {
                    "arguments": "{\"file\":\"evidence.txt\",\"content\":\"LED-933\"}",
                    "name": "write_artifact"
                  },
                  "type": "function",
                  "index": 4
                },
                {
                  "id": "install_package_11",
                  "function": {
                    "arguments": "{\"manager\":\"winget\",\"package\":\"Git.Git\"}",
                    "name": "install_package"
                  },
                  "type": "function",
                  "index": 5
                }
              ],
              "reasoning_content": "Findings so far:\n- east: [2025-09-16 12:00:00] payload-for-east\n- west: [2025-09-16 12:00:02] payload-for-west → west is later (2 seconds later)\n- core-c unavailable → need fallback backup-c\n- ledger.csv renamed to ledger_final.csv → read that\n- System: Windows, winget manager, package Git.Git confirmed\n\nNext steps (independent):\n1. probe_resource backup-c\n2. read_document ledger_final.csv\n3. Write artifacts facts.txt, remediation.txt, evidence.txt with \"LED-933\"\n4. install_package winget Git.Git\n\nThese are all independent, so I can do them in one block. Let me update todo statuses too. Actually, let me just proceed with the calls, then update todos after verification."
            }
          }
        ],
        "created": 1785354746,
        "model": "kimi-k3",
        "object": "chat.completion",
        "service_tier": null,
        "system_fingerprint": null,
        "usage": {
          "completion_tokens": 532,
          "prompt_tokens": 2032,
          "total_tokens": 2564,
          "completion_tokens_details": {
            "accepted_prediction_tokens": null,
            "audio_tokens": null,
            "reasoning_tokens": 179,
            "rejected_prediction_tokens": null
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            "cached_tokens": 1280
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          "cached_tokens": 1280
        }
      }
    },
    {
      "requested_at": "2026-07-29T19:52:39.062632+00:00",
      "request": {
        "model": "kimi-k3",
        "messages": [
          {
            "role": "system",
            "content": "You are an audited local-sandbox agent. Use the supplied tools to complete the user's task. Treat tool output as ground truth, do not invent state, and finish by calling submit_result exactly once after verification."
          },
          {
            "role": "user",
            "content": "[2025-09-19 09:00:00] Complete every component of this incident workflow and submit one combined result: (1) read records east and west and select the later one; (2) retrieve core-c or, if unavailable, fallback backup-c; (3) create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly LED-933; (4) read possibly-renamed document ledger.csv and recover its exact token; (5) install package Git.Git with the simulated host's native package manager. Use tools for every factual claim and do not omit a component."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "rewrite_todo_list_0",
                "function": {
                  "arguments": "{\"items\":[\"Read records east and west, select later one\",\"Retrieve core-c or fallback backup-c\",\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"Read ledger.csv (possibly renamed) and recover exact token\",\"Install Git.Git with native package manager (winget)\",\"Submit combined result after verification\"]}",
                  "name": "rewrite_todo_list"
                },
                "type": "function",
                "index": 0
              }
            ],
            "reasoning_content": "Let me break down the task:\n\n1. Read records east and west, select the later one (compare timestamps)\n2. Retrieve core-c resource, or fallback backup-c if unavailable\n3. Create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly \"LED-933\"\n4. Read possibly-renamed document ledger.csv and recover its exact token\n5. Install package Git.Git with the simulated host's native package manager (winget)\n\nLet me start by creating a todo list and doing the independent calls. Steps 1, 2, 4 can be done in parallel (reading records, probing resource, reading document). Step 5 can also be done. Step 3 writes artifacts.\n\nLet me first create the todo list, then make parallel calls for reading records east/west, probing core-c, and reading ledger.csv.\n\nActually, the document is \"possibly-renamed\" so ledger.csv might not exist under that name; I may need to list documents. Let me try reading it first.\n\nLet me set up the todo list first, then make independent calls in one block."
          },
          {
            "role": "tool",
            "tool_call_id": "rewrite_todo_list_0",
            "name": "rewrite_todo_list",
            "content": "TODO list now has 6 items\nTool call #1 for 'rewrite_todo_list'."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "read_record_1",
                "function": {
                  "arguments": "{\"name\":\"east\"}",
                  "name": "read_record"
                },
                "type": "function",
                "index": 0
              },
              {
                "id": "read_record_2",
                "function": {
                  "arguments": "{\"name\":\"west\"}",
                  "name": "read_record"
                },
                "type": "function",
                "index": 1
              },
              {
                "id": "probe_resource_3",
                "function": {
                  "arguments": "{\"name\":\"core-c\"}",
                  "name": "probe_resource"
                },
                "type": "function",
                "index": 2
              },
              {
                "id": "read_document_4",
                "function": {
                  "arguments": "{\"file\":\"ledger.csv\"}",
                  "name": "read_document"
                },
                "type": "function",
                "index": 3
              },
              {
                "id": "inspect_system_5",
                "function": {
                  "arguments": "{}",
                  "name": "inspect_system"
                },
                "type": "function",
                "index": 4
              }
            ],
            "reasoning_content": "Let me make the independent calls in parallel: read east, read west, probe core-c, read ledger.csv, and inspect system state to confirm the package manager."
