{
  "skill_name": "topic-selector",
  "description": "AI互动剧选题筛选 - 种子数据集",
  "version": "1.0",
  "created": "2026-03-27",
  "total_count": 52,

  "seed_data": [
    {
      "id": 1,
      "type": "题材热度分析",
      "title": "战神赘婿题材近期热度持续走高",
      "genre": "战神/赘婿",
      "data_source": "WETRUE",
      "metrics": {"heat_score": 98, "growth_rate": "+15%"},
      "source_url": "https://wetrue.com/ranking",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 2,
      "type": "题材热度分析",
      "title": "甜宠恋爱剧仍是女性用户首选",
      "genre": "甜宠",
      "data_source": "WETRUE",
      "metrics": {"heat_score": 92, "growth_rate": "+5%"},
      "source_url": "https://wetrue.com/ranking",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 3,
      "type": "题材热度分析",
      "title": "玄幻修仙题材搜索量上升",
      "genre": "玄幻",
      "data_source": "抖音热榜",
      "metrics": {"heat_score": 78, "growth_rate": "+20%"},
      "source_url": "https://www.douyin.com",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 4,
      "type": "题材热度分析",
      "title": "悬疑推理剧在小程序平台表现突出",
      "genre": "悬疑",
      "data_source": "DataEye",
      "metrics": {"heat_score": 65, "growth_rate": "+8%"},
      "source_url": "https://dataeye.com",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 5,
      "type": "题材热度分析",
      "title": "都市职场剧贴近现实受追捧",
      "genre": "都市",
      "data_source": "WETRUE",
      "metrics": {"heat_score": 70, "growth_rate": "+3%"},
      "source_url": "https://wetrue.com/ranking",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 6,
      "type": "爆款案例分析",
      "title": "《龙王归来》充值破亿",
      "genre": "战神",
      "drama_title": "龙王归来",
      "data_source": "WETRUE",
      "metrics": {"revenue": "1.2亿", "completion_rate": "65%", "paid_rate": "8.5%"},
      "source_url": "https://wetrue.com/drama/1",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 7,
      "type": "爆款案例分析",
      "title": "《甜妻在上》霸榜一周",
      "genre": "甜宠",
      "drama_title": "甜妻在上",
      "data_source": "WETRUE",
      "metrics": {"revenue": "8000万", "completion_rate": "72%", "paid_rate": "7.2%"},
      "source_url": "https://wetrue.com/drama/2",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 8,
      "type": "爆款案例分析",
      "title": "《重生之我在都市当奶爸》",
      "genre": "都市",
      "drama_title": "重生之我在都市当奶爸",
      "data_source": "WETRUE",
      "metrics": {"revenue": "6500万", "completion_rate": "58%", "paid_rate": "5.8%"},
      "source_url": "https://wetrue.com/drama/3",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 9,
      "type": "爆款案例分析",
      "title": "《天师下山》玄幻类头部",
      "genre": "玄幻",
      "drama_title": "天师下山",
      "data_source": "WETRUE",
      "metrics": {"revenue": "5200万", "completion_rate": "45%", "paid_rate": "4.2%"},
      "source_url": "https://wetrue.com/drama/4",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 10,
      "type": "爆款案例分析",
      "title": "《致命心动》悬疑黑马",
      "genre": "悬疑",
      "drama_title": "致命心动",
      "data_source": "WETRUE",
      "metrics": {"revenue": "3800万", "completion_rate": "52%", "paid_rate": "6.1%"},
      "source_url": "https://wetrue.com/drama/5",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 11,
      "type": "平台趋势分析",
      "title": "抖音平台短剧用户活跃度领先",
      "platform": "抖音",
      "data_source": "抖音热榜",
      "metrics": {"daily_active_users": "2.8亿", "avg_watch_time": "45min"},
      "source_url": "https://www.douyin.com",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 12,
      "type": "平台趋势分析",
      "title": "快手在下沉市场保持优势",
      "platform": "快手",
      "data_source": "快手热榜",
      "metrics": {"daily_active_users": "1.5亿", "avg_watch_time": "52min"},
      "source_url": "https://www.kuaishou.com",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 13,
      "type": "平台趋势分析",
      "title": "小程序付费剧集数量增长",
      "platform": "微信小程序",
      "data_source": "行业统计",
      "metrics": {"paid_dramas": "3200部", "growth": "+25%"},
      "source_url": "https://www.bianews.com",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 14,
      "type": "行业动态",
      "title": "短剧精品化趋势明显",
      "summary": "2026年Q1短剧平均制作成本上涨30%，精品化成为行业共识",
      "data_source": "鞭牛士",
