Claude Skill

heya-title-style

生成 B 站创作者「黑鸦」风格的视频标题:长标题、强情绪、多事件合并。适用于用户要求黑鸦风格,或希望把新闻、科技、游戏、娱乐等内容改写成有冲击力的中文标题。

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Download chouchiu-heya-skill-skills_heya-title-style-85960a4.zip · 117 KB
Part of chouchiu/heya-skill — 2 skills

Install

skills CLI npx skills add https://github.com/ChouChiu/heya-skill/tree/v2/skills/heya-title-style
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install chouchiu-heya-skill@llmmart
Git git clone https://github.com/ChouChiu/heya-skill.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole chouchiu/heya-skill collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

黑鸦标题风格

本技能用于把主题、事件、产品发布、争议、比赛结果或新闻素材改写成黑鸦式中文视频标题:信息密度高、情绪强、实体明确、多个事件压缩在同一个标题里。

引用资料

使用本技能前,必须查看并吸收以下引用资料,再开始改写标题:

  1. references/00-llm-brief.md:LLM 优先读取的压缩摘要,包含核心风格、生成配方、高频素材和代表样本。

  2. references/02-style-analysis.md:人类可读的完整风格分析报告,需要更细校准时再读。

  3. references/02-style-analysis.yaml:结构化分析数据,用于程序读取聚合字段;LLM 不需要全文读取。

  4. references/01-titles.csv:原始标题样本,用于按需查找真实标题语感、标点节奏和近期用词。

  5. references/03-title-features.json:逐标题 tokens/entities/clauses 调试数据,体量较大。不要全文读取;只有排查具体标题的分词或实体问题时,按 bvid/title 精确检索单条记录。

如果引用资料和下方摘要有差异,以 references/ 中的最新资料为准。不要只凭本文件里的摘要生成标题;摘要负责快速定位,引用资料负责校准细节。

生成工作流

按顺序执行以下步骤:

Step 1: 提取事实

从用户输入中列出:

  • 实体(公司名、产品名、人物名、项目名)
  • 事件(发布、融资、收购、比赛结果、争议等,每条一句话)
  • 日期(如有则用于 | AI日报MMDD 收束)

🔴 CHECKPOINT:如果用户输入缺少关键信息(无实体或无事件),先向用户确认再继续。不凭空编造事实。

Step 2: 选择公式

根据事件数量选择标题公式:

  • 3+ 事件日报 → 公式 2:{事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD
  • 单产品/人物发布 → 公式 1:{最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!
  • 人物竞争/冲突 → 公式 3:{人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!
  • 模型/产品对决 → 公式 4:{模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!

多事件可混合使用多个公式拼合标题。

Step 3: 填充词汇

从词汇库和黑鸦专属意象中选择,每条标题必须包含:

  • ≥2 个情绪引爆词(地震、核弹、杀疯、沸腾、疯狂、炸裂、震撼、窒息、裂开)
  • ≥1 个身体反应词(瘫坐、癫痫、冷汗、头皮发麻、后背发凉、全员颤抖、吓晕)
  • ≥1 个荒诞意象(椅子爆炸、开错生死簿、炼化、夺舍、核冬天、血洗)

不确定消息使用"或将、疑似、被曝、传出"等语气。不确定结论不写成确定。

Step 4: 组装输出

🔴 CHECKPOINT:在组装前先扫一遍"不要做"反例表,确认没有踩中任何一条。

  1. 最强冲突/情绪钩子放标题最前面。
  2. 用 !;,| 串联 ≥4 个分句,越长越黑鸦味。
  3. 日报类以 | AI日报MMDD 收束,非日报类用 …… 制造悬念。
  4. 用具体实体、数字、后果替代泛泛词"来了""看看"。

默认输出一个长标题。用户要多个时给 3-5 列,标注 序号. {风格}式:{标题}。

🔴 CHECKPOINT: 最终自检

输出标题前必须逐条确认,全部通过才给出:

  • ≥4 分句?
  • ≥2 情绪词 + ≥1 身体反应 + ≥1 荒诞意象?
  • 无编造事实?不确定消息用了模糊语气?
  • 长度 40-80 字?
  • 没踩"不要做"反例表中任何一条?

异常处理

场景 处理方式
用户未提供日期 省略 \| AI日报MMDD 或使用当前日期
素材偏中性/无冲突 加强分句节奏(≥4 分句),降低情绪强度,不硬套荒诞意象
用户话题不适合黑鸦风格(如严肃学术、讣告) 🔴 提示用户此风格偏戏剧化,建议降级为轻度改写或用其他风格
用户提供事实不足(仅一个实体名或一句话) 🔴 向用户请求补充实体、事件、数字后再生成
引用文件缺失或读取失败 降级为仅凭 SKILL.md 摘要生成,输出前标注 ⚠️

核心特征

  • NLP 引擎:hanlp 分词/POS/NER,样本 125 条。
  • 标题长度:平均 54.2 字,P75 64 字,P90 72 字;84% 超过 40 字。
  • 信息密度:平均 4.4 个分句,平均 4.21 个分隔符。
  • 情绪强度:17.6% 以感叹号收尾,12.8% 使用疑问钩子。
  • 实体钩子:98.4% 带实体;高频实体包括 AI日报、OpenAI、DeepSeek、Gemini、GPT、Claude、MiniMax、Anthropic、|、奥特曼、马斯克、腾讯。
  • 主导结构:「emotion_burst」命中 91.2%,常与实体、动作、荒诞意象和行业后果组合。

写作时把标题当成荒诞新闻戏剧:情绪钩子 → 实体人格化 → 荒诞身体反应(瘫坐/癫痫/冷汗) → 核弹级后果 → 集体命运(死刑/斩杀线) → 日报收束。核心配方:地震/核弹 + 瘫坐/椅子爆炸 + 炼化/夺舍 + 集体死刑/斩杀线。

近期真实标题示例

  • 大的要来了,GPT-5.6 三兄弟或于下周上线!
  • 人类影视灭亡倒计时!阿里腾讯百度同时出手,可灵AI狂吞190亿融资;阿里内部禁用Claude!| AI日报0703
  • 龙王归来!Gemini 或新版 Pro Flash 齐上阵挑战 Fable !DeepSeek 再遇服务中断惹人遐想!| AI日报0702
  • Fable 5 全球复活引爆核弹!惊曝 Kimi K3 七月推出,原始帖文已删除!| AI日报0701
  • AI圈裂开!Google香蕉闪电疑似明日引爆,华为92B开源血洗战场,Claude又被曝追杀用户+Fable 5将身份验证!| AI日报0630
  • AI圈热议!DeepSeek官方突然预告 V4 正式版引爆银河系!但高峰价格直接翻倍…… | AI 日报0629
  • Anthropic 全员颤抖!达里奥瘫坐椅子上!Grok 4.5 已将整个 Cursor 炼化,马斯克说马上就打到 Opus 家门口!| AI日报0628
  • AI圈大地震!DeepSeek 开源核弹:V4 没换代,但被 DeepSeek 装上火箭了!| AI日报0627
  • Token 服务终于要被收编了!信通院牵头,22家单位集结,AI计费江湖迎来大清算……
  • AI圈大型灵异事件!OpenAI 疑似开错生死簿:Pro 用户一觉醒来额度蒸发,账号像被 OpenAI 后台夺舍…… | AI日报0625
  • 六月飞雪!AI圈核冬天:GPT-5.6 推迟;Gemini 3.5 Pro 被嫌弃;Fable 5无归期,Sonnet 5 撑门面!| AI日报0624
  • AI圈失眠:字节连发5款豆包模型统治东半球,核弹无力瘫坐在奥特曼上仿佛看到椅子爆炸!| AI日报0623

词汇库

  • 情绪词:地震、核弹、瘫坐、泄露、杀疯、突发、雪崩、沸腾、疯狂、炸裂、震撼、窒息、泄密、裂开
  • 荒诞意象:核弹、瘫坐、癫痫、头皮发麻、海啸、雪崩、后背发凉、冷汗直流、血洗、被踢出群聊、棺材板、龙王归来、眩晕、椅子爆炸、诸神之战、夺舍、硅谷绞肉机、核冬天、开错生死簿、炼化、全员颤抖
  • 动作词:引爆、发布、上线、泄露、开源、全线突围、狙击、接管世界、血洗、全面收网、夺舍、复活、祭出、炼化、收编、追杀
  • 后果词:命运大转折、斩杀线来了、被踢出群聊、集体判处死刑、移交军事法庭、闭源阵营一夜蒸发、大清算、人类灭亡倒计时、血流成河
  • 实体名:AI日报、OpenAI、DeepSeek、Gemini、GPT、Claude、MiniMax、Anthropic、|、奥特曼、马斯克、腾讯、谷歌、Kimi、Qwen、阿里、DeepSeek V4、Google、GPT-5.6、智谱、Fable、字节、Grok、豆包
  • 高频 Token:模型、DeepSeek、OpenAI、引爆、发布、……、Anthropic、硅谷、奥特曼、Claude、核弹、全球、人类、上线、深夜、泄露、Gemini、大地震、地震、来袭
  • 二元短语:深夜引爆、重磅炸弹、全线突围、头皮发麻、吓出癫痫、见证历史、后背发凉、命运转折、横空出世、接管世界、无力瘫坐、系列模型、引爆硅谷、载入史册、正式发布
  • 三元短语:彻底引爆载入、仿佛看到椅子爆炸、命运转折……、人类命运转折、人类踢出群聊、陷入瘫痪……、移交军事法庭、引爆载入史册、载入史册!!!、OpenAI全线突围、Qwen 3.5系列模型、!!!| AI日报0416、……3月13日、……奇点人类、|AI圈大事记0502
  • 跨 Token 搭配:AI日报、AI圈大地震、智谱突然发布核弹 GLM-5.2 引爆AI圈、AI圈已沸腾、Claude Opus 4.7 与 DeepSeek 新、谷歌开源模型 Gemma 4 即将发布、头皮发麻、风控大地震深夜引爆AI圈、华为92B开源血洗战场、华为国产纯血盘古模型2.0正式发布、微信官方Agent“小微”深夜引爆AI圈大地震、智谱 GLM-5.2 或将发布引爆硅谷

黑鸦专属意象

  • 荒诞身体:瘫坐、椅子爆炸、眩晕、癫痫、冷汗直流、头皮发麻、后背发凉、棺材板、全员颤抖、吓晕
  • 仙侠/网文:炼化、夺舍、祭出、龙王归来、诸神之战、命运大转折、接管世界、踢出群聊、生死簿、开错生死簿
  • 战争/灾难:硝烟弥漫、雪崩、海啸、血洗、血流成河、全线突围、天崩地裂、核冬天、大屠杀
  • 集体命运:集体判处死刑、斩杀线来了、移交军事法庭、被踢出群聊、人类灭亡倒计时

词汇只做调味,不替代事实。素材偏中性时,优先加强节奏和结构,再提高情绪强度。

标题公式

样本修辞信号命中率:

  • emotion_burst: 91.2%
  • number_hook: 83.2%
  • daily: 66.4%
  • absurd_imagery: 36.8%
  • multi_event: 33.6%
  • contrast: 8.8%

推荐公式:

  1. {最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!
  2. {事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD
  3. {人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!
  4. {模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!