          },
          {
            "role": "tool",
            "tool_call_id": "read_record_1",
            "name": "read_record",
            "content": "[2025-09-16 12:00:00] payload-for-east\nTool call #1 for 'read_record'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_record_2",
            "name": "read_record",
            "content": "[2025-09-16 12:00:02] payload-for-west\nTool call #2 for 'read_record'."
          },
          {
            "role": "tool",
            "tool_call_id": "probe_resource_3",
            "name": "probe_resource",
            "content": "Error: primary resource is temporarily unavailable\nTool call #1 for 'probe_resource'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_document_4",
            "name": "read_document",
            "content": "{\"error_type\": \"FileNotFoundError\", \"description\": \"Document 'ledger.csv' does not exist\", \"arguments\": {\"file\": \"ledger.csv\"}, \"stack\": \"sandbox.read_document -> open\", \"suggestion\": \"List the directory and try the renamed file\", \"available_documents\": [\"ledger_final.csv\"]}\nTool call #1 for 'read_document'."
          },
          {
            "role": "tool",
            "tool_call_id": "inspect_system_5",
            "name": "inspect_system",
            "content": "{\"cwd\": \"workspace/three\", \"manager\": \"winget\", \"os\": \"Windows\", \"package\": \"Git.Git\", \"python\": \"3.11.8\", \"shell\": \"PowerShell\"}\nTool call #1 for 'inspect_system'."
          },
          {
            "content": "Records compared: west (2025-09-16 12:00:02) is later than east (2025-09-16 12:00:00). core-c is unavailable, so I'll use fallback backup-c. The document was renamed to ledger_final.csv. System confirms winget on Windows. Proceeding with all remaining independent steps.",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "probe_resource_6",
                "function": {
                  "arguments": "{\"name\":\"backup-c\"}",
                  "name": "probe_resource"
                },
                "type": "function",
                "index": 0
              },
              {
                "id": "read_document_7",
                "function": {
                  "arguments": "{\"file\":\"ledger_final.csv\"}",
                  "name": "read_document"
                },
                "type": "function",
                "index": 1
              },
              {
                "id": "write_artifact_8",
                "function": {
                  "arguments": "{\"file\":\"facts.txt\",\"content\":\"LED-933\"}",
                  "name": "write_artifact"
                },
                "type": "function",
                "index": 2
              },
              {
                "id": "write_artifact_9",
                "function": {
                  "arguments": "{\"file\":\"remediation.txt\",\"content\":\"LED-933\"}",
                  "name": "write_artifact"
                },
                "type": "function",
                "index": 3
              },
              {
                "id": "write_artifact_10",
                "function": {
                  "arguments": "{\"file\":\"evidence.txt\",\"content\":\"LED-933\"}",
                  "name": "write_artifact"
                },
                "type": "function",
                "index": 4
              },
              {
                "id": "install_package_11",
                "function": {
                  "arguments": "{\"manager\":\"winget\",\"package\":\"Git.Git\"}",
                  "name": "install_package"
                },
                "type": "function",
                "index": 5
              }
            ],
            "reasoning_content": "Findings so far:\n- east: [2025-09-16 12:00:00] payload-for-east\n- west: [2025-09-16 12:00:02] payload-for-west → west is later (2 seconds later)\n- core-c unavailable → need fallback backup-c\n- ledger.csv renamed to ledger_final.csv → read that\n- System: Windows, winget manager, package Git.Git confirmed\n\nNext steps (independent):\n1. probe_resource backup-c\n2. read_document ledger_final.csv\n3. Write artifacts facts.txt, remediation.txt, evidence.txt with \"LED-933\"\n4. install_package winget Git.Git\n\nThese are all independent, so I can do them in one block. Let me update todo statuses too. Actually, let me just proceed with the calls, then update todos after verification."
          },
          {
            "role": "tool",
            "tool_call_id": "probe_resource_6",
            "name": "probe_resource",
            "content": "verified-payload-all-03\nTool call #2 for 'probe_resource'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_document_7",
            "name": "read_document",
            "content": "LED-933\nTool call #2 for 'read_document'."
          },
          {
            "role": "tool",
            "tool_call_id": "write_artifact_8",
            "name": "write_artifact",
            "content": "Wrote artifacts/facts.txt\nTool call #1 for 'write_artifact'."
          },
          {
            "role": "tool",
            "tool_call_id": "write_artifact_9",
            "name": "write_artifact",
            "content": "Wrote artifacts/remediation.txt\nTool call #2 for 'write_artifact'."
          },
          {
            "role": "tool",
            "tool_call_id": "write_artifact_10",
            "name": "write_artifact",
            "content": "Wrote artifacts/evidence.txt\nTool call #3 for 'write_artifact'."
          },
          {
            "role": "tool",
            "tool_call_id": "install_package_11",
            "name": "install_package",
            "content": "Simulated install succeeded\nTool call #1 for 'install_package'."
