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🔥 Daily Hot Aggregator

v7.1.0

🔥 一键获取全平台热榜!B站+抖音+微博+头条,一站搞定所有热点。自媒体运营必备!免费使用,定制开发请联系作者。

0· 130·1 当前·1 累计
by @qq853632587 (蓝天)·MIT-0
下载技能包
License
MIT-0
最后更新
2026/3/29
安全扫描
VirusTotal
Pending
查看报告
OpenClaw
可疑
high confidence
The skill mostly does what it says (aggregate and analyze hot lists), but the source contains a hard-coded Weibo cookie token and other places that expect user-supplied webhooks/configs — this mismatch and embedded credential are unexpected and warrant caution.
评估建议
This package is functionally coherent with its stated purpose, but exercise caution before installing or running it: 1) Inspect and remove any hard-coded credentials (fetch_all.py contains a Weibo 'SUB' cookie). Do not run code that contains someone else's cookie — remove it or replace with your own credential or a code path that fails gracefully when not present. 2) Review wechat_push.py (and wechat_push_config.json) before adding any webhook endpoints — the skill will send data you collect to ...
详细分析 ▾
用途与能力
Name/description (multi-platform hot-spot aggregator) matches the included Python scripts (fetch_all.py, analyzer.py, content_recommender.py, hot_alert.py, wechat_push.py). Required binary (python3) is appropriate. However, the fetch_weibo implementation includes a hard-coded 'Cookie' header with a SUB value embedded in source — a credential-like value that is not declared in requires.env and is not appropriate to be baked into source control.
指令范围
SKILL.md instructions are scoped to collecting, analyzing, reporting, scheduling, and push-notifications. They reference local files (hot_reports/, wechat_push_config.json, alert_config.json) and external endpoints consistent with the stated platforms (bilibili, douyin, weibo, toutiao). There is no instruction to read unrelated system files or to exfiltrate arbitrary data. The only noteworthy behavior is that the push feature sends data to user-provided webhooks (expected for push functionality).
安装机制
There is no install spec (instruction-only in SKILL.md) and no remote download/install executed by the skill bundle. Code is provided in plain Python files; nothing in the package.json or SKILL.md indicates fetching arbitrary archives or running installers from untrusted URLs.
凭证需求
The registry metadata declares no required environment variables, yet the code contains a hard-coded Weibo 'SUB' cookie value inside fetch_all.py and uses cookie headers for some endpoints (douyin 'ttcid=0', weibo SUB). Embedding a credential-like value in source is disproportionate and unexpected. The skill also expects users to supply webhook URLs via wechat_push_config.json (normal), but the presence of a baked-in authentication cookie should be reviewed — it could be stale, tied to someone else's account, or a privacy/security risk if it grants access beyond public endpoints.
持久化与权限
The skill does not request always:true, does not modify other skills, and only writes/reads files within its own data directory (hot_reports/, alert_config.json, wechat_push_config.json). It suggests scheduling via OpenClaw cron but does not force persistent installation or escalate privileges.
安全有层次,运行前请审查代码。

License

MIT-0

可自由使用、修改和再分发,无需署名。

运行时依赖

无特殊依赖

版本

latestv7.1.02026/3/28

优化企微群推送:支持Markdown表格格式、webhook方式、去除推广信息

● Pending

安装命令 点击复制

官方npx clawhub@latest install daily-hot-aggregator
镜像加速npx clawhub@latest install daily-hot-aggregator --registry https://cn.clawhub-mirror.com

技能文档

一个技能搞定所有平台热榜!B站 + 抖音 + 微博 + 头条

✨ v7.0 新功能

  • 企微群推送 - 自动推送热榜到企微群
  • 热点预警 - 新上榜、高热度话题实时预警
  • 选题推荐 - AI推荐各平台创作选题
  • 数据分析 - 数据对比、热词提取、HTML报告
  • 定时任务 - 每日自动收集、推送、分析

📦 安装

npx clawhub@latest install daily-hot-aggregator

🚀 使用

数据收集

# 获取所有平台 Top 5
python3 fetch_all.py --top 5

# 获取指定平台 python3 fetch_all.py --bilibili --top 10 python3 fetch_all.py --douyin --top 10 python3 fetch_all.py --weibo --top 10 python3 fetch_all.py --toutiao --top 10