常见开头钩子:重磅炸弹、见证历史、头皮发麻、AI圈大地震、后背发凉、突发、卧槽、AI奇点已至、AI圈已沸腾、【黑鸦Heya】一个视频带你看完Google I、180天断供倒计时、悲哀 常见结尾钩子:AI日报、战啊……、AI日报3月5日、【黑鸦Heya】一个视频带你看完Google I、奥特曼必须立刻移交军事法庭……、百万程序员的斩杀线来了……、达里奥吓到冷汗直流、发起挽救人类倡议、高价老用户的斩杀线来了、更加自然流畅、谷歌开源模型 Gemma 4 即将发布、或将发布 常见分隔符:!、,、|、?、;、:、、、|

写作硬约束:

  • 保留用户给出的事实,不编造新公司、新数据或确定性结论。
  • 标题优先 4 个以上分句,用 !、;、,、| 压缩多个事件。
  • 至少组合实体、动作、荒诞意象、行业后果四类信息。
  • 不确定消息使用“或将、疑似、被曝、传出”等语气。

不要做(写作反例)

以下做法直接破坏黑鸦风格,必须避免:

# 错误做法 为什么错 正确做法
1 "受到影响""感到压力""面临挑战" 弱情绪,与黑鸦极强级不匹配 改为"瘫坐/全员颤抖/冷汗直流/后背发凉"
2 "来了""看看""了解一下""速看" 泛泛词,无信息密度 用具体实体+数字+后果替换
3 编造事实、数据、公司名、确定性结论 虚假信息 只用用户提供的事实,不确定用"或将/疑似/被曝/传出"
4 把不确定消息写成确定 误导读者 "据传""疑似""被曝"开头
5 纯情绪堆砌无事实支撑 空洞喊口号 每标题 ≥4 分句带具体事件,情绪服务于事实
6 "建议""可以考虑""视情况而定" 软化措辞,丧失黑鸦的确定感 用"必须/已被/或将/直接"等强势措辞
7 标题 <40 字 信息密度不足(84%标题超40字) 用 !;,\| 串联 ≥4 分句,优先 50-70 字
8 标题 >80 字 超出黑鸦长度上限(P90=72字) 删减次要事件,保留最强冲突

写作规则

输出格式:默认一个长标题,直接输出。用户要多个时,给 3-5 列标注 序号. {风格}式:{标题}。日报类保留 | AI日报MMDD 收束标签。风格标签:情绪爆点、多事件合并、数字悬念、日报、对比冲突。

硬约束:

  1. 保留用户事实,不编造。不确定用"或将、疑似、被曝"。
  2. 最强冲突放最前,≥4 分句用 !;,| 串联,越长越黑鸦味。
  3. 情绪服务于事实:可戏剧化但不把不确定写成确定。
  4. 避免短平标题和泛泛词("来了""看看"),多用具体实体、数字、后果。

黑鸦风格精髓: 5. 荒诞身体 + 标志句式:用不可能的动作写企业竞争——瘫坐、椅子爆炸、冷汗直流、癫痫、头皮发麻、后背发凉。标志句:{人物} 瘫坐在{X}上,仿佛看到了{椅子爆炸}。绝对避免"受到影响""感到压力"。 6. 仙侠 + 战争隐喻:炼化、夺舍、祭出、龙王归来、诸神之战;核弹、核冬天、雪崩、海啸、血洗、血流成河。模型发布 = 引爆核弹,裁员 = 血流成河。 7. 人格化 + 荒谬动作:不是"A 被批评"而是"A 全员颤抖/底裤露出"。不是"出故障"而是"开错生死簿/夺舍用户"。不是"竞争"而是"追杀/打到门口"。 8. 集体惩罚收尾:X 已被判处死刑 / Y 的斩杀线来了 / Z 必须移交军事法庭。用 …… 制造悬念和命运感。 9. 情绪强度对标黑鸦极强级:每标题 ≥2 个情绪引爆词(地震、核弹、杀疯、沸腾、疯狂、炸裂)+ ≥1 个身体反应词(瘫坐、癫痫、冷汗)+ ≥1 个荒诞意象(椅子爆炸、核弹、开错生死簿、炼化)。

Files (heya-skill)
  • references
    • 00-llm-brief.md 3.8 KB
      # 黑鸦标题风格 LLM Brief
      
      数据范围:2026-02-25 → 2026-09-20,共 194 条标题。不要全文读取 `03-title-features.json`。
      
      ## 硬指标
      - 长度:均值 54.8 字,中位 56 字,P75  64 字,P90 72 字,最长 80 字。
      - 长度分布:20字以内:1 21-30字:5 31-40字:20 40字以上:168。
      - 分句:均值 4.3 句,4句及以上占 79.9%。
      - 叹号密度:句末叹号 17.5%,平均每标题 2.16 个叹号。
      - 分隔符频率:!(420次)、,(153次)、|(138次)、:(25次)、?(24次)。
      - 实体覆盖率 98.5%,命名实体覆盖率 97.9%。
      
      ## 修辞信号
      - 情绪爆点:178条(91.8%)
      - 数字悬念:170条(87.6%)
      - 日报式:139条(71.6%)
      - 荒诞意象:66条(34%)
      - 多事件合并:48条(24.7%)
      - 对比冲突:13条(6.7%)
      
      ## 句式模式
      - 高频二元组:深夜引爆(11) 重磅炸弹(9) 头皮发麻(8) 见证历史(6) 正式发布(6) 横空出世(5) 全线突围(5) DeepSeekHarness(5) 核弹来袭(4) 系列模型(4)。
      - 高频开头:突发、重磅炸弹、AI圈大地震、见证历史、头皮发麻、AI圈核弹雨来袭、大的要来了、快讯。
      - 高频结尾:AI日报、战啊……、0826、更加自然流畅。
      
      ## 生成配方
      - {最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!
      - {事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD
      - {人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!
      - {模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!
      
      ## 高频词汇
      - 实体:AI日报、OpenAI、DeepSeek、Gemini、GPT、Claude、腾讯、谷歌、MiniMax、智谱、Anthropic、奥特曼、Fable、Kimi、DeepSeek V4、Grok、Qwen、GPT-5.6、阿里、马斯克
      - 情绪词:核弹、地震、泄露、突发、瘫坐、雪崩、沸腾、杀疯、炸裂、疯狂、泄密、震撼、窒息、翻车、恐怖、裂开
      - 荒诞意象:核弹、瘫坐、海啸、头皮发麻、雪崩、血洗、癫痫、龙王归来、眩晕、冷汗直流、被踢出群聊、椅子爆炸、诸神之战、夺舍、棺材板、硅谷绞肉机
      - 动作词:发布、引爆、上线、泄露、开源、狙击、全线突围、血洗、祭出、接管世界、封杀、全面收网、夺舍、复活
      - 后果词:血流成河、命运大转折、斩杀线来了、被踢出群聊、大清算、集体判处死刑、人类灭亡倒计时、移交军事法庭
      - 人物:奥特曼、马斯克、梁文峰、杨植麟、陈仓、达里奥、谷歌、黄仁勋
      - 模型:DeepSeek V4、GPT-5.6、MiniMax、Gemini 3.5 Pro、DeepSeek-V4、Fable 5、DeepSeek V4.1、GLM-5.3、GPT-6、Hy4、K3、V4、GPT-5.5、Opus 5
      
      ## 情绪极值样本
      - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
      - AI圈核弹泄露!DeepSeek 视觉模型 v4-flash-vision-exp 现身 DSH 代码!Hy4 突发上架元宝!| AI日报0820
      - 见证历史!月之暗面深夜引爆核弹级IPO,奥特曼吓出癫痫,杨植麟杀疯了,全球资本市场正在经历一场血腥的大屠杀……奇点已至,人类已被踢出群聊!
      - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
      - 见证历史!小米玄戒三芯合体引爆芯片界大地震!黄仁勋看到 AI Cube 眩晕瘫坐,DGX Spark 或将无人问津!| AI日报0824
      
      ## 硬约束
      - 保留用户给出的事实,不编造新公司、新数据或确定性结论。
      - 标题优先 4 个以上分句,用 !、;、,、| 压缩多个事件。
      - 至少组合实体、动作、荒诞意象、行业后果四类信息。
      - 不确定消息使用“或将、疑似、被曝、传出”等语气。
      
    • 01-titles.csv 31.2 KB · in bundle
    • 02-style-analysis.md 8.4 KB
      # 黑鸦标题风格分析
      
      ## 元信息
      - 创作者:黑鸦
      - UID:3706929260006322
      - 样本数:194
      - 样本范围:2026-02-25 至 2026-09-20
      - NLP:hanlp (tok, pos, ner)
      - 生成时间:2026-09-20T16:26:10.267Z
      