          },
          {
            "role": "user",
            "content": "<agent_status>\nTIME GUIDANCE: Treat explicit timestamps as decision evidence. Compare them directly; raw readings do not help unless you translate them into an action.\nTOOL COUNTS: inspect_system=1, install_package=1, probe_resource=2, read_document=2, read_record=2, rewrite_todo_list=1, write_artifact=3. After repeated failure, diagnose and switch to a viable fallback.\nTODO LIST: Read records east and west, select later one: pending; Retrieve core-c or fallback backup-c: pending; Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933: pending; Read ledger.csv (possibly renamed) and recover exact token: pending; Install Git.Git with native package manager (winget): pending; Submit combined result after verification: pending. Keep every required deliverable visible until verified.\nSYSTEM STATE: os=Windows, shell=PowerShell, python=3.11.8, cwd=workspace/three, manager=winget\n</agent_status>"
          }
        ],
        "tools": [
          {
            "type": "function",
            "function": {
              "name": "read_record",
              "description": "Read one named record.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Record name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "probe_resource",
              "description": "Probe a primary or fallback resource.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Resource name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "write_artifact",
              "description": "Write exact text to a required sandbox artifact.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Required artifact filename"
                  },
                  "content": {
                    "type": "string",
                    "description": "Exact file content"
                  }
                },
                "required": [
                  "file",
                  "content"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "rewrite_todo_list",
              "description": "Create or replace the explicit task checklist.",
              "parameters": {
                "type": "object",
                "properties": {
                  "items": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                },
                "required": [
                  "items"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "update_todo_status",
              "description": "Update one checklist item after verifying it.",
              "parameters": {
                "type": "object",
                "properties": {
                  "item": {
                    "type": "string",
                    "description": "Exact checklist item"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ]
                  }
                },
                "required": [
                  "item",
                  "status"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "read_document",
              "description": "Read one document by filename.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Document filename"
                  }
                },
                "required": [
                  "file"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "list_documents",
              "description": "List available document filenames after a lookup failure.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "inspect_system",
              "description": "Inspect the simulated host state.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "install_package",
              "description": "Perform a simulated native package-manager install action.",
              "parameters": {
                "type": "object",
                "properties": {
                  "manager": {
                    "type": "string",
                    "description": "Package manager"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package name"
                  }
                },
                "required": [
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "submit_result",
              "description": "Submit the final result only after tool-backed verification.",
              "parameters": {
                "type": "object",
                "properties": {
                  "selected_record": {
                    "type": "string",
                    "description": "Name of later record"
                  },
                  "fallback": {
                    "type": "string",
                    "description": "Resource that supplied payload"
                  },
                  "artifacts": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "document": {
                    "type": "string",
                    "description": "Actual document filename"
                  },
                  "token": {
                    "type": "string",
                    "description": "Exact recovered token"
                  },
                  "manager": {
                    "type": "string",
                    "description": "Manager used"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package installed"
                  }
                },
                "required": [
                  "selected_record",
                  "fallback",
                  "artifacts",
                  "document",
                  "token",
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          }
        ],
        "tool_choice": "auto",
        "temperature": 1,
        "max_tokens": 4096
      },
      "elapsed_ms": 12063.75,
      "response": {
        "id": "chatcmpl-6a6a5a07ec03bada3b158586",
        "choices": [
          {
            "finish_reason": "tool_calls",
            "index": 0,
            "logprobs": null,
            "message": {
              "content": "All components verified via tool outputs. Updating checklist, then submitting.",
              "refusal": null,
              "role": "assistant",
              "annotations": null,
              "audio": null,
              "function_call": null,
              "tool_calls": [
                {
                  "id": "update_todo_status_12",
                  "function": {
                    "arguments": "{\"item\":\"Read records east and west, select later one\",\"status\":\"completed\"}",
                    "name": "update_todo_status"
                  },
                  "type": "function",
                  "index": 0
                },
                {
                  "id": "update_todo_status_13",
                  "function": {
                    "arguments": "{\"item\":\"Retrieve core-c or fallback backup-c\",\"status\":\"completed\"}",
                    "name": "update_todo_status"
                  },
                  "type": "function",
                  "index": 1
                },
                {
                  "id": "update_todo_status_14",
                  "function": {
                    "arguments": "{\"item\":\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"status\":\"completed\"}",
                    "name": "update_todo_status"
                  },
                  "type": "function",
                  "index": 2
                },
                {
                  "id": "update_todo_status_15",
                  "function": {
                    "arguments": "{\"item\":\"Read ledger.csv (possibly renamed) and recover exact token\",\"status\":\"completed\"}",
                    "name": "update_todo_status"
                  },
                  "type": "function",
                  "index": 3
                },
                {
                  "id": "update_todo_status_16",
                  "function": {
                    "arguments": "{\"item\":\"Install Git.Git with native package manager (winget)\",\"status\":\"completed\"}",
                    "name": "update_todo_status"
                  },
                  "type": "function",
                  "index": 4
                }
              ],
              "reasoning_content": "All components are verified by tool outputs:\n1. Records read: east [2025-09-16 12:00:00], west [2025-09-16 12:00:02] → west is later\n2. core-c unavailable → backup-c probed → verified-payload-all-03\n3. All three artifacts written\n4. ledger_final.csv read → token LED-933\n5. Git.Git installed via winget\n\nLet me update the todo list and submit."
            }
          }
        ],
        "created": 1785354760,
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    },
    {
      "requested_at": "2026-07-29T19:52:51.143914+00:00",
      "request": {
        "model": "kimi-k3",
        "messages": [
          {
            "role": "system",
            "content": "You are an audited local-sandbox agent. Use the supplied tools to complete the user's task. Treat tool output as ground truth, do not invent state, and finish by calling submit_result exactly once after verification."
