{
  "run_id": "lab-inbox-loop-20261023",
  "topic": "Agent inbox closed-loop",
  "site_target": "https://hezekai.com/lab/inbox-loop",
  "timezone_reported": "Asia/Shanghai (UTC+8)",
  "loop_design": [
    "receive mail at tagged Grok Bot inbox",
    "agent reads via SearchEmailThreads + ReadEmailThread",
    "agent drafts reply",
    "human confirms before send (no auto-send)"
  ],
  "inbox": {
    "base": "aitoao@mail.grokbot.com",
    "tagged_demo": "aitoao+lab-inbox-demo@mail.grokbot.com",
    "why_tagged": "agent-email skill: +tag before @ routes into same inbox and is visible in To; preferred over claiming a second address or unauthenticated AgentMail"
  },
  "probe": {
    "channel": "user-Outlook send_mail",
    "from": {
      "display": "yi kuo",
      "address": "TheodoreJohnson5187@outlook.com",
      "graph_upn": "TheodoreJohnson5187@outlook.com"
    },
    "to": "aitoao+lab-inbox-demo@mail.grokbot.com",
    "subject": "[Lab Demo] Agent inbox closed-loop probe 2026-10-23",
    "outlook_sent_message_id": "AAkALgAAAAAAHYQDEapmEc2byACqAC-EWg0AhclyjdtarEG82rn60tIzmwAA3xSz5wAA",
    "sent_utc": "2026-10-23T00:55:26Z",
    "sent_asia_shanghai": "2026-10-23 08:55:26 Asia/Shanghai",
    "send_mail_http_status": 202
  },
  "inbound": {
    "thread_id": "7c2875c0-d888-4863-aa7e-207da010e84b",
    "message_id": "2033352",
    "received_utc": "2026-10-23T00:55:26Z",
    "received_asia_shanghai": "2026-10-23 08:55:26 Asia/Shanghai",
    "delivery": "delivered",
    "tools": [
      "SearchEmailThreads",
      "ReadEmailThread"
    ]
  },
  "draft_reply": {
    "file": "draft-reply.md",
    "status": "sent_after_human_confirm",
    "auto_sent": false,
    "intended_from": "aitoao+lab-inbox-demo@mail.grokbot.com",
    "intended_to": "TheodoreJohnson5187@outlook.com",
    "drafted_subject": "Re: [Lab Demo] Agent inbox closed-loop probe 2026-10-23",
    "reply_to_message_id": "2033352",
    "how_sent": "User pressed Send on the DraftExternalMessage card. platform=email, providerIdentifier=grok-bot-agent-inbox. The agent did not auto-send."
  },
  "human_confirm": {
    "sent": true,
    "auto_sent": false,
    "method": "User pressed Send on the DraftExternalMessage card",
    "sent_date_asia_shanghai": "2026-10-23",
    "sent_clock_recorded": false,
    "outbound_message_id": null,
    "from": "aitoao+lab-inbox-demo@mail.grokbot.com",
    "to": "TheodoreJohnson5187@outlook.com",
    "subject": "Re: Lab Demo Agent inbox closed-loop probe 2026-10-23",
    "delivery_confirmed": false
  },
  "agentmail_mcp": {
    "namespace": "user-Agentmail-7523002",
    "status": "needsAuth",
    "used": false,
    "note": "Could not create a separate AgentMail inbox this run; used native Grok Bot inbox +tag instead."
  },
  "artifact_written_utc": "2026-10-23T00:55:48Z",
  "artifact_written_asia_shanghai": "2026-10-23 08:55:48 Asia/Shanghai",
  "harness_comparison": {
    "ready": false,
    "part_of_this_run": false,
    "note": "This inbox run had no harness comparison."
  },
  "limits": [
    "Reply was sent only after a human pressed Send on the DraftExternalMessage card. This was not auto-send.",
    "Send clock time and outbound message id were not recorded. Delivery to the recipient is not claimed.",
    "AgentMail MCP was needsAuth and was not used. Native Grok Bot inbox +tag was used instead.",
    "No new permanent inbox was claimed (aitoao was already live).",
    "This inbox run had no harness comparison.",
    "No agent activity is recorded beyond receive, read, draft, and the human-confirmed send."
  ]
}