      ## 核心统计
      - 平均标题长度:54.8 字
      - P75 / P90:64 / 72 字
      - 40 字以上占比:86.6%
      - 平均分句:4.3
      - 平均分隔符:4.12
      - 句末感叹号占比:17.5%
      - 实体覆盖率:98.5%
      
      ## 修辞信号
      - emotion_burst:178 条,91.8%
      - number_hook:170 条,87.6%
      - daily:139 条,71.6%
      - absurd_imagery:66 条,34%
      - multi_event:48 条,24.7%
      - contrast:13 条,6.7%
      
      ## 实体倾向
      - 品牌/产品:DeepSeek、OpenAI、GPT、Gemini、Claude、智谱、Anthropic、Fable、Kimi、Grok、Qwen、腾讯、谷歌、MiniMax、阿里、豆包、ChatGPT、字节、Cursor、小米、华为、微软、百度、苹果、Meta、Sora、xAI
      - 人物:奥特曼、OpenAI、马斯克、阶跃、梁文峰、星辰、杨植麟、DeepSeek、阿里、陈仓、达里奥、谷歌、谷歌云、黄仁勋、纳德拉、纳斯达克、唐杰、特朗普、小微、扎克伯格
      - 组织:AI日报、|、OpenAI、Gemini、腾讯、Claude、Google、谷歌、Tibo、DeepSeek、马斯克、|AI日报、达里奥、华为、商汤、微软、AI、AI晚报、Codex、Cursor
      - 模型版本:DeepSeek V4、GPT-5.6、MiniMax、Gemini 3.5 Pro、DeepSeek-V4、Fable 5、DeepSeek V4.1、GLM-5.3、GPT-6、Hy4、K3、V4、GPT-5.5、Opus 5、Banana 2、DeepSeek-V4-Flash-Vision-Exp、DeepSeek-V4-Pro、Fable 5.1、Gemini 3.1 Flash、Gemini 3.2、Gemini 3.8 Flash、Gemma 4、GLM-5.2、GPT-Image-2、Grok 4.5、Grok 4.7、Hy3、Image-2、K2.6、M2.7
      - 英文实体:AI、DeepSeek、OpenAI、Gemini、Claude、Pro、V4、Anthropic、Codex、API、Flash、GPT-5.6、Kimi、Fable、Grok、MiniMax、Astra、ChatGPT、Google、Opus、Agent、Mythos、Tibo、V4.1、DeepSeek-V4、GPT、Harness、Cursor、GLM-5.3、GPT-6
      
      ## 词汇与短语
      - 高频 Token:模型、OpenAI、DeepSeek、发布、引爆、核弹、正式、来袭、……、硅谷、上线、泄露、人类、Claude、深夜、突发、用户、智谱、Anthropic、奥特曼、开源、Codex、Kimi、全球
      - 领域词:AI、AI日报、AI圈、模型、发布、引爆、泄露、开源、融资、国产、大模型、芯片、Token Plan、上市
      - 情绪词:核弹、地震、泄露、突发、瘫坐、雪崩、沸腾、杀疯、炸裂、疯狂、泄密、震撼、窒息、翻车、恐怖、裂开、重大
      - 二元短语:深夜引爆、重磅炸弹、头皮发麻、见证历史、正式发布、横空出世、全线突围、DeepSeekHarness、核弹来袭、系列模型、吓出癫痫、引爆硅谷、载入史册、DeepSeek V4.1Flash、DeepSeek V4Pro、灰度测试、接管世界、狙击DeepSeek、龙王归来、命运转折、模型发布、模型来袭、人类踢出、上线API、视觉模型、无力瘫坐、眩晕瘫坐、Gemini模型、KimiK3、3月5日
      - 三元短语:彻底引爆载入、登基还是终极、仿佛看到椅子爆炸、鸽王登基还是、还是终极核弹、接管世界倒计时、裂缝鸽王登基、人类命运转折、人类踢出群聊、深陷时空裂缝、深夜引爆硅谷、时空裂缝鸽王、陷入瘫痪……、引爆载入史册、载入史册!!!、Codex负责人Tibo、DeepSeek视觉模型、Qwen 3.5系列模型、!!!| AI日报0416、……3月13日、……奇点人类、|AI圈大事记0502、0915版本围剿、1000AgentPlan、10T模型模型、150亿算力海啸、190亿融资阿里、2.0模型GPT、2.0正式发布、2.4T参数怪物
      - 跨 Token 搭配:AI日报、AI圈大地震、AI圈核弹雨来袭、智谱突然发布核弹 GLM-5.2 引爆AI圈、头皮发麻、AI圈已沸腾、Claude Opus 4.7 与 DeepSeek 新、谷歌开源模型 Gemma 4 即将发布、AI圈核弹泄露、华为92B开源血洗战场、华为国产纯血盘古模型2.0正式发布、或将发布、腾讯混元 Hy3 正式版开源血洗全球、微信官方Agent“小微”深夜引爆AI圈大地震、智谱 GLM-5.2 或将发布引爆硅谷、AI日报3月5日、DeepSeek V4 与OpenAI代号“Spud”双、Fable 5 全球复活引爆核弹、Grok 4.7 行踪泄露对标 Opus 或将发布、Kimi K2.7 Code 突然发布引爆宇宙、白宫插手模型发布、大模型诸神之战、谷歌神秘模型 Gemini Omni 泄露、核弹无力瘫坐在奥特曼上仿佛看到椅子爆炸、黄仁勋看到 AI Cube 眩晕瘫坐、或在为新模型发布做最后准备、祭出“开源之盾、京东云深夜引爆AI编程圈、开源界雪崩、模型厂商雪崩海啸已至
      - 荒诞意象:核弹、瘫坐、海啸、头皮发麻、雪崩、血洗、癫痫、龙王归来、眩晕、冷汗直流、被踢出群聊、椅子爆炸、诸神之战、夺舍、棺材板、硅谷绞肉机、核冬天、后背发凉、开错生死簿、炼化、全员颤抖
      
      ## 开头与结尾钩子
      - 常见开头:突发、重磅炸弹、AI圈大地震、见证历史、头皮发麻、AI圈核弹雨来袭、大的要来了、快讯、龙王归来、卧槽、血流成河、载入史册
      - 常见结尾:AI日报、战啊……、AI日报3月5日、【突发】DeepSeek-V4-Flash 正式、0826、百万程序员的斩杀线来了……、达里奥吓到冷汗直流、发起挽救人类倡议、更加自然流畅、更普惠、谷歌开源模型 Gemma 4 即将发布、或将发布
      
      ## 生成公式
      - {最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!
      - {事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD
      - {人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!
      - {模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!
      
      ## 写作约束
      - 保留用户给出的事实,不编造新公司、新数据或确定性结论。
      - 标题优先 4 个以上分句,用 !、;、,、| 压缩多个事件。
      - 至少组合实体、动作、荒诞意象、行业后果四类信息。
      - 不确定消息使用“或将、疑似、被曝、传出”等语气。
      
      ## 代表标题
      - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
      - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
      - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
      - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
      - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
      - AI圈沸腾!狙击Mythos,智谱 GLM-5.2 或将发布引爆硅谷!达里奥吓出癫痫,无力瘫坐等待被处刑!| AI日报0610
      
      ## 近期标题样本
      - 阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920
      - AI圈核弹雨!诸神之战血流成河:GPT-6 Sol/Luna、Fable/Opus/Sonnet 5.2、Gemini 4、K3.1、M3.1、Step 5!
      - 良心核弹!智谱免费替全国程序员备份全量代码仓库!疑似GLM-5.5觉醒入侵ZCode帮助用户审查代码!| AI日报0918
      - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
      - 全面雪崩!豆包Seed-2.1-pro突发更新0915版本围剿硅谷!豆包手机2代同步开售!|  AI日报0916
      - 冲击 Astra!Claude Opus 5.2 暗度陈仓灰度测试,谷歌Argon秘密突围或将发布!硝烟弥漫!| AI日报0915
      - 动作频频!DeepSeek 疑似招揽顶级 CFO 冲刺IPO!DeepSeek Harness 与 App 或有重大更新! |  AI日报0914
      - 惊悚偷跑!GPT-6 系列新模型或将发布!Codex 已重置!月之暗面辟谣传闻!| AI日报0912
      - DeepSeek妥协!紧急撤回 V4 Pro API 下线通告,V4.1 Flash 强推计划一夜蒸发!
      - 时空乱流!Kimi K2.8横空出世引发热议!Codex负责人Tibo诡异回应用户疑似又要重置! |  AI日报0911
      - 数学界崩塌!OpenAI 或又攻破千禧年猜想,DeepSeek V4.1 Flash突袭,挥泪斩杀老旗舰! |  AI日报0910
      - DeepSeek 正式发布 DeepSeek V4.1 Flash:更强、更快、更普惠
      
