{
  "apiVersion": "v1",
  "passage": {
    "id": "aircloset-reviewer-machine-receives-event-script-spawns-2026",
    "text": "When the reviewer's machine receives an event, the script spawns claude -p and walks through 9 dimensions (Graph / Architecture / Security / Test / Doc / Impact / Observability / AI-Antipattern / Recurrence) sequentially, then reads the verdict marker the AI emitted at the end and posts APPROVE or REQUEST_CHANGES via gh pr review.",
    "context": null,
    "speaker": "Ryosuke Tsuji",
    "speakerId": "ryosuke-tsuji",
    "speakerUrl": "https://the-ai-record.com/people/ryosuke-tsuji",
    "speakerLevel": "executive",
    "role": "CTO",
    "voice": "person",
    "organization": "airCloset",
    "organizationId": "aircloset",
    "organizationUrl": "https://the-ai-record.com/organizations/aircloset",
    "aiVendor": false,
    "work": {
      "title": "Human-on-the-Loop: AI Reviewing AI PRs at cortex -- 769 PRs/month while raising the quality bar",
      "type": "post",
      "date": "2026-05-26",
      "publisher": "DEV Community",
      "locator": "How the auto-review system is wired",
      "url": "https://dev.to/ryantsuji/human-on-the-loop-ai-reviewing-ai-prs-at-cortex-769-prsmonth-while-raising-the-quality-bar-4lh5"
    },
    "grade": "B",
    "gradeMeaning": "The organization's own post, paper or talk.",
    "verification": {
      "status": "verified",
      "meaning": "An independent second reader re-fetched the source and confirmed the wording.",
      "reviewedOn": "2026-11-06"
    },
    "topics": [
      "code-review"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [],
    "url": "https://the-ai-record.com/passages/aircloset-reviewer-machine-receives-event-script-spawns-2026",
    "json": "https://the-ai-record.com/api/v1/passages/aircloset-reviewer-machine-receives-event-script-spawns-2026.json"
  },
  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tools or services and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}