{
  "accessed": "2026-11-10",
  "method": "Authenticated rendered Xiaohongshu posts, text and visible comments. Screenshots cropped to post panel; no full-video verification this pass. No ownership or sponsorship verification. Need and design implications are research interpretations.",
  "queries": [
    "小鹏X9移动书房",
    "理想同学提醒你下车别忘带东西了",
    "蔚来Nomi GPT太香了 一句话生成自动化",
    "智慧场景 午休 上班"
  ],
  "opened": 7,
  "included": 6,
  "excluded": [
    {
      "id": "6af01c02000000001200a8cf",
      "reason": "AI-generated office-chair clip; not real vehicle use."
    }
  ],
  "cases": [
    {
      "id": "study",
      "file": "xpeng-study.jpg",
      "post": "69522f36000000002203bd00",
      "title": "A reading room assembled by its owner",
      "cn": "小鹏X9移动书房智慧场景代码分享",
      "author": "TTOD的奇妙旅行",
      "date": "29 December 2025",
      "kind": "Personal setup / tutorial",
      "observed": "The creator shares two smart scenes and a repurposed photography light. In the comments, a reader asks how to keep the overhead display lit while folded; the creator points to a shareable scene code. Another says an unused photography lamp now has a purpose.",
      "need": "Make a parked cabin genuinely usable for reading—not just switch on a “reading” label.",
      "implication": "Compose seat, table lighting, display position and cabin settings around the activity. Let people save and share the arrangement.",
      "limit": "The screenshot shows a paused source-video frame at approximately 00:33, alongside the post and comments. This is a hybrid physical/digital setup, not proof of AI-generated automation.",
      "url": "https://www.xiaohongshu.com/explore/69522f36000000002203bd00"
    },
    {
      "id": "homework",
      "file": "xpeng-homework.jpg",
      "post": "6a7433f60000000025000862",
      "title": "Homework fitted around a parent’s working day",
      "cn": "带娃上班日常丨在小鹏X9上写作业",
      "author": "出发吧爸爸",
      "date": "Displayed 08-06; year not shown",
      "kind": "First-person family account",
      "observed": "A parent describes bringing a child along during work errands. The post combines shade, an adjustable rear reading lamp and a white page on the overhead display to add light for homework, followed by entertainment.",
      "need": "Keep a familiar family activity possible when the day does not fit a neat home–school–work schedule.",
      "implication": "Explore passenger study and quiet-time experiences that coordinate light, shade, seating and entertainment transitions. The AI opportunity is to reduce setup work.",
      "limit": "First carousel image and written account inspected. This supports the activity need; it does not establish an AI feature or measured learning benefit.",
      "url": "https://www.xiaohongshu.com/explore/6a7433f60000000025000862"
    },
    {
      "id": "exit",
      "file": "li-exit.jpg",
      "post": "68ebb13c0000000004021611",
      "title": "A reminder at the moment of leaving",
      "cn": "理想同学提醒你下车别忘带东西了！",
      "author": "林蒙养乐多",
      "date": "12 October 2025",
      "kind": "Creator tutorial",
      "observed": "The tutorial describes Task Master reminders after passengers leave, configurable for different members and zones. It offers a share code to reproduce the setup.",
      "need": "Offload a small but recurring memory task at the transition between car and destination.",
      "implication": "Design reminders around who is leaving and the situation. Conversational setup could make a useful personal rule easier to create and revise.",
      "limit": "Paused source-video frame at approximately 00:12 and post text inspected. Configured reminders are not automatic detection of a forgotten object. No longitudinal success claim.",
      "url": "https://www.xiaohongshu.com/explore/68ebb13c0000000004021611"
    },
    {
      "id": "routine",
      "file": "nio-routine.jpg",
      "post": "6adb33050000000031034e7a",
      "title": "Describe a routine instead of programming it",
      "cn": "蔚来Nomi GPT太香了！一句话生成自动化",
      "author": "威来来",
      "date": "Displayed 10-23; year not shown",
      "kind": "Creator demonstration",
      "observed": "The creator presents one-sentence automation as the main benefit. Earlier sampled footage showed a shortcut-creation dialogue and a seat-massage request; the replacement capture at approximately 00:06 shows the shortcut-creation prompt in the video subtitles.",
      "need": "Personalize the car without learning the automation editor’s conditions and actions.",
      "implication": "Treat conversation as an authoring tool: propose a readable routine, confirm its trigger and actions, then make it easy to edit or reuse.",
      "limit": "This screenshot contains a paused source-video frame with the creator’s subtitles, alongside the original post. Full rule saving and later execution were not verified.",
      "url": "https://www.xiaohongshu.com/explore/6adb33050000000031034e7a"
    },
    {
      "id": "english",
      "file": "nio-english.jpg",
      "post": "68b8700f000000001d00868d",
      "title": "Turn spare journey time into language practice",
      "cn": "让 Nomi 成为你开车无聊时候的英语搭子",
      "author": "Ryan",
      "date": "4 September 2025",
      "kind": "First-person discovery / demonstration",
      "observed": "The author says an incidental English reply led to discovering a new use for NOMI. The previously inspected cover showed an English response; the replacement capture shows NOMI and the cockpit at approximately 00:06. Multiple visible commenters discuss pronunciation quality.",
      "need": "Have a readily available conversation partner and make otherwise idle time feel useful.",
      "implication": "Explore a lightweight language companion with clear session goals, level and feedback. The comments suggest that usefulness depends on teaching quality, beyond the novelty of an English reply.",
      "limit": "Post, sampled video frame and visible comments inspected; no learning outcomes or sustained usage were measured. Accent comments are expectations about the proposed role, not a software-incident catalogue.",
      "url": "https://www.xiaohongshu.com/explore/68b8700f000000001d00868d"
    },
    {
      "id": "rest",
      "file": "xpeng-rest.jpg",
      "post": "691c8b96000000001d03bb82",
      "title": "Make a short workday break restorative",
      "cn": "全新小鹏p7智慧场景分享",
      "author": "Thanks",
      "date": "18 November 2025",
      "kind": "Creator scenario-sharing post",
      "observed": "The post describes a workday rest routine combining dimmer lighting, a reclined seat, climate settings and a timed wake-up. A commenter asks how to configure the scene.",
      "need": "Recover during a limited break without spending it arranging the car.",
      "implication": "Design rest as an end-to-end experience: enter, settle, recover and return on time. The setup question is a signal to investigate discoverability and easy routine adoption.",
      "limit": "Paused source-video frame at approximately 00:15, text and two visible comments inspected. The bundled actions and wake-up are the creator’s claims, not independently verified execution; sponsorship was not established.",
      "url": "https://www.xiaohongshu.com/explore/691c8b96000000001d03bb82"
    }
  ],
  "recapture": {
    "date": "2026-11-10",
    "viewport": [
      1440,
      1000
    ],
    "size": [
      1142,
      936
    ],
    "method": "Returned to original posts. Captured complete rendered note panels; checked actual screenshot output. Source page reload used where background scroll shifted crop alignment. Paused video frames replace covers in five cases.",
    "approximate_video_seconds": {
      "xpeng-study.jpg": 33,
      "li-exit.jpg": 12,
      "nio-routine.jpg": 6,
      "nio-english.jpg": 6,
      "xpeng-rest.jpg": 15
    }
  }
}