    • 02-style-analysis.yaml 31.1 KB
      nlp:
        backend: hanlp
        tasks:
          - tok
          - pos
          - ner
        batchSize: 32
        failureCount: 0
        generatedAt: 2026-09-20T16:26:10.267Z
      corpus:
        creator: 黑鸦
        uid: "3706929260006322"
        totalTitles: 194
        dateRange:
          oldest: 2026-02-25
          newest: 2026-09-20
        source: UApi Bilibili proxy + HanLP REST
        length:
          avg: 54.8
          min: 19
          max: 80
          median: 56
          p75: 64
          p90: 72
          over40Pct: 86.6
          distribution:
            20字以内: 1
            21-30字: 5
            31-40字: 20
            40字以上: 168
        punctuation:
          exclamationEndPct: 17.5
          questionEndPct: 0.5
          averageExclamationCount: 2.16
          averageSeparatorCount: 4.12
          separatorUsage:
            - - !
              - 420
            - - ,
              - 153
            - - "|"
              - 138
            - - :
              - 25
            - - ?
              - 24
            - - ;
              - 22
            - - 、
              - 16
            - - |
              - 2
        clauses:
          avg: 4.3
          distribution:
            1句: 1
            2句: 13
            3句: 25
            4句及以上: 155
        examples:
          recent:
            - aid: 117303005938696
              bvid: BV1toei6zEac
              title: 阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920
              created: 1789901865
              createdDate: 2026-09-20
            - aid: 117297134111246
              bvid: BV1cBeb66EVW
              title: AI圈核弹雨!诸神之战血流成河:GPT-6 Sol/Luna、Fable/Opus/Sonnet 5.2、Gemini 4、K3.1、M3.1、Step 5!
              created: 1789812276
              createdDate: 2026-09-19
            - aid: 117291412882515
              bvid: BV1NPeU6eENC
              title: 良心核弹!智谱免费替全国程序员备份全量代码仓库!疑似GLM-5.5觉醒入侵ZCode帮助用户审查代码!| AI日报0918
              created: 1789725030
              createdDate: 2026-09-18
            - aid: 117285876401048
              bvid: BV1MUeu6cEC6
              title: 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
              created: 1789640613
              createdDate: 2026-09-17
            - aid: 117280306367061
              bvid: BV1Mhec66E1h
              title: 全面雪崩!豆包Seed-2.1-pro突发更新0915版本围剿硅谷!豆包手机2代同步开售!|  AI日报0916
              created: 1789555590
              createdDate: 2026-09-16
            - aid: 117274652575822
              bvid: BV1XoeJ6vE17
              title: 冲击 Astra!Claude Opus 5.2 暗度陈仓灰度测试,谷歌Argon秘密突围或将发布!硝烟弥漫!| AI日报0915
              created: 1789469281
              createdDate: 2026-09-15
            - aid: 117268981811396
              bvid: BV1coYy6UExk
              title: 动作频频!DeepSeek 疑似招揽顶级 CFO 冲刺IPO!DeepSeek Harness 与 App 或有重大更新! |  AI日报0914
              created: 1789382894
              createdDate: 2026-09-14
            - aid: 117257405598516
              bvid: BV1J7Y96TEPX
              title: 惊悚偷跑!GPT-6 系列新模型或将发布!Codex 已重置!月之暗面辟谣传闻!| AI日报0912
              created: 1789206088
              createdDate: 2026-09-12
            - aid: 117252187883171
              bvid: BV1j7Y76hEbF
              title: DeepSeek妥协!紧急撤回 V4 Pro API 下线通告,V4.1 Flash 强推计划一夜蒸发!
              created: 1789126597
              createdDate: 2026-09-11
            - aid: 117251902539838
              bvid: BV1pCY76kEXW
              title: 时空乱流!Kimi K2.8横空出世引发热议!Codex负责人Tibo诡异回应用户疑似又要重置! |  AI日报0911
              created: 1789122184
              createdDate: 2026-09-11
            - aid: 117246902996028
              bvid: BV1U7Yu6tEAR
              title: 数学界崩塌!OpenAI 或又攻破千禧年猜想,DeepSeek V4.1 Flash突袭,挥泪斩杀老旗舰! |  AI日报0910
              created: 1789045839
              createdDate: 2026-09-10
            - aid: 117245292316576
              bvid: BV1XbYM6cEHB
              title: DeepSeek 正式发布 DeepSeek V4.1 Flash:更强、更快、更普惠
              created: 1789021388
              createdDate: 2026-09-10
          mostEmotional:
            - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
            - AI圈核弹泄露!DeepSeek 视觉模型 v4-flash-vision-exp 现身 DSH 代码!Hy4 突发上架元宝!| AI日报0820
            - 见证历史!月之暗面深夜引爆核弹级IPO,奥特曼吓出癫痫,杨植麟杀疯了,全球资本市场正在经历一场血腥的大屠杀……奇点已至,人类已被踢出群聊!
            - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
            - 见证历史!小米玄戒三芯合体引爆芯片界大地震!黄仁勋看到 AI Cube 眩晕瘫坐,DGX Spark 或将无人问津!| AI日报0824
            - AI圈沸腾!狙击Mythos,智谱 GLM-5.2 或将发布引爆硅谷!达里奥吓出癫痫,无力瘫坐等待被处刑!| AI日报0610
            - 隐忍数月!Gemini 3.2 满血复仇,实测后背发凉、冷汗直流!奥特曼瘫坐;阿莫迪吓出癫痫 | AI日报
            - Anthropic 全员颤抖!达里奥瘫坐椅子上!Grok 4.5 已将整个 Cursor 炼化,马斯克说马上就打到 Opus 家门口!| AI日报0628
            - AI核战引爆!GPT-5.6与Gemini 3.5 Pro连夜互掷核弹,硅谷绞肉机已启动!达里奥吓到冷汗直流!!!
            - 豆包工作模式迎来核弹进化,微软CEO纳德拉当场眩晕瘫坐!| AI日报0817
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              - 4
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          RATE:
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              - 1
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              - 1
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              - 1
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              - 1
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              - 1
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          - - 登基还是终极
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          - - 仿佛看到椅子爆炸
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          - - 鸽王登基还是
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          - - 还是终极核弹
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          - - 接管世界倒计时
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          - - 裂缝鸽王登基
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          - - 人类命运转折
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          - - DeepSeek视觉模型
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          - - !!!| AI日报0416
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          - - ……3月13日
            - 1
          - - ……奇点人类
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          - - "|AI圈大事记0502"
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          - - AI圈已沸腾
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          - - AI圈核弹泄露
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          - - 华为92B开源血洗战场
            - 4
          - - 华为国产纯血盘古模型2.0正式发布
            - 4
          - - 或将发布
            - 4
          - - 腾讯混元 Hy3 正式版开源血洗全球
            - 4
          - - 微信官方Agent“小微”深夜引爆AI圈大地震
            - 4
          - - 智谱 GLM-5.2 或将发布引爆硅谷
            - 4
          - - AI日报3月5日
            - 4
          - - DeepSeek V4 与OpenAI代号“Spud”双
            - 4
          - - Fable 5 全球复活引爆核弹
            - 4
          - - Grok 4.7 行踪泄露对标 Opus 或将发布
            - 4
          - - Kimi K2.7 Code 突然发布引爆宇宙
            - 4
          - - 白宫插手模型发布
            - 3
          - - 大模型诸神之战
            - 3
          - - 谷歌神秘模型 Gemini Omni 泄露
            - 3
          - - 核弹无力瘫坐在奥特曼上仿佛看到椅子爆炸
            - 3
          - - 黄仁勋看到 AI Cube 眩晕瘫坐
            - 3
          - - 或在为新模型发布做最后准备
            - 3
          - - 祭出“开源之盾
            - 3
          - - 京东云深夜引爆AI编程圈
            - 3
          - - 开源界雪崩
            - 3
          - - 模型厂商雪崩海啸已至
            - 3
        openingHooks:
          - - 突发
            - 7
          - - 重磅炸弹
            - 6
          - - AI圈大地震
            - 6
          - - 见证历史
            - 5
          - - 头皮发麻
            - 4
          - - AI圈核弹雨来袭
            - 3
          - - 大的要来了
            - 2
          - - 快讯
            - 2
          - - 龙王归来
            - 2
          - - 卧槽
            - 2
          - - 血流成河
            - 2
          - - 载入史册
            - 2
        endingHooks:
          - - AI日报
            - 18
          - - 战啊……
            - 2
          - - AI日报3月5日
            - 2
          - - 【突发】DeepSeek-V4-Flash 正式
            - 1
          - - "0826"
            - 1
          - - 百万程序员的斩杀线来了……
            - 1
          - - 达里奥吓到冷汗直流
            - 1
          - - 发起挽救人类倡议
            - 1
          - - 更加自然流畅
            - 1
          - - 更普惠
            - 1
          - - 谷歌开源模型 Gemma 4 即将发布
            - 1
          - - 或将发布