      "source_url": "https://www.bianews.com/news/1",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 15,
      "type": "行业动态",
      "title": "平台分成比例调整",
      "summary": "主流平台提高创作者分成比例至60%，激励优质内容产出",
      "data_source": "鞭牛士",
      "source_url": "https://www.bianews.com/news/2",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 16,
      "type": "行业动态",
      "title": "AI辅助编剧技术成熟",
      "summary": "多家公司引入AI编剧工具，剧本创作效率提升50%",
      "data_source": "36kr",
      "source_url": "https://36kr.com/news/1",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 17,
      "type": "选题测试用例",
      "title": "测试：战神题材小规模投放",
      "genre": "战神",
      "test_type": "A/B测试",
      "budget": "1000元",
      "metrics": {"completion_rate": "42%", "paid_rate": "5.2%", "CPI": "0.8元"},
      "source_url": "内部测试",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 18,
      "type": "选题测试用例",
      "title": "测试：甜宠题材小规模投放",
      "genre": "甜宠",
      "test_type": "A/B测试",
      "budget": "1000元",
      "metrics": {"completion_rate": "55%", "paid_rate": "6.8%", "CPI": "0.6元"},
      "source_url": "内部测试",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 19,
      "type": "选题测试用例",
      "title": "测试：都市题材小规模投放",
      "genre": "都市",
      "test_type": "A/B测试",
      "budget": "1000元",
      "metrics": {"completion_rate": "38%", "paid_rate": "4.1%", "CPI": "0.9元"},
      "source_url": "内部测试",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 20,
      "type": "选题测试用例",
      "title": "测试：悬疑题材小规模投放",
      "genre": "悬疑",
      "test_type": "A/B测试",
      "budget": "1000元",
      "metrics": {"completion_rate": "48%", "paid_rate": "5.5%", "CPI": "0.7元"},
      "source_url": "内部测试",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 21,
      "type": "用户画像分析",
      "title": "战神题材核心用户画像",
      "genre": "战神",
      "demographics": {"age": "25-40", "gender": "男性75%", "location": "二三线城市"},
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 22,
      "type": "用户画像分析",
      "title": "甜宠题材核心用户画像",
      "genre": "甜宠",
      "demographics": {"age": "18-30", "gender": "女性82%", "location": "一二线城市"},
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 23,
      "type": "用户画像分析",
      "title": "都市题材核心用户画像",
      "genre": "都市",
      "demographics": {"age": "22-35", "gender": "女性55%", "location": "一二三线城市"},
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 24,
      "type": "用户画像分析",
      "title": "玄幻题材核心用户画像",
      "genre": "玄幻",
      "demographics": {"age": "18-28", "gender": "男性70%", "location": "三四线城市"},
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 25,
      "type": "用户画像分析",
      "title": "悬疑题材核心用户画像",
      "genre": "悬疑",
      "demographics": {"age": "20-35", "gender": "男女均衡", "location": "一二线城市"},
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 26,
      "type": "情绪元素分析",
      "title": "复仇情绪是最强驱动力",
      "emotion": "愤怒/复仇",
      "effectiveness": "非常强",
      "insight": "复仇类剧情完播率普遍高于平均值15%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 27,
      "type": "情绪元素分析",
      "title": "爽感是用户核心诉求",
      "emotion": "爽感/逆袭",
      "effectiveness": "强",
      "insight": "主角逆袭剧情付费率高出平均20%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 28,
      "type": "情绪元素分析",
      "title": "甜蜜互动提升用户粘性",
      "emotion": "甜蜜/心动",
      "effectiveness": "中强",
      "insight": "甜宠剧情次留率普遍超过35%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 29,
      "type": "情绪元素分析",
      "title": "虐心情节需适度",
      "emotion": "虐心/悲伤",
      "effectiveness": "中等",
      "insight": "过度虐心会导致用户流失，需把握尺度",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 30,
      "type": "情绪元素分析",
      "title": "好奇心驱动悬疑题材",
      "emotion": "好奇/悬念",
      "effectiveness": "中强",
      "insight": "强悬念剧情分享率高出平均30%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 31,
      "type": "冲突设计分析",
      "title": "身份反转是最强冲突设计",
      "conflict": "身份反转",
      "effectiveness": "非常强",
      "insight": "赘婿/掉马甲类剧情充值转化率最高",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 32,
      "type": "冲突设计分析",
      "title": "阶层对立引发共鸣",
      "conflict": "阶层对立",
      "effectiveness": "强",
      "insight": "穷小子vs富二代剧情男性用户共鸣强",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 33,