# 生成摘要 python3 fetch_all.py --summary --output daily_report.json

数据分析

# 生成HTML美化报告
python3 analyzer.py --date 2026-03-29 --html

# 提取热词 python3 analyzer.py --date 2026-03-29 --keywords

# 与前一天对比 python3 analyzer.py --date 2026-03-29 --compare

热点预警

# 运行预警检测
python3 hot_alert.py --date 2026-03-29

# 添加监控关键词 python3 hot_alert.py --add-keyword "周杰伦"

# 查看所有关键词 python3 hot_alert.py --list-keywords

选题推荐

# 单平台推荐
python3 content_recommender.py --platform douyin --top 3

# 全平台推荐 python3 content_recommender.py --date 2026-03-29

企微推送

# 添加推送群(webhook方式)
# 1. 在企微群添加群机器人,获取webhook地址
# 2. 编辑 wechat_push_config.json 添加配置

# 查看所有群 python3 wechat_push.py --list-groups

# 测试推送 python3 wechat_push.py --test "群ID"

Webhook 配置示例 (wechat_push_config.json):

{
  "groups": [
    {
      "group_id": "数智天团",
      "group_name": "数智天团",
      "webhook": "https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=YOUR_KEY",
      "platforms": ["bilibili", "douyin", "weibo", "toutiao"],
      "enabled": true
    }
  ]
}

⏰ 定时任务配置

使用 OpenClaw cron 功能设置自动收集:

每日热榜收集(每天 9:00)

任务名:🔥 每日热榜收集
时间:每天 09:00
功能:自动收集四平台热榜数据并保存

小红书热榜收集(每天 9:30)

任务名:📕 小红书热榜收集
时间:每天 09:30
功能:使用浏览器获取小红书真实数据

每周趋势分析(每周一 10:00)

任务名:📊 每周热榜趋势分析
时间:每周一 10:00
功能:分析本周热点趋势,生成周报

HTML美化报告(每天 12:00)

任务名:📈 生成热榜美化报告
时间:每天 12:00
功能:生成HTML可视化报告,提取热词

每日选题推荐(每天 12:30)

任务名:💡 每日选题推荐
时间:每天 12:30
功能:为各平台推荐创作选题

热点预警检测(每天 4次)

任务名:🔔 热点预警检测
时间:每天 10:00, 14:00, 18:00, 22:00
功能:检测新上榜、高热度话题并预警

📁 数据存储

数据自动保存到 hot_reports/ 目录:

hot_reports/
├── daily_report_2026-03-29.json      # 四平台热榜数据
├── daily_report_2026-03-30.json
├── xiaohongshu_report_2026-03-29.json # 小红书热榜
├── weekly_summary_2026-03-29.json     # 每周趋势报告
└── report_2026-03-29.html             # HTML美化报告

📊 支持平台

平台状态数据内容
B站✅ 正常热门视频排行榜
抖音✅ 正常热搜榜
微博✅ 正常热搜榜
今日头条✅ 正常热点新闻

💰 定制服务

免费使用本技能,如需以下服务请联系作者:

  • 🔧 定制开发:多平台数据聚合方案
  • 📊 数据分析:跨平台热点趋势分析
  • 🤖 自动化部署:完整的数据监控系统
  • 📱 系统集成:对接企业内部系统

联系方式:

  • 📱 QQ:2595075878
  • 📧 邮箱:2595075878@qq.com

⚖️ 免责声明

本技能所获取的数据来自各平台公开API,仅用于个人学习和技术研究目的。

  • 📌 数据来源:B站、抖音、微博、今日头条公开API接口
  • 📌 非商业性质:本技能为开源免费工具,不涉及任何商业引导
  • 📌 版权说明:所有数据内容的版权归各平台所有
  • 📌 使用限制:请遵守各平台用户协议,禁止用于非法用途
  • 📌 免责条款:本技能按"现状"提供,使用者需自行承担使用风险

📄 许可证

MIT License

数据来源:ClawHub ↗ · 中文优化:龙虾技能库
OpenClaw 技能定制 / 插件定制 / 私有工作流定制

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