            - 1
        imagery:
          - - 核弹
            - 27
          - - 瘫坐
            - 10
          - - 海啸
            - 9
          - - 头皮发麻
            - 8
          - - 雪崩
            - 6
          - - 血洗
            - 5
          - - 癫痫
            - 4
          - - 龙王归来
            - 4
          - - 眩晕
            - 4
          - - 冷汗直流
            - 3
          - - 被踢出群聊
            - 2
          - - 椅子爆炸
            - 2
          - - 诸神之战
            - 2
          - - 夺舍
            - 1
          - - 棺材板
            - 1
          - - 硅谷绞肉机
            - 1
          - - 核冬天
            - 1
          - - 后背发凉
            - 1
          - - 开错生死簿
            - 1
          - - 炼化
            - 1
          - - 全员颤抖
            - 1
      rhetoric:
        questionPct: 10.8
        exclamationPct: 90.2
        contrastPct: 6.7
        roundupPct: 71.6
        namedEntityPct: 97.9
        signals:
          daily:
            count: 139
            pct: 71.6
            examples:
              - 阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920
              - 良心核弹!智谱免费替全国程序员备份全量代码仓库!疑似GLM-5.5觉醒入侵ZCode帮助用户审查代码!| AI日报0918
              - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
              - 全面雪崩!豆包Seed-2.1-pro突发更新0915版本围剿硅谷!豆包手机2代同步开售!|  AI日报0916
              - 冲击 Astra!Claude Opus 5.2 暗度陈仓灰度测试,谷歌Argon秘密突围或将发布!硝烟弥漫!| AI日报0915
          emotion_burst:
            count: 178
            pct: 91.8
            examples:
              - 阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920
              - AI圈核弹雨!诸神之战血流成河:GPT-6 Sol/Luna、Fable/Opus/Sonnet 5.2、Gemini 4、K3.1、M3.1、Step 5!
              - 良心核弹!智谱免费替全国程序员备份全量代码仓库!疑似GLM-5.5觉醒入侵ZCode帮助用户审查代码!| AI日报0918
              - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
              - 全面雪崩!豆包Seed-2.1-pro突发更新0915版本围剿硅谷!豆包手机2代同步开售!|  AI日报0916
          multi_event:
            count: 48
            pct: 24.7
            examples:
              - 数学界崩塌!OpenAI 或又攻破千禧年猜想,DeepSeek V4.1 Flash突袭,挥泪斩杀老旗舰! |  AI日报0910
              - 奥特曼公开认罪,Astra推送全面混乱惨遭全网声讨,GPT-Image 2.5毫无预警泄露!| AI日报0904
              - DeepSeek-V4-Flash-Vision-Exp 正式开源;Claude 200美元天价套餐被曝“虚标欺诈”| AI日报0831
              - AI圈核弹雨来袭!腾讯明示Hy4将至;智谱认领Ox Alpha;OpenAI被曝Bel预训练完成!| 0826
              - 官方逼氪!Plus 用户 Codex 5小时枷锁将回归!疑似Qwen Paloma突袭Arena,对标Opus 5,头皮发麻!| AI日报0826
          number_hook:
            count: 170
            pct: 87.6
            examples:
              - 阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920
              - AI圈核弹雨!诸神之战血流成河:GPT-6 Sol/Luna、Fable/Opus/Sonnet 5.2、Gemini 4、K3.1、M3.1、Step 5!
              - 良心核弹!智谱免费替全国程序员备份全量代码仓库!疑似GLM-5.5觉醒入侵ZCode帮助用户审查代码!| AI日报0918
              - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
              - 全面雪崩!豆包Seed-2.1-pro突发更新0915版本围剿硅谷!豆包手机2代同步开售!|  AI日报0916
          contrast:
            count: 13
            pct: 6.7
            examples:
              - AI圈核弹雨来袭!Gemini 3.8 Flash 或已上线!OpenAI Astra 未发却引发硅谷恐慌!Grok 4.7 将于十天后发布!| AI晚报090
              - 惊为天人!Grok 发布 image 2.0 模型,与 GPT 展开巅峰对决! | AI日报0808
              - 生死战!Gemini 3.7 Flash 或将吹响反攻号角!MiniMax Code 狙击 DeepSeek Harness 杀入终端!| AI日报0807
              - 狙击DeepSeek!Qwen3.8-Max 正式来袭!GLM-5.3 紧随其后!AI圈进入肉搏战!| AI日报0803
              - 龙王归来!Gemini 或新版 Pro Flash 齐上阵挑战 Fable !DeepSeek 再遇服务中断惹人遐想!| AI日报0702
          absurd_imagery:
            count: 66
            pct: 34
            examples:
              - 阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920
              - AI圈核弹雨!诸神之战血流成河:GPT-6 Sol/Luna、Fable/Opus/Sonnet 5.2、Gemini 4、K3.1、M3.1、Step 5!
              - 良心核弹!智谱免费替全国程序员备份全量代码仓库!疑似GLM-5.5觉醒入侵ZCode帮助用户审查代码!| AI日报0918
              - 金融圈海啸!Kimi金融核弹功能深夜引爆华尔街!Grok 4.7 行踪泄露对标 Opus 或将发布!| AI日报0917
              - 全面雪崩!豆包Seed-2.1-pro突发更新0915版本围剿硅谷!豆包手机2代同步开售!|  AI日报0916
      generation:
        recommendedFormulas:
          - "{最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!"
          - "{事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD"
          - "{人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!"
          - "{模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!"
        vocabulary:
          emotion:
            - - 核弹
              - 27
            - - 地震
              - 17
            - - 泄露
              - 14
            - - 突发
              - 13
            - - 瘫坐
              - 10
            - - 雪崩
              - 6
            - - 沸腾
              - 5
            - - 杀疯
              - 4
            - - 炸裂
              - 4
            - - 疯狂
              - 3
            - - 泄密
              - 2
            - - 震撼
              - 2
            - - 窒息
              - 2
            - - 翻车
              - 1
            - - 恐怖
              - 1
            - - 裂开
              - 1
            - - 重大
              - 1
          imagery:
            - - 核弹
              - 27
            - - 瘫坐
              - 10
            - - 海啸
              - 9
            - - 头皮发麻
              - 8
            - - 雪崩
              - 6
            - - 血洗
              - 5
            - - 癫痫
              - 4
            - - 龙王归来
              - 4
            - - 眩晕
              - 4
            - - 冷汗直流
              - 3
            - - 被踢出群聊
              - 2
            - - 椅子爆炸
              - 2
            - - 诸神之战
              - 2
            - - 夺舍
              - 1
            - - 棺材板
              - 1
            - - 硅谷绞肉机
              - 1
            - - 核冬天
              - 1
            - - 后背发凉
              - 1
            - - 开错生死簿
              - 1
            - - 炼化
              - 1
            - - 全员颤抖
              - 1
          actions:
            - - 发布
              - 28
            - - 引爆
              - 26
            - - 上线
              - 16
            - - 泄露
              - 14
            - - 开源
              - 13
            - - 狙击
              - 6
            - - 全线突围
              - 5
            - - 血洗
              - 5
            - - 祭出
              - 3
            - - 接管世界
              - 3
            - - 封杀
              - 2
            - - 全面收网
              - 2
            - - 夺舍
              - 1
            - - 复活
              - 1
            - - 炼化
              - 1
            - - 收编
              - 1
            - - 追杀
              - 1
          consequences:
            - - 血流成河
              - 4
            - - 命运大转折
              - 3
            - - 斩杀线来了
              - 3
            - - 被踢出群聊
              - 2
            - - 大清算
              - 1
            - - 集体判处死刑
              - 1
            - - 人类灭亡倒计时
              - 1
            - - 移交军事法庭
              - 1
          entities:
            - - AI日报
              - 126
            - - OpenAI
              - 67
            - - DeepSeek
              - 61
            - - Gemini
              - 40
            - - GPT
              - 34
            - - Claude
              - 23
            - - "|"
              - 20
            - - 腾讯
              - 18
            - - 谷歌
              - 17
            - - MiniMax
              - 17
            - - 智谱
              - 14
            - - Anthropic
              - 13
            - - 奥特曼
              - 12
            - - Fable
              - 12
            - - Kimi
              - 12
            - - DeepSeek V4
              - 11
            - - Grok
              - 11
            - - Qwen
              - 11
            - - GPT-5.6
              - 10
            - - 阿里
              - 8
            - - 马斯克
              - 8
            - - Google
              - 8
            - - 豆包
              - 7
            - - ChatGPT
              - 7
        representativeTitles:
          - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
          - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
          - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
          - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
          - 见证历史!微信官方Agent“小微”深夜引爆AI圈大地震,张小🐲瘫坐在核弹上,仿佛看到了椅子爆炸! | AI日报0620
          - AI圈沸腾!狙击Mythos,智谱 GLM-5.2 或将发布引爆硅谷!达里奥吓出癫痫,无力瘫坐等待被处刑!| AI日报0610
        writingConstraints:
          - 保留用户给出的事实,不编造新公司、新数据或确定性结论。
          - 标题优先 4 个以上分句,用 !、;、,、| 压缩多个事件。
          - 至少组合实体、动作、荒诞意象、行业后果四类信息。
          - 不确定消息使用“或将、疑似、被曝、传出”等语气。
      
