{ "updatedAt": "2026-10-08 07:01:08", "source": "daily automation via public learning-video search", "track": "学习类视频雷达：AI技能 / 剪辑技术 / AI+剪辑为主，泛学习为辅", "minDailyVideos": 5, "targetDailyVideos": 7, "mainDailyTarget": "4-5", "supplementDailyTarget": "1-2", "platforms": [ "B站", "YouTube", "小红书", "抖音" ], "selectionRule": "AI技能/剪辑技术/AI+剪辑为主体每天4-5条；英语口语、阅读、成长、职场等泛学习每天1-2条；教程详细度优先，主赛道优先保姆级/完整流程/案例拆解/可跟做视频，浅层技巧或纯效果展示降权过滤；学习价值优先，低粉爆款作为加分项；只写入真实可跳转链接。", "videos": [ { "platform": "B站", "title": "标题：【保姆级教学】零基础做AI漫剧有多简单？即梦+豆包+剪映，完整实操，人物一致性+分镜+视频+配音+剪辑全流程公开！", "url": "https://www.bilibili.com/video/BV1HiHj6uEzQ/", "durationSeconds": 8236, "durationMinutes": 138, "durationText": "2:17:16", "durationSource": "bilibili_search_api", "plays": 40, "playCount": 40, "likes": 3, "likeCount": 3, "fans": 710, "followerCount": 710, "playFanRatio": 0.06, "category": "AI+剪辑", "learningValueScore": 113.06, "tutorialDetailScore": 23, "publishedAt": "2026-10-04", "publishedTs": 1791099633, "freshnessLabel": "近 3 个月", 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与剪辑技能，适合沉淀一条可复用的视频制作工作流。优先选择标题含完整流程、详细讲解或保姆级线索的视频，适合跟做而不是只看效果。", "practiceTask": "跟做一条 30-60 秒短视频流程：脚本/素材/字幕/剪辑至少完成两个环节。", "notes": "B站公开搜索接口抓取；优先发布时间近 365 天内、教程足够详细且可跟做的视频，低粉爆款比仅在粉丝数可获取时计算。" }, { "platform": "B站", "title": "【终极保姆教程】WorkBuddy零基础通关全教程一次性讲透，只看这一期就够了！从入门到高阶自动化【附61页pdf资料】", "url": "https://www.bilibili.com/video/BV1iSaq6jEgb/", "durationSeconds": 3795, "durationMinutes": 64, "durationText": "1:03:15", "durationSource": "bilibili_search_api", "plays": 854, "playCount": 854, "likes": 95, "likeCount": 95, "fans": 1184, "followerCount": 1184, "playFanRatio": 0.72, "category": "AI技能", "learningValueScore": 104.72, "tutorialDetailScore": 20, "publishedAt": "2026-09-28", "publishedTs": 1790559696, "freshnessLabel": "近 3 个月", "tags": [ "AI技能", "AI", "workbuddy入门到精通", "workbuddy实操", "workbuddy搭建个人工作台", "workbuddy使用教程" ], "author": "Agent官方课程", "capturedAt": "2026-10-08 07:00:14", "sourceQuery": "AI Agent 入门 教程 实操", "whyWatch": "标题包含 AI 工具或工作流学习线索，适合按步骤跟做并产出一个小成果。", "practiceTask": "跟做视频中的一个 AI 工具流程，并记录输入、步骤、输出结果。", "notes": "B站公开搜索接口抓取；优先发布时间近 365 天内、教程足够详细且可跟做的视频，低粉爆款比仅在粉丝数可获取时计算。" }, { "platform": "B站", "title": "掌握英语单词“Raise” | 真实场景听力练习", "url": "https://www.bilibili.com/video/BV1yVpA66EYD/", "durationSeconds": 2080, "durationMinutes": 35, "durationText": "34:40", "durationSource": "bilibili_search_api", "plays": 39, "playCount": 39, "likes": 0, "likeCount": 0, "fans": 74067, "followerCount": 74067, "playFanRatio": 0.0, "category": "英语口语", "learningValueScore": 51, "tutorialDetailScore": 7, "publishedAt": "2026-10-07", "publishedTs": 1791342000, "freshnessLabel": "近 3 个月", "tags": [ "英语口语", "英语教学", "英语", "新学期多点新知识", "影子跟读", "实用英语" ], "author": "原声原味学英语", "capturedAt": "2026-10-08 07:00:29", "sourceQuery": "英语口语 练习 教程", "whyWatch": "作为每日少量泛学习补充，适合练习可复用表达、发音或听说输入。", "practiceTask": "选 5 句表达跟读 3 遍，并录一段 60 秒口语复述。", "notes": "B站公开搜索接口抓取；优先发布时间近 365 天内、教程足够详细且可跟做的视频，低粉爆款比仅在粉丝数可获取时计算。" }, { "platform": "B站", "title": "100个职场与日常对话英语句子 | 英语口语跟读练习", "url": "https://www.bilibili.com/video/BV1gqpc6jETH/", "durationSeconds": 2454, "durationMinutes": 41, "durationText": "40:54", "durationSource": "bilibili_search_api", "plays": 66, "playCount": 66, "likes": 3, "likeCount": 3, "fans": 19925, "followerCount": 19925, "playFanRatio": 0.0, "category": "英语口语", "learningValueScore": 50, "tutorialDetailScore": 7, "publishedAt": "2026-10-07", "publishedTs": 1791338400, "freshnessLabel": "近 3 个月", "tags": [ "英语口语", "新学期多点新知识", "影子跟读", "实用英语", "英语故事", "英语听力练习" ], "author": "英语学习EN", "capturedAt": "2026-10-08 07:00:29", "sourceQuery": "英语口语 练习 教程", "whyWatch": "作为每日少量泛学习补充，适合练习可复用表达、发音或听说输入。", "practiceTask": "选 5 句表达跟读 3 遍，并录一段 60 秒口语复述。", "notes": "B站公开搜索接口抓取；优先发布时间近 365 天内、教程足够详细且可跟做的视频，低粉爆款比仅在粉丝数可获取时计算。" } ], "notes": "YouTube 已搜索但未拿到可验证真实视频/笔记链接。；小红书 已搜索但未拿到可验证真实视频/笔记链接。；抖音 已搜索但未拿到可验证真实视频/笔记链接。" }