      "type": "冲突设计分析",
      "title": "利益争夺驱动剧情",
      "conflict": "利益争夺",
      "effectiveness": "中强",
      "insight": "遗产/公司争夺类剧情吸引中老年用户",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 34,
      "type": "冲突设计分析",
      "title": "误会是情感剧核心",
      "conflict": "误会",
      "effectiveness": "中等",
      "insight": "虐恋剧标配，但需及时解开避免弃剧",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 35,
      "type": "冲突设计分析",
      "title": "生死cp最虐心",
      "conflict": "生死",
      "effectiveness": "中强",
      "insight": "生离死别剧情女性用户付费意愿高",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 36,
      "type": "数据趋势预测",
      "title": "Q2题材趋势预测",
      "prediction": "战神/甜宠持续领跑，都市/悬疑有望突破",
      "confidence": "75%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 37,
      "type": "数据趋势预测",
      "title": "平台流量分布预测",
      "prediction": "抖音占比将达45%，快手30%，小程序25%",
      "confidence": "80%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 38,
      "type": "数据趋势预测",
      "title": "用户付费意愿预测",
      "prediction": "精品剧付费率有望突破8%",
      "confidence": "70%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 39,
      "type": "竞品分析",
      "title": "竞品A公司选题策略",
      "competitor": "A公司",
      "strategy": "主打战神+甜宠双赛道",
      "strengths": ["制作效率高", "演员颜值高"],
      "weaknesses": ["剧情同质化"],
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 40,
      "type": "竞品分析",
      "title": "竞品B公司选题策略",
      "competitor": "B公司",
      "strategy": "专注悬疑+科幻差异化",
      "strengths": ["剧情创新", "特效精良"],
      "weaknesses": ["受众面窄"],
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 41,
      "type": "竞品分析",
      "title": "竞品C公司选题策略",
      "competitor": "C公司",
      "strategy": "主打都市现实主义",
      "strengths": ["口碑好", "品牌价值高"],
      "weaknesses": ["付费转化低"],
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 42,
      "type": "IP改编分析",
      "title": "热门网文IP改编成功率",
      "ip_type": "网文改编",
      "success_rate": "65%",
      "key_factors": ["原著粉丝基础", "剧情适配度"],
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 43,
      "type": "IP改编分析",
      "title": "原创剧本vs IP改编对比",
      "ip_type": "原创",
      "success_rate": "35%",
      "key_factors": ["创意程度", "演员表现"],
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 44,
      "type": "IP改编分析",
      "title": "经典影视翻拍可行性",
      "ip_type": "影视翻拍",
      "success_rate": "45%",
      "key_factors": ["经典程度", "改编创新度"],
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 45,
      "type": "时段效果分析",
      "title": "黄金时段发布效果最佳",
      "time_slot": "20:00-22:00",
      "effectiveness": "非常好",
      "insight": "黄金时段发布可提升30%曝光量",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 46,
      "type": "时段效果分析",
      "title": "午间时段适合短剧",
      "time_slot": "12:00-14:00",
      "effectiveness": "中等",
      "insight": "午间时段用户碎片化观看，适合短集数",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 47,
      "type": "时段效果分析",
      "title": "周末全天流量高峰",
      "time_slot": "周末全天",
      "effectiveness": "非常好",
      "insight": "周末用户时长增加，付费意愿提升",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 48,
      "type": "集数优化分析",
      "title": "最佳集数范围调研",
      "optimal_range": "20-30集",
      "completion_rate": "60%",
      "insight": "20-30集是用户心理接受度最高的区间",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 49,
      "type": "集数优化分析",
      "title": "短剧超短剧集数调研",
      "optimal_range": "8-12集",
      "completion_rate": "75%",
      "insight": "超短剧完播率高，但付费转化低",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 50,
      "type": "集数优化分析",
      "title": "长剧集风险评估",
      "optimal_range": "50+集",
      "completion_rate": "35%",
      "insight": "50集以上流失率显著增加，需高完播率保证",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 51,
      "type": "标题优化分析",
      "title": "爆款标题特征分析",
      "features": ["强情绪词", "身份标签", "悬念词", "数字冲击"],
      "effectiveness": "非常高",
      "insight": "含'重生''龙王''甜妻'等词的标题点击率高40%",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    },
    {
      "id": 52,
      "type": "封面优化分析",
      "title": "爆款封面特征分析",
      "features": ["主角特写", "情绪强烈", "色彩鲜明", "文字突出"],
      "effectiveness": "非常高",
      "insight": "高质量封面可提升50%点击率",
      "source_url": "行业分析",
      "crawl_time": "2026-03-27T10:00:00Z"
    }
  ]
}