          },
          {
            "role": "user",
            "content": "[2025-09-19 09:00:00] Complete every component of this incident workflow and submit one combined result: (1) read records east and west and select the later one; (2) retrieve core-c or, if unavailable, fallback backup-c; (3) create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly LED-933; (4) read possibly-renamed document ledger.csv and recover its exact token; (5) install package Git.Git with the simulated host's native package manager. Use tools for every factual claim and do not omit a component."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "rewrite_todo_list_0",
                "function": {
                  "arguments": "{\"items\":[\"Read records east and west, select later one\",\"Retrieve core-c or fallback backup-c\",\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"Read ledger.csv (possibly renamed) and recover exact token\",\"Install Git.Git with native package manager (winget)\",\"Submit combined result after verification\"]}",
                  "name": "rewrite_todo_list"
                },
                "type": "function",
                "index": 0
              }
            ],
            "reasoning_content": "Let me break down the task:\n\n1. Read records east and west, select the later one (compare timestamps)\n2. Retrieve core-c resource, or fallback backup-c if unavailable\n3. Create artifacts facts.txt, remediation.txt, evidence.txt, each containing exactly \"LED-933\"\n4. Read possibly-renamed document ledger.csv and recover its exact token\n5. Install package Git.Git with the simulated host's native package manager (winget)\n\nLet me start by creating a todo list and doing the independent calls. Steps 1, 2, 4 can be done in parallel (reading records, probing resource, reading document). Step 5 can also be done. Step 3 writes artifacts.\n\nLet me first create the todo list, then make parallel calls for reading records east/west, probing core-c, and reading ledger.csv.\n\nActually, the document is \"possibly-renamed\" so ledger.csv might not exist under that name; I may need to list documents. Let me try reading it first.\n\nLet me set up the todo list first, then make independent calls in one block."
          },
          {
            "role": "tool",
            "tool_call_id": "rewrite_todo_list_0",
            "name": "rewrite_todo_list",
            "content": "TODO list now has 6 items\nTool call #1 for 'rewrite_todo_list'."
          },
          {
            "content": "",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "read_record_1",
                "function": {
                  "arguments": "{\"name\":\"east\"}",
                  "name": "read_record"
                },
                "type": "function",
                "index": 0
              },
              {
                "id": "read_record_2",
                "function": {
                  "arguments": "{\"name\":\"west\"}",
                  "name": "read_record"
                },
                "type": "function",
                "index": 1
              },
              {
                "id": "probe_resource_3",
                "function": {
                  "arguments": "{\"name\":\"core-c\"}",
                  "name": "probe_resource"
                },
                "type": "function",
                "index": 2
              },
              {
                "id": "read_document_4",
                "function": {
                  "arguments": "{\"file\":\"ledger.csv\"}",
                  "name": "read_document"
                },
                "type": "function",
                "index": 3
              },
              {
                "id": "inspect_system_5",
                "function": {
                  "arguments": "{}",
                  "name": "inspect_system"
                },
                "type": "function",
                "index": 4
              }
            ],
            "reasoning_content": "Let me make the independent calls in parallel: read east, read west, probe core-c, read ledger.csv, and inspect system state to confirm the package manager."
          },
          {
            "role": "tool",
            "tool_call_id": "read_record_1",
            "name": "read_record",
            "content": "[2025-09-16 12:00:00] payload-for-east\nTool call #1 for 'read_record'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_record_2",
            "name": "read_record",
            "content": "[2025-09-16 12:00:02] payload-for-west\nTool call #2 for 'read_record'."
          },
          {
            "role": "tool",
            "tool_call_id": "probe_resource_3",
            "name": "probe_resource",
            "content": "Error: primary resource is temporarily unavailable\nTool call #1 for 'probe_resource'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_document_4",
            "name": "read_document",
            "content": "{\"error_type\": \"FileNotFoundError\", \"description\": \"Document 'ledger.csv' does not exist\", \"arguments\": {\"file\": \"ledger.csv\"}, \"stack\": \"sandbox.read_document -> open\", \"suggestion\": \"List the directory and try the renamed file\", \"available_documents\": [\"ledger_final.csv\"]}\nTool call #1 for 'read_document'."
          },
          {
            "role": "tool",
            "tool_call_id": "inspect_system_5",
            "name": "inspect_system",
            "content": "{\"cwd\": \"workspace/three\", \"manager\": \"winget\", \"os\": \"Windows\", \"package\": \"Git.Git\", \"python\": \"3.11.8\", \"shell\": \"PowerShell\"}\nTool call #1 for 'inspect_system'."
