csfuwwccsfuwwc/md-skills/skills/hot-topics/SKILL.md

hot-topics

Skill4 starsChanged 3 months agoMITView on GitHub

拉各平台的实时热榜(微博热搜、B站热门视频),用于选题、蹭热点、看今天大家在聊什么。走公开接口,不需要登录、不碰账号。触发场景:今天有什么热点、微博热搜、B站热门、热榜、蹭热点选题、最近流行什么、有什么可以蹭的话题。

2 other projects use a version of this.

Adopted by

Most recently taken up by

chencore/tweet-skillstheir own version, first seen Apr 21, 2026
vikiboss/60s-skillstheir own version, first seen Feb 7, 2026

Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
chencore/tweet-skills★ 77same name
vikiboss/60s-skills★ 46same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository22 other files it gives its agents.
- aihotSkill
- bilibili-creator-finderSkill
- douyin-scraperSkill
- feishu-cli-managerSkill
- funcinating-guidesSkill
- funcinating-newsSkill
- humanizerSkill
- humanizer-zhSkill
- imap-smtp-emailSkill
- lark-base-replicaSkill
- oss-uploadSkill
- seedance-promptSkill
- shopifySkill
- skill-publisherSkill
- skill-vetterSkill
- slider-captchaSkill
- tikhub-querySkill
- tiktok-scraperSkill
- video-downloadSkill
- wechat-scraperSkill
- weibo-scraperSkill
- xiaohongshu-scraperSkill

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SKILL.md

平台热榜

python3 scripts/hot.py                    # 全部源
python3 scripts/hot.py weibo --limit 30   # 单个源
python3 scripts/hot.py --json             # 给机器读

── weibo ──
  1. C罗宣布结婚  (1,158,817)
     https://s.weibo.com/weibo?q=%23C罗宣布结婚%23
── bilibili ──
  1. 《影之刃零》预购开启，11分钟实机预告公开  (2,526,863)
     https://b23.tv/BV1Hmuv68EWW

--json 每条给 {source, title, heat, url, extra};extra.rank 是平台原始位次 (丢掉空条目后不重排号,否则报出来的名次跟平台对不上)。退出码 0 至少一个源成功 / 1 全挂。

源	拉什么	接口
`weibo`	热搜榜(~50 条)	`weibo.com/ajax/side/hotSearch`
`bilibili`	热门视频榜	`api.bilibili.com/x/web-interface/popular`

怎么用这些热点

热榜给的是话题词和标题,不是可以直接发的内容。典型接法:

拉热榜 → 人或模型挑出跟自家品类沾边的
拿到话题词后再去深挖:xiaohongshu-scraper / douyin-scraper 看这个词下面别人怎么写、 bilibili-creator-finder 找这个方向的 UP
素材要存下来复用 → oss-upload

别直接把热搜词当选题。热搜里大量是社会新闻、明星八卦,跟品牌调性硬蹭会翻车; heat 高只说明流量大,不说明适合你。

加新平台

往 SOURCES 里加一个 fetcher 就行,别在调用方分支判断。fetcher 契约: fetch_xxx(limit, get_json=None) -> [{source, title, heat, url, extra}],拉不到抛 HotError。

坑

微博裸调 403:必须先访问 weibo.com 拿访客 cookie,带着同一个 cookie jar 再调接口。代码里已经做了,别把这层"优化"掉。
Referer 必须按源给:B 站接口收到微博的 Referer 会直接 403。别做一个"通用 HTTP 客户端" 把 header 统一了 —— 这个 skill 踩过。
接口是公开非官方的,平台随时可能改。挂了就是挂了,fail-closed 抛错,不要退化成静默返回空列表 —— 空榜和抓不到是两回事。
只读公开数据,不登录、不带账号 cookie。别为了多拉点数据去挂登录态,那是另一个风险等级。

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