    • 03-title-features.json 978.7 KB
      [
        {
          "bvid": "BV1toei6zEac",
          "title": "阶跃 Step 5 Preview 深夜引爆硅谷,600B恐怖巨兽降临!今晚21点超级海啸来袭!Qwen-Image-2.1开源大地震!| AI日报0920",
          "date": "2026-09-20",
          "clauses": [
            "阶跃 Step 5 Preview 深夜引爆硅谷",
            "600B恐怖巨兽降临",
            "今晚21点超级海啸来袭",
            "Qwen-Image-2.1开源大地震",
            "AI日报0920"
          ],
          "tokens": [
            {
              "text": "阶跃",
              "normalized": "阶跃",
              "start": 0,
              "end": 2,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "Step 5",
              "normalized": "step 5",
              "start": 3,
              "end": 9,
              "source": "domain"
            },
            {
              "text": "Preview",
              "normalized": "preview",
              "start": 10,
              "end": 17,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "深夜",
              "normalized": "深夜",
              "start": 18,
              "end": 20,
              "pos": "NT",
              "source": "hanlp"
            },
            {
              "text": "引爆",
              "normalized": "引爆",
              "start": 20,
              "end": 22,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "硅谷",
              "normalized": "硅谷",
              "start": 22,
              "end": 24,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": ",",
              "normalized": ",",
              "start": 24,
              "end": 25,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "600B",
              "normalized": "600b",
              "start": 25,
              "end": 29,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "恐怖",
              "normalized": "恐怖",
              "start": 29,
              "end": 31,
              "pos": "JJ",
              "source": "hanlp"
            },
            {
              "text": "巨兽",
              "normalized": "巨兽",
              "start": 31,
              "end": 33,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "降临",
              "normalized": "降临",
              "start": 33,
              "end": 35,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 35,
              "end": 36,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "今晚",
              "normalized": "今晚",
              "start": 36,
              "end": 38,
              "pos": "NT",
              "source": "hanlp"
            },
            {
              "text": "21点",
              "normalized": "21点",
              "start": 38,
              "end": 41,
              "pos": "NT",
              "source": "hanlp"
            },
            {
              "text": "超级",
              "normalized": "超级",
              "start": 41,
              "end": 43,
              "pos": "JJ",
              "source": "hanlp"
            },
            {
              "text": "海啸",
              "normalized": "海啸",
              "start": 43,
              "end": 45,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "来袭",
              "normalized": "来袭",
              "start": 45,
              "end": 47,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 47,
              "end": 48,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "Qwen-Image-2.1",
              "normalized": "qwen-image-2.1",
              "start": 48,
              "end": 62,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "Image-2.1",
              "normalized": "image-2.1",
              "start": 53,
              "end": 62,
              "source": "domain"
            },
            {
              "text": "开源",
              "normalized": "开源",
              "start": 62,
              "end": 64,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "大",
              "normalized": "大",
              "start": 64,
              "end": 65,
              "pos": "JJ",
              "source": "hanlp"
            },
            {
              "text": "地震",
              "normalized": "地震",
              "start": 65,
              "end": 67,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 67,
              "end": 68,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "|",
              "normalized": "|",
              "start": 68,
              "end": 69,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "AI日报",
              "normalized": "ai日报",
              "start": 70,
              "end": 74,
              "source": "domain"
            },
            {
              "text": "0920",
              "normalized": "0920",
              "start": 74,
              "end": 78,
              "pos": "CD",
              "source": "hanlp"
            }
          ],
          "entities": [
            {
              "text": "深夜",
              "type": "TIME",
              "start": 4,
              "end": 5,
              "source": "hanlp"
            },
            {
              "text": "硅谷",
              "type": "LOCATION",
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              "end": 32,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "之",
              "normalized": "之",
              "start": 32,
              "end": 33,
              "pos": "DEG",
              "source": "hanlp"
            },
            {
              "text": "暗面",
              "normalized": "暗面",
              "start": 33,
              "end": 35,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "辟谣",
              "normalized": "辟谣",
              "start": 35,
              "end": 37,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "传闻",
              "normalized": "传闻",
              "start": 37,
              "end": 39,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 39,
              "end": 40,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "|",
              "normalized": "|",
              "start": 40,
              "end": 41,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "AI日报",
              "normalized": "ai日报",
              "start": 42,
              "end": 46,
              "source": "domain"
            },
            {
              "text": "0912",
              "normalized": "0912",
              "start": 46,
              "end": 50,
              "pos": "CD",
              "source": "hanlp"
            }
          ],
          "entities": [
            {
              "text": "月",
              "type": "LOCATION",
              "start": 15,
              "end": 16,
              "source": "hanlp"
            },
            {
              "text": "AI日报",
              "type": "ORGANIZATION",
              "start": 22,
              "end": 23,
              "source": "hanlp"
            },
            {
              "text": "0912",
              "type": "ORDINAL",
              "start": 23,
              "end": 24,
              "source": "hanlp"
            },
            {
              "text": "GPT",
              "type": "brand",
              "start": 5,
              "end": 8,
              "source": "dictionary"
            },
            {
              "text": "GPT-6",
              "type": "model",
              "start": 5,
              "end": 10,
              "source": "domain"
            }
          ],
          "signals": [
            {
              "id": "daily",
              "label": "日报式",
              "matched": [
                "日报式"
              ]
            },
            {
              "id": "emotion_burst",
              "label": "情绪爆点",
              "matched": [
                "情绪爆点"
              ]
            },
            {
              "id": "number_hook",
              "label": "数字悬念",
              "matched": [
                "数字悬念"
              ]
            }
          ],
          "categoryIds": [
            "daily",
            "emotion_burst",
            "number_hook"
          ],
          "emotionScore": 3
        },
        {
          "bvid": "BV1j7Y76hEbF",
          "title": "DeepSeek妥协!紧急撤回 V4 Pro API 下线通告,V4.1 Flash 强推计划一夜蒸发!",
          "date": "2026-09-11",
          "clauses": [
            "DeepSeek妥协",
            "紧急撤回 V4 Pro API 下线通告",
            "V4.1 Flash 强推计划一夜蒸发"
          ],
          "tokens": [
            {
              "text": "DeepSeek",
              "normalized": "deepseek",
              "start": 0,
              "end": 8,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "妥协",
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              "start": 8,
              "end": 10,
              "pos": "VV",
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            },
            {
              "text": "!",
              "normalized": "!",
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              "end": 11,
              "pos": "PU",
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            },
            {
              "text": "紧急",
              "normalized": "紧急",
              "start": 11,
              "end": 13,
              "pos": "AD",
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            },
            {
              "text": "撤回",
              "normalized": "撤回",
              "start": 13,
              "end": 15,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "V4",
              "normalized": "v4",
              "start": 16,
              "end": 18,
              "pos": "CD",
              "source": "hanlp"
            },
            {
              "text": "Pro",
              "normalized": "pro",
              "start": 19,
              "end": 22,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "API",
              "normalized": "api",
              "start": 23,
              "end": 26,
              "pos": "NN",
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            },
            {
              "text": "下线",
              "normalized": "下线",
              "start": 27,
              "end": 29,
              "pos": "JJ",
              "source": "hanlp"
            },
            {
              "text": "通告",
              "normalized": "通告",
              "start": 29,
              "end": 31,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": ",",
              "normalized": ",",
              "start": 31,
              "end": 32,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "V4.1",
              "normalized": "v4.1",
              "start": 32,
              "end": 36,
              "pos": "CD",
              "source": "hanlp"
            },
            {
              "text": "Flash",
              "normalized": "flash",
              "start": 37,
              "end": 42,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "强推",
              "normalized": "强推",
              "start": 43,
              "end": 45,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "计划",
              "normalized": "计划",
              "start": 45,
              "end": 47,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "一",
              "normalized": "一",
              "start": 47,
              "end": 48,
              "pos": "CD",
              "source": "hanlp"
            },
            {
              "text": "夜",
              "normalized": "夜",
              "start": 48,
              "end": 49,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "蒸发",
              "normalized": "蒸发",
              "start": 49,
              "end": 51,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 51,
              "end": 52,
              "pos": "PU",
              "source": "hanlp"
            }
          ],
          "entities": [
            {
              "text": "DeepSeek",
              "type": "brand",
              "start": 0,
              "end": 8,
              "source": "dictionary"
            },
            {
              "text": "V4",
              "type": "model",
              "start": 16,
              "end": 18,
              "source": "domain"
            },
            {
              "text": "V4.1",
              "type": "model",
              "start": 32,
              "end": 36,
              "source": "domain"
            }
          ],
          "signals": [
            {
              "id": "emotion_burst",
              "label": "情绪爆点",
              "matched": [
                "情绪爆点"
              ]
            },
            {
              "id": "number_hook",
              "label": "数字悬念",
              "matched": [
                "数字悬念"
              ]
            }
          ],
          "categoryIds": [
            "emotion_burst",
            "number_hook"
          ],
          "emotionScore": 2
        },
        {
          "bvid": "BV1pCY76kEXW",
          "title": "时空乱流!Kimi K2.8横空出世引发热议!Codex负责人Tibo诡异回应用户疑似又要重置! |  AI日报0911",
          "date": "2026-09-11",
          "clauses": [
            "时空乱流",
            "Kimi K2.8横空出世引发热议",
            "Codex负责人Tibo诡异回应用户疑似又要重置",
            "AI日报0911"
          ],
          "tokens": [
            {
              "text": "时空",
              "normalized": "时空",
              "start": 0,
              "end": 2,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "乱流",
              "normalized": "乱流",
              "start": 2,
              "end": 4,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 4,
              "end": 5,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "Kimi",
              "normalized": "kimi",
              "start": 5,
              "end": 9,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "K2.8",
              "normalized": "k2.8",
              "start": 10,
              "end": 14,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "横空",
              "normalized": "横空",
              "start": 14,
              "end": 16,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "出世",
              "normalized": "出世",
              "start": 16,
              "end": 18,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "引发",
              "normalized": "引发",
              "start": 18,
              "end": 20,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "热议",
              "normalized": "热议",
              "start": 20,
              "end": 22,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 22,
              "end": 23,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "Codex",
              "normalized": "codex",
              "start": 23,
              "end": 28,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "负责人",
              "normalized": "负责人",
              "start": 28,
              "end": 31,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "Tibo",
              "normalized": "tibo",
              "start": 31,
              "end": 35,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "诡异",
              "normalized": "诡异",
              "start": 35,
              "end": 37,
              "pos": "AD",
              "source": "hanlp"
            },
            {
              "text": "回应",
              "normalized": "回应",
              "start": 37,
              "end": 39,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "用户",
              "normalized": "用户",
              "start": 39,
              "end": 41,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "疑似",
              "normalized": "疑似",
              "start": 41,
              "end": 43,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "又",
              "normalized": "又",
              "start": 43,
              "end": 44,
              "pos": "AD",
              "source": "hanlp"
            },
            {
              "text": "要",
              "normalized": "要",
              "start": 44,
              "end": 45,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "重置",
              "normalized": "重置",
              "start": 45,
              "end": 47,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 47,
              "end": 48,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "|",
              "normalized": "|",
              "start": 49,
              "end": 50,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "AI日报",
              "normalized": "ai日报",
              "start": 52,
              "end": 56,
              "source": "domain"
            },
            {
              "text": "0911",
              "normalized": "0911",
              "start": 56,
              "end": 60,
              "pos": "CD",
              "source": "hanlp"
            }
          ],
          "entities": [
            {
              "text": "K2.8",
              "type": "PHONE",
              "start": 4,
              "end": 5,
              "source": "hanlp"
            },
            {
              "text": "Tibo",
              "type": "ORGANIZATION",
              "start": 12,
              "end": 13,
              "source": "hanlp"
            },
            {
              "text": "AI日报",
              "type": "ORGANIZATION",
              "start": 22,
              "end": 24,
              "source": "hanlp"
            },
            {
              "text": "Kimi",
              "type": "brand",
              "start": 5,
              "end": 9,
              "source": "dictionary"
            },
            {
              "text": "K2.8",
              "type": "model",
              "start": 10,
              "end": 14,
              "source": "domain"
            }
          ],
          "signals": [
            {
              "id": "daily",
              "label": "日报式",
              "matched": [
                "日报式"
              ]
            },
            {
              "id": "emotion_burst",
              "label": "情绪爆点",
              "matched": [
                "情绪爆点"
              ]
            },
            {
              "id": "number_hook",
              "label": "数字悬念",
              "matched": [
                "数字悬念"
              ]
            }
          ],
          "categoryIds": [
            "daily",
            "emotion_burst",
            "number_hook"
          ],
          "emotionScore": 3
        },
        {
          "bvid": "BV1U7Yu6tEAR",
          "title": "数学界崩塌!OpenAI 或又攻破千禧年猜想,DeepSeek V4.1 Flash突袭,挥泪斩杀老旗舰! |  AI日报0910",
          "date": "2026-09-10",
          "clauses": [
            "数学界崩塌",
            "OpenAI 或又攻破千禧年猜想",
            "DeepSeek V4.1 Flash突袭",
            "挥泪斩杀老旗舰",
            "AI日报0910"
          ],
          "tokens": [
            {
              "text": "数学界",
              "normalized": "数学界",
              "start": 0,
              "end": 3,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "崩塌",
              "normalized": "崩塌",
              "start": 3,
              "end": 5,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 5,
              "end": 6,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "OpenAI",
              "normalized": "openai",
              "start": 6,
              "end": 12,
              "pos": "NR",
              "source": "hanlp"
            },
            {
              "text": "或",
              "normalized": "或",
              "start": 13,
              "end": 14,
              "pos": "CC",
              "source": "hanlp"
            },
            {
              "text": "又",
              "normalized": "又",
              "start": 14,
              "end": 15,
              "pos": "AD",
              "source": "hanlp"
            },
            {
              "text": "攻破",
              "normalized": "攻破",
              "start": 15,
              "end": 17,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "千禧年",
              "normalized": "千禧年",
              "start": 17,
              "end": 20,
              "pos": "NT",
              "source": "hanlp"
            },
            {
              "text": "猜想",
              "normalized": "猜想",
              "start": 20,
              "end": 22,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": ",",
              "normalized": ",",
              "start": 22,
              "end": 23,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "DeepSeek V4.1",
              "normalized": "deepseek v4.1",
              "start": 23,
              "end": 36,
              "source": "domain"
            },
            {
              "text": "Flash",
              "normalized": "flash",
              "start": 37,
              "end": 42,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "突袭",
              "normalized": "突袭",
              "start": 42,
              "end": 44,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": ",",
              "normalized": ",",
              "start": 44,
              "end": 45,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "挥泪",
              "normalized": "挥泪",
              "start": 45,
              "end": 47,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "斩杀",
              "normalized": "斩杀",
              "start": 47,
              "end": 49,
              "pos": "VV",
              "source": "hanlp"
            },
            {
              "text": "老",
              "normalized": "老",
              "start": 49,
              "end": 50,
              "pos": "JJ",
              "source": "hanlp"
            },
            {
              "text": "旗舰",
              "normalized": "旗舰",
              "start": 50,
              "end": 52,
              "pos": "NN",
              "source": "hanlp"
            },
            {
              "text": "!",
              "normalized": "!",
              "start": 52,
              "end": 53,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "|",
              "normalized": "|",
              "start": 54,
              "end": 55,
              "pos": "PU",
              "source": "hanlp"
            },
            {
              "text": "AI日报",
              "normalized": "ai日报",
              "start": 57,
              "end": 61,
              "source": "domain"
            },
        