          },
          {
            "content": "Records compared: west (2025-09-16 12:00:02) is later than east (2025-09-16 12:00:00). core-c is unavailable, so I'll use fallback backup-c. The document was renamed to ledger_final.csv. System confirms winget on Windows. Proceeding with all remaining independent steps.",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "probe_resource_6",
                "function": {
                  "arguments": "{\"name\":\"backup-c\"}",
                  "name": "probe_resource"
                },
                "type": "function",
                "index": 0
              },
              {
                "id": "read_document_7",
                "function": {
                  "arguments": "{\"file\":\"ledger_final.csv\"}",
                  "name": "read_document"
                },
                "type": "function",
                "index": 1
              },
              {
                "id": "write_artifact_8",
                "function": {
                  "arguments": "{\"file\":\"facts.txt\",\"content\":\"LED-933\"}",
                  "name": "write_artifact"
                },
                "type": "function",
                "index": 2
              },
              {
                "id": "write_artifact_9",
                "function": {
                  "arguments": "{\"file\":\"remediation.txt\",\"content\":\"LED-933\"}",
                  "name": "write_artifact"
                },
                "type": "function",
                "index": 3
              },
              {
                "id": "write_artifact_10",
                "function": {
                  "arguments": "{\"file\":\"evidence.txt\",\"content\":\"LED-933\"}",
                  "name": "write_artifact"
                },
                "type": "function",
                "index": 4
              },
              {
                "id": "install_package_11",
                "function": {
                  "arguments": "{\"manager\":\"winget\",\"package\":\"Git.Git\"}",
                  "name": "install_package"
                },
                "type": "function",
                "index": 5
              }
            ],
            "reasoning_content": "Findings so far:\n- east: [2025-09-16 12:00:00] payload-for-east\n- west: [2025-09-16 12:00:02] payload-for-west → west is later (2 seconds later)\n- core-c unavailable → need fallback backup-c\n- ledger.csv renamed to ledger_final.csv → read that\n- System: Windows, winget manager, package Git.Git confirmed\n\nNext steps (independent):\n1. probe_resource backup-c\n2. read_document ledger_final.csv\n3. Write artifacts facts.txt, remediation.txt, evidence.txt with \"LED-933\"\n4. install_package winget Git.Git\n\nThese are all independent, so I can do them in one block. Let me update todo statuses too. Actually, let me just proceed with the calls, then update todos after verification."
          },
          {
            "role": "tool",
            "tool_call_id": "probe_resource_6",
            "name": "probe_resource",
            "content": "verified-payload-all-03\nTool call #2 for 'probe_resource'."
          },
          {
            "role": "tool",
            "tool_call_id": "read_document_7",
            "name": "read_document",
            "content": "LED-933\nTool call #2 for 'read_document'."
          },
          {
            "role": "tool",
            "tool_call_id": "write_artifact_8",
            "name": "write_artifact",
            "content": "Wrote artifacts/facts.txt\nTool call #1 for 'write_artifact'."
          },
          {
            "role": "tool",
            "tool_call_id": "write_artifact_9",
            "name": "write_artifact",
            "content": "Wrote artifacts/remediation.txt\nTool call #2 for 'write_artifact'."
          },
          {
            "role": "tool",
            "tool_call_id": "write_artifact_10",
            "name": "write_artifact",
            "content": "Wrote artifacts/evidence.txt\nTool call #3 for 'write_artifact'."
          },
          {
            "role": "tool",
            "tool_call_id": "install_package_11",
            "name": "install_package",
            "content": "Simulated install succeeded\nTool call #1 for 'install_package'."
          },
          {
            "content": "All components verified via tool outputs. Updating checklist, then submitting.",
            "role": "assistant",
            "tool_calls": [
              {
                "id": "update_todo_status_12",
                "function": {
                  "arguments": "{\"item\":\"Read records east and west, select later one\",\"status\":\"completed\"}",
                  "name": "update_todo_status"
                },
                "type": "function",
                "index": 0
              },
              {
                "id": "update_todo_status_13",
                "function": {
                  "arguments": "{\"item\":\"Retrieve core-c or fallback backup-c\",\"status\":\"completed\"}",
                  "name": "update_todo_status"
                },
                "type": "function",
                "index": 1
              },
              {
                "id": "update_todo_status_14",
                "function": {
                  "arguments": "{\"item\":\"Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933\",\"status\":\"completed\"}",
                  "name": "update_todo_status"
                },
                "type": "function",
                "index": 2
              },
              {
                "id": "update_todo_status_15",
                "function": {
                  "arguments": "{\"item\":\"Read ledger.csv (possibly renamed) and recover exact token\",\"status\":\"completed\"}",
                  "name": "update_todo_status"
                },
                "type": "function",
                "index": 3
              },
              {
                "id": "update_todo_status_16",
                "function": {
                  "arguments": "{\"item\":\"Install Git.Git with native package manager (winget)\",\"status\":\"completed\"}",
                  "name": "update_todo_status"
                },
                "type": "function",
                "index": 4
              }
            ],
            "reasoning_content": "All components are verified by tool outputs:\n1. Records read: east [2025-09-16 12:00:00], west [2025-09-16 12:00:02] → west is later\n2. core-c unavailable → backup-c probed → verified-payload-all-03\n3. All three artifacts written\n4. ledger_final.csv read → token LED-933\n5. Git.Git installed via winget\n\nLet me update the todo list and submit."
          },
          {
            "role": "tool",
            "tool_call_id": "update_todo_status_12",
            "name": "update_todo_status",
            "content": "Updated Read records east and west, select later one to completed\nTool call #1 for 'update_todo_status'."
          },
          {
            "role": "tool",
            "tool_call_id": "update_todo_status_13",
            "name": "update_todo_status",
            "content": "Updated Retrieve core-c or fallback backup-c to completed\nTool call #2 for 'update_todo_status'."
          },
          {
            "role": "tool",
            "tool_call_id": "update_todo_status_14",
            "name": "update_todo_status",
            "content": "Updated Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933 to completed\nTool call #3 for 'update_todo_status'."
          },
          {
            "role": "tool",
            "tool_call_id": "update_todo_status_15",
            "name": "update_todo_status",
            "content": "Updated Read ledger.csv (possibly renamed) and recover exact token to completed\nTool call #4 for 'update_todo_status'."
