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ai-agent-book/chapter2/system-hint/runs/exp2-8-kimi-k3-20260730-v1/cases/combined__all-03__combined.json
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{
"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": [
{
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}
},
"required": [
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}
},
{
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"parameters": {
"type": "object",
"properties": {
"name": {
"type": "string",
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}
},
"required": [
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"additionalProperties": false
}
}
},
{
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},
"content": {
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}
},
"required": [
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"additionalProperties": false
}
}
},
{
"type": "function",
"function": {
"name": "rewrite_todo_list",
"description": "Create or replace the explicit task checklist.",
"parameters": {
"type": "object",
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"items": {
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}
}
},
"required": [
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"additionalProperties": false
}
}
},
{
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"parameters": {
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},
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}
},
"required": [
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"additionalProperties": false
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}
},
{
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"parameters": {
"type": "object",
"properties": {
"file": {
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}
},
"required": [
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"additionalProperties": false
}
}
},
{
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"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",
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},
"package": {
"type": "string",
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}
},
"required": [
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],
"additionalProperties": false
}
}
},
{
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"parameters": {
"type": "object",
"properties": {
"selected_record": {
"type": "string",
"description": "Name of later record"
},
"fallback": {
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},
"artifacts": {
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"items": {
"type": "string"
}
},
"document": {
"type": "string",
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},
"token": {
"type": "string",
"description": "Exact recovered token"
},
"manager": {
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"description": "Manager used"
},
"package": {
"type": "string",
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}
},
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"manager",
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],
"additionalProperties": false
}
}
}
],
"tool_choice": "auto",
"temperature": 1,
"max_tokens": 4096
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"elapsed_ms": 5808.501,
"response": {
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}
],
"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,
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"role": "system",
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},
{
"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."
},
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],
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},
{
"role": "tool",
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},
{
"content": "",
"role": "assistant",
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},
{
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"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",
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"name": "read_record",
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},
{
"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",
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},
{
"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>"
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{
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}
}
],
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}
],
"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,
"model": "kimi-k3",
"object": "chat.completion",
"service_tier": null,
"system_fingerprint": null,
"usage": {
"completion_tokens": 423,
"prompt_tokens": 2799,
"total_tokens": 3222,
"completion_tokens_details": {
"accepted_prediction_tokens": null,
"audio_tokens": null,
"reasoning_tokens": 105,
"rejected_prediction_tokens": null
},
"prompt_tokens_details": {
"audio_tokens": null,
"cached_tokens": 1792
},
"cached_tokens": 1792
}
}
},
{
"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"
}