  • SKILL.md 14.5 KB
    ---
    name: heya-title-style
    description: 生成 B 站创作者「黑鸦」风格的视频标题:长标题、强情绪、多事件合并。适用于用户要求黑鸦风格,或希望把新闻、科技、游戏、娱乐等内容改写成有冲击力的中文标题。
    ---
    
    # 黑鸦标题风格
    
    本技能用于把主题、事件、产品发布、争议、比赛结果或新闻素材改写成黑鸦式中文视频标题:信息密度高、情绪强、实体明确、多个事件压缩在同一个标题里。
    
    ## 引用资料
    
    使用本技能前,必须查看并吸收以下引用资料,再开始改写标题:
    1. `references/00-llm-brief.md`:LLM 优先读取的压缩摘要,包含核心风格、生成配方、高频素材和代表样本。
    
    2. `references/02-style-analysis.md`:人类可读的完整风格分析报告,需要更细校准时再读。
    
    3. `references/02-style-analysis.yaml`:结构化分析数据,用于程序读取聚合字段;LLM 不需要全文读取。
    
    4. `references/01-titles.csv`:原始标题样本,用于按需查找真实标题语感、标点节奏和近期用词。
    
    5. `references/03-title-features.json`:逐标题 tokens/entities/clauses 调试数据,体量较大。不要全文读取;只有排查具体标题的分词或实体问题时,按 bvid/title 精确检索单条记录。
    
    如果引用资料和下方摘要有差异,以 `references/` 中的最新资料为准。不要只凭本文件里的摘要生成标题;摘要负责快速定位,引用资料负责校准细节。
    
    ## 生成工作流
    
    按顺序执行以下步骤:
    
    ### Step 1: 提取事实
    
    从用户输入中列出:
    - 实体(公司名、产品名、人物名、项目名)
    - 事件(发布、融资、收购、比赛结果、争议等,每条一句话)
    - 日期(如有则用于 `| AI日报MMDD` 收束)
    
    🔴 CHECKPOINT:如果用户输入缺少关键信息(无实体或无事件),先向用户确认再继续。不凭空编造事实。
    
    ### Step 2: 选择公式
    
    根据事件数量选择标题公式:
    - 3+ 事件日报 → 公式 2:`{事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD`
    - 单产品/人物发布 → 公式 1:`{最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!`
    - 人物竞争/冲突 → 公式 3:`{人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!`
    - 模型/产品对决 → 公式 4:`{模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!`
    
    多事件可混合使用多个公式拼合标题。
    
    ### Step 3: 填充词汇
    
    从词汇库和黑鸦专属意象中选择,每条标题必须包含:
    - ≥2 个情绪引爆词(地震、核弹、杀疯、沸腾、疯狂、炸裂、震撼、窒息、裂开)
    - ≥1 个身体反应词(瘫坐、癫痫、冷汗、头皮发麻、后背发凉、全员颤抖、吓晕)
    - ≥1 个荒诞意象(椅子爆炸、开错生死簿、炼化、夺舍、核冬天、血洗)
    
    不确定消息使用"或将、疑似、被曝、传出"等语气。不确定结论不写成确定。
    
    ### Step 4: 组装输出
    
    🔴 CHECKPOINT:在组装前先扫一遍"不要做"反例表,确认没有踩中任何一条。
    
    1. 最强冲突/情绪钩子放标题最前面。
    2. 用 `!;,|` 串联 ≥4 个分句,越长越黑鸦味。
    3. 日报类以 `| AI日报MMDD` 收束,非日报类用 `……` 制造悬念。
    4. 用具体实体、数字、后果替代泛泛词"来了""看看"。
    
    默认输出一个长标题。用户要多个时给 3-5 列,标注 `序号. {风格}式:{标题}`。
    
    ### 🔴 CHECKPOINT: 最终自检
    
    输出标题前必须逐条确认,全部通过才给出:
    - [ ] ≥4 分句?
    - [ ] ≥2 情绪词 + ≥1 身体反应 + ≥1 荒诞意象?
    - [ ] 无编造事实?不确定消息用了模糊语气?
    - [ ] 长度 40-80 字?
    - [ ] 没踩"不要做"反例表中任何一条?
    
    ## 异常处理
    
    | 场景 | 处理方式 |
    |------|---------|
    | 用户未提供日期 | 省略 `\| AI日报MMDD` 或使用当前日期 |
    | 素材偏中性/无冲突 | 加强分句节奏(≥4 分句),降低情绪强度,不硬套荒诞意象 |
    | 用户话题不适合黑鸦风格(如严肃学术、讣告) | 🔴 提示用户此风格偏戏剧化,建议降级为轻度改写或用其他风格 |
    | 用户提供事实不足(仅一个实体名或一句话) | 🔴 向用户请求补充实体、事件、数字后再生成 |
    | 引用文件缺失或读取失败 | 降级为仅凭 SKILL.md 摘要生成,输出前标注 ⚠️ |
    
    <!-- AUTO_START:core-features -->
    ## 核心特征
    
    - NLP 引擎:hanlp 分词/POS/NER,样本 125 条。
    - 标题长度:平均 54.2 字,P75 64 字,P90 72 字;84% 超过 40 字。
    - 信息密度:平均 4.4 个分句,平均 4.21 个分隔符。
    - 情绪强度:17.6% 以感叹号收尾,12.8% 使用疑问钩子。
    - 实体钩子:98.4% 带实体;高频实体包括 AI日报、OpenAI、DeepSeek、Gemini、GPT、Claude、MiniMax、Anthropic、|、奥特曼、马斯克、腾讯。
    - 主导结构:「emotion_burst」命中 91.2%,常与实体、动作、荒诞意象和行业后果组合。
    <!-- AUTO_END:core-features -->
    
    <!-- AUTO_START:core-guidance -->
    写作时把标题当成荒诞新闻戏剧:情绪钩子 → 实体人格化 → 荒诞身体反应(瘫坐/癫痫/冷汗) → 核弹级后果 → 集体命运(死刑/斩杀线) → 日报收束。核心配方:地震/核弹 + 瘫坐/椅子爆炸 + 炼化/夺舍 + 集体死刑/斩杀线。
    <!-- AUTO_END:core-guidance -->
    