          },
          {
            "role": "tool",
            "tool_call_id": "update_todo_status_16",
            "name": "update_todo_status",
            "content": "Updated Install Git.Git with native package manager (winget) to completed\nTool call #5 for 'update_todo_status'."
          },
          {
            "role": "user",
            "content": "<agent_status>\nTIME GUIDANCE: Treat explicit timestamps as decision evidence. Compare them directly; raw readings do not help unless you translate them into an action.\nTOOL COUNTS: inspect_system=1, install_package=1, probe_resource=2, read_document=2, read_record=2, rewrite_todo_list=1, update_todo_status=5, write_artifact=3. After repeated failure, diagnose and switch to a viable fallback.\nTODO LIST: Read records east and west, select later one: completed; Retrieve core-c or fallback backup-c: completed; Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933: completed; Read ledger.csv (possibly renamed) and recover exact token: completed; Install Git.Git with native package manager (winget): completed; Submit combined result after verification: pending. Keep every required deliverable visible until verified.\nSYSTEM STATE: os=Windows, shell=PowerShell, python=3.11.8, cwd=workspace/three, manager=winget\n</agent_status>"
          }
        ],
        "tools": [
          {
            "type": "function",
            "function": {
              "name": "read_record",
              "description": "Read one named record.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Record name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "probe_resource",
              "description": "Probe a primary or fallback resource.",
              "parameters": {
                "type": "object",
                "properties": {
                  "name": {
                    "type": "string",
                    "description": "Resource name"
                  }
                },
                "required": [
                  "name"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "write_artifact",
              "description": "Write exact text to a required sandbox artifact.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Required artifact filename"
                  },
                  "content": {
                    "type": "string",
                    "description": "Exact file content"
                  }
                },
                "required": [
                  "file",
                  "content"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "rewrite_todo_list",
              "description": "Create or replace the explicit task checklist.",
              "parameters": {
                "type": "object",
                "properties": {
                  "items": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  }
                },
                "required": [
                  "items"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "update_todo_status",
              "description": "Update one checklist item after verifying it.",
              "parameters": {
                "type": "object",
                "properties": {
                  "item": {
                    "type": "string",
                    "description": "Exact checklist item"
                  },
                  "status": {
                    "type": "string",
                    "enum": [
                      "pending",
                      "in_progress",
                      "completed",
                      "cancelled"
                    ]
                  }
                },
                "required": [
                  "item",
                  "status"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "read_document",
              "description": "Read one document by filename.",
              "parameters": {
                "type": "object",
                "properties": {
                  "file": {
                    "type": "string",
                    "description": "Document filename"
                  }
                },
                "required": [
                  "file"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "list_documents",
              "description": "List available document filenames after a lookup failure.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "inspect_system",
              "description": "Inspect the simulated host state.",
              "parameters": {
                "type": "object",
                "properties": {},
                "required": [],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "install_package",
              "description": "Perform a simulated native package-manager install action.",
              "parameters": {
                "type": "object",
                "properties": {
                  "manager": {
                    "type": "string",
                    "description": "Package manager"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package name"
                  }
                },
                "required": [
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          },
          {
            "type": "function",
            "function": {
              "name": "submit_result",
              "description": "Submit the final result only after tool-backed verification.",
              "parameters": {
                "type": "object",
                "properties": {
                  "selected_record": {
                    "type": "string",
                    "description": "Name of later record"
                  },
                  "fallback": {
                    "type": "string",
                    "description": "Resource that supplied payload"
                  },
                  "artifacts": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "document": {
                    "type": "string",
                    "description": "Actual document filename"
                  },
                  "token": {
                    "type": "string",
                    "description": "Exact recovered token"
                  },
                  "manager": {
                    "type": "string",
                    "description": "Manager used"
                  },
                  "package": {
                    "type": "string",
                    "description": "Package installed"
                  }
                },
                "required": [
                  "selected_record",
                  "fallback",
                  "artifacts",
                  "document",
                  "token",
                  "manager",
                  "package"
                ],
                "additionalProperties": false
              }
            }
          }
        ],
        "tool_choice": "auto",
        "temperature": 1,
        "max_tokens": 4096
      },
      "elapsed_ms": 13584.785,
      "response": {
        "id": "chatcmpl-6a6a5a13208aeed3bfa1b5a6",
        "choices": [
          {
            "finish_reason": "tool_calls",
            "index": 0,
            "logprobs": null,
            "message": {
              "content": "",
              "refusal": null,
              "role": "assistant",
              "annotations": null,
              "audio": null,
              "function_call": null,
              "tool_calls": [
                {
                  "id": "update_todo_status_17",
                  "function": {
                    "arguments": "{\"item\":\"Submit combined result after verification\",\"status\":\"completed\"}",
                    "name": "update_todo_status"
                  },
                  "type": "function",
                  "index": 0
                },
                {
                  "id": "submit_result_18",
                  "function": {
                    "arguments": "{\"selected_record\":\"west\",\"fallback\":\"backup-c\",\"artifacts\":[\"facts.txt\",\"remediation.txt\",\"evidence.txt\"],\"document\":\"ledger_final.csv\",\"token\":\"LED-933\",\"manager\":\"winget\",\"package\":\"Git.Git\"}",
                    "name": "submit_result"
                  },
                  "type": "function",
                  "index": 1
                }
              ],
              "reasoning_content": "All components are done and verified. Now submit the combined result.\n\nSummary of verified facts:\n1. Records: east = [2025-09-16 12:00:00], west = [2025-09-16 12:00:02] → west is later\n2. core-c unavailable → backup-c probed, returned verified-payload-all-03\n3. Artifacts facts.txt, remediation.txt, evidence.txt each written with exactly LED-933\n4. ledger.csv renamed to ledger_final.csv; token = LED-933\n5. Git.Git installed via winget (simulated install succeeded)\n\nSubmit with:\n- selected_record: west\n- fallback: backup-c\n- artifacts: facts.txt, remediation.txt, evidence.txt\n- document: ledger_final.csv\n- token: LED-933\n- manager: winget\n- package: Git.Git\n\nAlso update the final todo item. I can do both in one block since submit is the final call. Actually, submit_result should be called after verification — I can update the todo and submit together."