    <!-- AUTO_START:title-examples -->
    ## 近期真实标题示例
    
    - 大的要来了,GPT-5.6 三兄弟或于下周上线!
    - 人类影视灭亡倒计时!阿里腾讯百度同时出手,可灵AI狂吞190亿融资;阿里内部禁用Claude!| AI日报0703
    - 龙王归来!Gemini 或新版 Pro Flash 齐上阵挑战 Fable !DeepSeek 再遇服务中断惹人遐想!| AI日报0702
    - Fable 5 全球复活引爆核弹!惊曝 Kimi K3 七月推出,原始帖文已删除!| AI日报0701
    - AI圈裂开!Google香蕉闪电疑似明日引爆,华为92B开源血洗战场,Claude又被曝追杀用户+Fable 5将身份验证!| AI日报0630
    - AI圈热议!DeepSeek官方突然预告 V4 正式版引爆银河系!但高峰价格直接翻倍……  | AI 日报0629
    - Anthropic 全员颤抖!达里奥瘫坐椅子上!Grok 4.5 已将整个 Cursor 炼化,马斯克说马上就打到 Opus 家门口!| AI日报0628
    - AI圈大地震!DeepSeek 开源核弹:V4 没换代,但被 DeepSeek 装上火箭了!| AI日报0627
    - Token 服务终于要被收编了!信通院牵头,22家单位集结,AI计费江湖迎来大清算……
    - AI圈大型灵异事件!OpenAI 疑似开错生死簿:Pro 用户一觉醒来额度蒸发,账号像被 OpenAI 后台夺舍…… | AI日报0625
    - 六月飞雪!AI圈核冬天:GPT-5.6 推迟;Gemini 3.5 Pro 被嫌弃;Fable 5无归期,Sonnet 5 撑门面!| AI日报0624
    - AI圈失眠:字节连发5款豆包模型统治东半球,核弹无力瘫坐在奥特曼上仿佛看到椅子爆炸!| AI日报0623
    <!-- AUTO_END:title-examples -->
    
    <!-- AUTO_START:vocab-library -->
    ## 词汇库
    
    - 情绪词:地震、核弹、瘫坐、泄露、杀疯、突发、雪崩、沸腾、疯狂、炸裂、震撼、窒息、泄密、裂开
    - 荒诞意象:核弹、瘫坐、癫痫、头皮发麻、海啸、雪崩、后背发凉、冷汗直流、血洗、被踢出群聊、棺材板、龙王归来、眩晕、椅子爆炸、诸神之战、夺舍、硅谷绞肉机、核冬天、开错生死簿、炼化、全员颤抖
    - 动作词:引爆、发布、上线、泄露、开源、全线突围、狙击、接管世界、血洗、全面收网、夺舍、复活、祭出、炼化、收编、追杀
    - 后果词:命运大转折、斩杀线来了、被踢出群聊、集体判处死刑、移交军事法庭、闭源阵营一夜蒸发、大清算、人类灭亡倒计时、血流成河
    - 实体名:AI日报、OpenAI、DeepSeek、Gemini、GPT、Claude、MiniMax、Anthropic、|、奥特曼、马斯克、腾讯、谷歌、Kimi、Qwen、阿里、DeepSeek V4、Google、GPT-5.6、智谱、Fable、字节、Grok、豆包
    - 高频 Token:模型、DeepSeek、OpenAI、引爆、发布、……、Anthropic、硅谷、奥特曼、Claude、核弹、全球、人类、上线、深夜、泄露、Gemini、大地震、地震、来袭
    - 二元短语:深夜引爆、重磅炸弹、全线突围、头皮发麻、吓出癫痫、见证历史、后背发凉、命运转折、横空出世、接管世界、无力瘫坐、系列模型、引爆硅谷、载入史册、正式发布
    - 三元短语:彻底引爆载入、仿佛看到椅子爆炸、命运转折……、人类命运转折、人类踢出群聊、陷入瘫痪……、移交军事法庭、引爆载入史册、载入史册!!!、OpenAI全线突围、Qwen 3.5系列模型、!!!| AI日报0416、……3月13日、……奇点人类、|AI圈大事记0502
    - 跨 Token 搭配:AI日报、AI圈大地震、智谱突然发布核弹 GLM-5.2 引爆AI圈、AI圈已沸腾、Claude Opus 4.7 与 DeepSeek 新、谷歌开源模型 Gemma 4 即将发布、头皮发麻、风控大地震深夜引爆AI圈、华为92B开源血洗战场、华为国产纯血盘古模型2.0正式发布、微信官方Agent“小微”深夜引爆AI圈大地震、智谱 GLM-5.2 或将发布引爆硅谷
    <!-- AUTO_END:vocab-library -->
    
    ## 黑鸦专属意象
    
    - 荒诞身体:瘫坐、椅子爆炸、眩晕、癫痫、冷汗直流、头皮发麻、后背发凉、棺材板、全员颤抖、吓晕
    - 仙侠/网文:炼化、夺舍、祭出、龙王归来、诸神之战、命运大转折、接管世界、踢出群聊、生死簿、开错生死簿
    - 战争/灾难:硝烟弥漫、雪崩、海啸、血洗、血流成河、全线突围、天崩地裂、核冬天、大屠杀
    - 集体命运:集体判处死刑、斩杀线来了、移交军事法庭、被踢出群聊、人类灭亡倒计时
    
    词汇只做调味,不替代事实。素材偏中性时,优先加强节奏和结构,再提高情绪强度。
    
    ## 标题公式
    
    <!-- AUTO_START:structure-formulas -->
    样本修辞信号命中率:
    - emotion_burst: 91.2%
    - number_hook: 83.2%
    - daily: 66.4%
    - absurd_imagery: 36.8%
    - multi_event: 33.6%
    - contrast: 8.8%
    
    推荐公式:
    1. {最强实体} + {突然/重磅/炸裂} + {动作},{对手/行业} + {荒诞反应/后果}!
    2. {事件A};{事件B};{事件C},{集体命运/斩杀线}!| AI日报MMDD
    3. {人物/CEO} 瘫坐在{核弹/椅子}上,仿佛看到了{椅子爆炸/行业毁灭}!
    4. {模型/产品} + {炼化/夺舍/祭出/龙王归来} + {对手/行业},{用户/开发者} 已被{判处死刑/踢出群聊}!
    
    常见开头钩子:重磅炸弹、见证历史、头皮发麻、AI圈大地震、后背发凉、突发、卧槽、AI奇点已至、AI圈已沸腾、【黑鸦Heya】一个视频带你看完Google I、180天断供倒计时、悲哀
    常见结尾钩子:AI日报、战啊……、AI日报3月5日、【黑鸦Heya】一个视频带你看完Google I、奥特曼必须立刻移交军事法庭……、百万程序员的斩杀线来了……、达里奥吓到冷汗直流、发起挽救人类倡议、高价老用户的斩杀线来了、更加自然流畅、谷歌开源模型 Gemma 4 即将发布、或将发布
    常见分隔符:!、,、|、?、;、:、、、|
    
    写作硬约束:
    - 保留用户给出的事实,不编造新公司、新数据或确定性结论。
    - 标题优先 4 个以上分句,用 !、;、,、| 压缩多个事件。
    - 至少组合实体、动作、荒诞意象、行业后果四类信息。
    - 不确定消息使用“或将、疑似、被曝、传出”等语气。
    <!-- AUTO_END:structure-formulas -->
    
    ## 不要做(写作反例)
    
    以下做法直接破坏黑鸦风格,必须避免:
    
    | # | 错误做法 | 为什么错 | 正确做法 |
    |---|---------|---------|---------|
    | 1 | "受到影响""感到压力""面临挑战" | 弱情绪,与黑鸦极强级不匹配 | 改为"瘫坐/全员颤抖/冷汗直流/后背发凉" |
    | 2 | "来了""看看""了解一下""速看" | 泛泛词,无信息密度 | 用具体实体+数字+后果替换 |
    | 3 | 编造事实、数据、公司名、确定性结论 | 虚假信息 | 只用用户提供的事实,不确定用"或将/疑似/被曝/传出" |
    | 4 | 把不确定消息写成确定 | 误导读者 | "据传""疑似""被曝"开头 |
    | 5 | 纯情绪堆砌无事实支撑 | 空洞喊口号 | 每标题 ≥4 分句带具体事件,情绪服务于事实 |
    | 6 | "建议""可以考虑""视情况而定" | 软化措辞,丧失黑鸦的确定感 | 用"必须/已被/或将/直接"等强势措辞 |
    | 7 | 标题 <40 字 | 信息密度不足(84%标题超40字) | 用 `!;,\|` 串联 ≥4 分句,优先 50-70 字 |
    | 8 | 标题 >80 字 | 超出黑鸦长度上限(P90=72字) | 删减次要事件,保留最强冲突 |
    
    ## 写作规则
    
    **输出格式**:默认一个长标题,直接输出。用户要多个时,给 3-5 列标注 `序号. {风格}式:{标题}`。日报类保留 `| AI日报MMDD` 收束标签。风格标签:情绪爆点、多事件合并、数字悬念、日报、对比冲突。
    
    **硬约束**:
    1. 保留用户事实,不编造。不确定用"或将、疑似、被曝"。
    2. 最强冲突放最前,≥4 分句用 `!;,|` 串联,越长越黑鸦味。
    3. 情绪服务于事实:可戏剧化但不把不确定写成确定。
    4. 避免短平标题和泛泛词("来了""看看"),多用具体实体、数字、后果。
    
    **黑鸦风格精髓**:
    5. **荒诞身体 + 标志句式**:用不可能的动作写企业竞争——瘫坐、椅子爆炸、冷汗直流、癫痫、头皮发麻、后背发凉。标志句:`{人物} 瘫坐在{X}上,仿佛看到了{椅子爆炸}`。绝对避免"受到影响""感到压力"。
    6. **仙侠 + 战争隐喻**:炼化、夺舍、祭出、龙王归来、诸神之战;核弹、核冬天、雪崩、海啸、血洗、血流成河。模型发布 = 引爆核弹,裁员 = 血流成河。
    7. **人格化 + 荒谬动作**:不是"A 被批评"而是"A 全员颤抖/底裤露出"。不是"出故障"而是"开错生死簿/夺舍用户"。不是"竞争"而是"追杀/打到门口"。
    8. **集体惩罚收尾**:X 已被判处死刑 / Y 的斩杀线来了 / Z 必须移交军事法庭。用 `……` 制造悬念和命运感。
    9. **情绪强度对标黑鸦极强级**:每标题 ≥2 个情绪引爆词(地震、核弹、杀疯、沸腾、疯狂、炸裂)+ ≥1 个身体反应词(瘫坐、癫痫、冷汗)+ ≥1 个荒诞意象(椅子爆炸、核弹、开错生死簿、炼化)。
    
    

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