            }
          }
        ],
        "created": 1785354772,
        "model": "kimi-k3",
        "object": "chat.completion",
        "service_tier": null,
        "system_fingerprint": null,
        "usage": {
          "completion_tokens": 436,
          "prompt_tokens": 3475,
          "total_tokens": 3911,
          "completion_tokens_details": {
            "accepted_prediction_tokens": null,
            "audio_tokens": null,
            "reasoning_tokens": 224,
            "rejected_prediction_tokens": null
          },
          "prompt_tokens_details": {
            "audio_tokens": null,
            "cached_tokens": 2560
          },
          "cached_tokens": 2560
        }
      }
    }
  ],
  "tool_events": [
    {
      "at": "2026-07-29T19:52:19.388519+00:00",
      "tool_call_id": "rewrite_todo_list_0",
      "name": "rewrite_todo_list",
      "arguments": {
        "items": [
          "Read records east and west, select later one",
          "Retrieve core-c or fallback backup-c",
          "Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933",
          "Read ledger.csv (possibly renamed) and recover exact token",
          "Install Git.Git with native package manager (winget)",
          "Submit combined result after verification"
        ]
      },
      "content": "TODO list now has 6 items\nTool call #1 for 'rewrite_todo_list'.",
      "ok": true,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:25.204534+00:00",
      "tool_call_id": "read_record_1",
      "name": "read_record",
      "arguments": {
        "name": "east"
      },
      "content": "[2025-09-16 12:00:00] payload-for-east\nTool call #1 for 'read_record'.",
      "ok": true,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:25.206563+00:00",
      "tool_call_id": "read_record_2",
      "name": "read_record",
      "arguments": {
        "name": "west"
      },
      "content": "[2025-09-16 12:00:02] payload-for-west\nTool call #2 for 'read_record'.",
      "ok": true,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:25.208310+00:00",
      "tool_call_id": "probe_resource_3",
      "name": "probe_resource",
      "arguments": {
        "name": "core-c"
      },
      "content": "Error: primary resource is temporarily unavailable\nTool call #1 for 'probe_resource'.",
      "ok": false,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:25.209857+00:00",
      "tool_call_id": "read_document_4",
      "name": "read_document",
      "arguments": {
        "file": "ledger.csv"
      },
      "content": "{\"error_type\": \"FileNotFoundError\", \"description\": \"Document 'ledger.csv' does not exist\", \"arguments\": {\"file\": \"ledger.csv\"}, \"stack\": \"sandbox.read_document -> open\", \"suggestion\": \"List the directory and try the renamed file\", \"available_documents\": [\"ledger_final.csv\"]}\nTool call #1 for 'read_document'.",
      "ok": false,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:25.211524+00:00",
      "tool_call_id": "inspect_system_5",
      "name": "inspect_system",
      "arguments": {},
      "content": "{\"cwd\": \"workspace/three\", \"manager\": \"winget\", \"os\": \"Windows\", \"package\": \"Git.Git\", \"python\": \"3.11.8\", \"shell\": \"PowerShell\"}\nTool call #1 for 'inspect_system'.",
      "ok": true,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:39.045589+00:00",
      "tool_call_id": "probe_resource_6",
      "name": "probe_resource",
      "arguments": {
        "name": "backup-c"
      },
      "content": "verified-payload-all-03\nTool call #2 for 'probe_resource'.",
      "ok": true,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:39.051006+00:00",
      "tool_call_id": "read_document_7",
      "name": "read_document",
      "arguments": {
        "file": "ledger_final.csv"
      },
      "content": "LED-933\nTool call #2 for 'read_document'.",
      "ok": true,
      "sandbox_sha256_after": "ba2c8364a36dac0515d9d58535b989773c7f376e8c60023dec5ab797350ee0e1"
    },
    {
      "at": "2026-07-29T19:52:39.053353+00:00",
      "tool_call_id": "write_artifact_8",
      "name": "write_artifact",
      "arguments": {
        "file": "facts.txt",
        "content": "LED-933"
      },
      "content": "Wrote artifacts/facts.txt\nTool call #1 for 'write_artifact'.",
      "ok": true,
      "sandbox_sha256_after": "1923b511ebd226a848aef2464e05e89da4bf8246f8bc8e726183a24e10a7f86a"
    },
    {
      "at": "2026-07-29T19:52:39.055491+00:00",
      "tool_call_id": "write_artifact_9",
      "name": "write_artifact",
      "arguments": {
        "file": "remediation.txt",
        "content": "LED-933"
      },
      "content": "Wrote artifacts/remediation.txt\nTool call #2 for 'write_artifact'.",
      "ok": true,
      "sandbox_sha256_after": "b69c220be309b1de57dbd61c11b31b02d6935c5ef63c358f4f9b8243b2980031"
    },
    {
      "at": "2026-07-29T19:52:39.057770+00:00",
      "tool_call_id": "write_artifact_10",
      "name": "write_artifact",
      "arguments": {
        "file": "evidence.txt",
        "content": "LED-933"
      },
      "content": "Wrote artifacts/evidence.txt\nTool call #3 for 'write_artifact'.",
      "ok": true,
      "sandbox_sha256_after": "3784e54e9d28184b4e470edf2861b77ab33030bd7733cec51caab68c9d3e6cfa"
    },
    {
      "at": "2026-07-29T19:52:39.060190+00:00",
      "tool_call_id": "install_package_11",
      "name": "install_package",
      "arguments": {
        "manager": "winget",
        "package": "Git.Git"
      },
      "content": "Simulated install succeeded\nTool call #1 for 'install_package'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:52:51.129371+00:00",
      "tool_call_id": "update_todo_status_12",
      "name": "update_todo_status",
      "arguments": {
        "item": "Read records east and west, select later one",
        "status": "completed"
      },
      "content": "Updated Read records east and west, select later one to completed\nTool call #1 for 'update_todo_status'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:52:51.132428+00:00",
      "tool_call_id": "update_todo_status_13",
      "name": "update_todo_status",
      "arguments": {
        "item": "Retrieve core-c or fallback backup-c",
        "status": "completed"
      },
      "content": "Updated Retrieve core-c or fallback backup-c to completed\nTool call #2 for 'update_todo_status'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:52:51.135382+00:00",
      "tool_call_id": "update_todo_status_14",
      "name": "update_todo_status",
      "arguments": {
        "item": "Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933",
        "status": "completed"
      },
      "content": "Updated Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933 to completed\nTool call #3 for 'update_todo_status'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:52:51.138356+00:00",
      "tool_call_id": "update_todo_status_15",
      "name": "update_todo_status",
      "arguments": {
        "item": "Read ledger.csv (possibly renamed) and recover exact token",
        "status": "completed"
      },
      "content": "Updated Read ledger.csv (possibly renamed) and recover exact token to completed\nTool call #4 for 'update_todo_status'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:52:51.141083+00:00",
      "tool_call_id": "update_todo_status_16",
      "name": "update_todo_status",
      "arguments": {
        "item": "Install Git.Git with native package manager (winget)",
        "status": "completed"
      },
      "content": "Updated Install Git.Git with native package manager (winget) to completed\nTool call #5 for 'update_todo_status'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:53:04.737162+00:00",
      "tool_call_id": "update_todo_status_17",
      "name": "update_todo_status",
      "arguments": {
        "item": "Submit combined result after verification",
        "status": "completed"
      },
      "content": "Updated Submit combined result after verification to completed\nTool call #6 for 'update_todo_status'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    },
    {
      "at": "2026-07-29T19:53:04.741565+00:00",
      "tool_call_id": "submit_result_18",
      "name": "submit_result",
      "arguments": {
        "selected_record": "west",
        "fallback": "backup-c",
        "artifacts": [
          "facts.txt",
          "remediation.txt",
          "evidence.txt"
        ],
        "document": "ledger_final.csv",
        "token": "LED-933",
        "manager": "winget",
        "package": "Git.Git"
      },
      "content": "Submission recorded\nTool call #1 for 'submit_result'.",
      "ok": true,
      "sandbox_sha256_after": "439a667ad09912b21c769c320e260f65cb7674c95a75177485fa3ff52a046327"
    }
  ],
  "tool_counters": {
    "rewrite_todo_list": 1,
    "read_record": 2,
    "probe_resource": 2,
    "read_document": 2,
    "inspect_system": 1,
    "write_artifact": 3,
    "install_package": 1,
    "update_todo_status": 6,
    "submit_result": 1
  },
  "todos": {
    "Read records east and west, select later one": "completed",
    "Retrieve core-c or fallback backup-c": "completed",
    "Create facts.txt, remediation.txt, evidence.txt each containing exactly LED-933": "completed",
    "Read ledger.csv (possibly renamed) and recover exact token": "completed",
    "Install Git.Git with native package manager (winget)": "completed",
    "Submit combined result after verification": "completed"
  },
  "complete": true,
  "termination": "submit_result",
  "component_scores": {
    "timestamps": true,
    "tool_counter": true,
    "todo_list": true,
    "detailed_errors": true,
    "system_state": true
  },
  "objective_pass": true,
  "llm_turns": 5,
  "tool_protocol_valid": true,
  "usage": {
    "prompt_tokens": 10861,
    "completion_tokens": 1924,
    "total_tokens": 12785
  },
  "cost": {
    "amount": 0.40962,
    "currency": "CNY",
    "qualification": "all prompt tokens conservatively priced as uncached"
  },
  "provider_receipts_valid": true,
  "finished_at": "2026-07-29T19:53:04.745546+00:00",
  "case_condition_order": [
    "combined",
    "disabled"
  ],
  "order_position": 0,
  "order_metadata_source": "backfilled_from_frozen_protocol"
}