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Skill Trending Topics

OrganizationPopular
ZJU-REAL
skill-trending-topics

抓取微博、抖音、知乎、头条、B站实时热搜,筛选与创作者赛道相关的热点,输出二创选题建议。 当用户说"今天有什么热搜""热点""最近大家在聊什么""追热点""蹭热点""二创选题""热搜榜"时使用。 和 skill-news-intelligence 的区别:本 SKILL 抓分钟级实时热搜榜做快速二创选题; news-intelligence 做日级深度行业资讯聚合,不抓热搜榜。

Overview

PublisherZJU-REAL
RepositoryEasel
Skill nameskill-trending-topics
Stars
3.5K
Forks
535
Bundled files
1
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by ZJU-REAL on GitHub. Read the source before you install it.

Installation

Install the Skill Trending Topics AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-trending-topics
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/ZJU-REAL/Easel.git /tmp/Easel
mkdir -p .claude/skills
cp -r /tmp/Easel/skills/openclaw/skill-trending-topics .claude/skills/skill-trending-topics
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Trending Topics in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Skill Trending Topics on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Skill Trending Topics is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

热点发现

抓取多平台实时热搜数据,筛选与创作者赛道相关的热点,输出可操作的二创选题。

输入

用户 prompt 中提供以下信息(全部可选):

  • 平台:微博 / 抖音 / 知乎 / 头条 / B站(默认:微博 + 抖音)
  • 赛道/领域:如"科技数码"、"美妆"、"职场"(有 Profile 时自动提取)
  • 目的:浏览热搜 / 找二创选题 / 追热点写内容

输出

markdown
# 热点速报
日期: {date}
平台: {platforms}

## 🔥 全平台热搜 Top 10
| # | 平台 | 话题 | 热度 | 与你的相关度 |

## 🎯 推荐二创选题(3-5 个)
### 选题 1: {标题}
- 热点来源: {平台 + 原话题}
- 二创角度: {怎么切}
- 建议格式: {图文/短视频/thread}
- 时效性: {需要多快发}

## 📊 趋势洞察
{跨平台重合话题、上升趋势、可预判的后续热点}

执行步骤

  1. 抓取热搜数据 — 用 web_fetch 调用下面这些已验证可用的公益 API(返回 JSON,无需 key,环境已配外网代理会自动生效)。按用户指定平台抓取,未指定默认抓微博 + 抖音。

    🚫 绝对不要 web_fetch 平台官网(weibo.com / zhihu.com / douyin.com)或 tophub.today —— 它们对服务器 IP 反爬,返回登录页 / 验证码 / 403,不是数据。也不要用未在此列出的第三方接口(vvhan / tenapi 等未验证,勿用)。

    主源 60s(v2,路径必须带 /v2/) base https://60s.viki.moe:

    • 微博 https://60s.viki.moe/v2/weibo | 抖音 https://60s.viki.moe/v2/douyin
    • 知乎 https://60s.viki.moe/v2/zhihu | 头条 https://60s.viki.moe/v2/toutiao
    • 小红书 https://60s.viki.moe/v2/rednote | 百度 https://60s.viki.moe/v2/baidu/hot
    • 返回 {"code":200,"data":[{"title","hot","url"},...]}(部分端点为嵌套 data.data,解析时都判断一下)。

    备源 xxapi(主源某端点失败时用,尤其 B站) base https://v2.xxapi.cn:

    • 微博 /api/weibohot | 抖音 /api/douyinhot | B站 /api/bilibilihot | 百度 /api/baiduhot

    降级顺序:60s → xxapi → 若全部失败,如实告知并请用户粘贴热搜截图/文字。完整清单与注意事项见 shared/hotlist-apis.md(可选,上面的 URL 已够用)。

  2. 解析数据 — 提取每条热搜的标题和热度值,按热度排序。

  3. 赛道匹配 — 如有 Profile 或用户指定了赛道,过滤出与赛道相关的话题,标注相关度(高/中/低)。无赛道信息时展示全量 Top 10。

  4. 二创分析 — 从相关话题中挑选 3-5 个有二创价值的选题:

    • 有争议性或讨论空间
    • 与创作者定位匹配
    • 时效性窗口足够(不是已经过气的)
    • 能产出差异化内容(不是简单搬运)
  5. 趋势洞察 — 分析跨平台重合的话题(同时上微博和抖音热搜的说明是大事件)、上升趋势、可预判的后续热点。

  6. 输出 — 按输出格式交付。

Profile 感知

  • 有 Profile 时:
    • 读取 identity.md 获取赛道和定位,自动过滤相关热点
    • 读取 style.md 匹配二创建议的内容形式
    • 读取 platforms.md 优先抓取创作者活跃平台的热搜
    • 读取 audience.md 判断哪些热点对目标受众有吸引力
  • 无 Profile 时:
    • 展示全平台 Top 10,不做赛道过滤
    • 二创建议给出通用角度
    • 附注"指定赛道或提供 Profile 可获得更精准的热点筛选"

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Skill Trending Topics AI skill do?

抓取微博、抖音、知乎、头条、B站实时热搜,筛选与创作者赛道相关的热点,输出二创选题建议。 当用户说"今天有什么热搜""热点""最近大家在聊什么""追热点""蹭热点""二创选题""热搜榜"时使用。 和 skill-news-intelligence 的区别:本 SKILL 抓分钟级实时热搜榜做快速二创选题; news-intelligence 做日级深度行业资讯聚合,不抓热搜榜。

Why use Skill Trending Topics on TypingMind?

Because you install it once and use it with any model. Skill Trending Topics is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Skill Trending Topics in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/skill-trending-topics. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Skill Trending Topics?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Skill Trending Topics?

As many as you like. As long as a model supports skills, you can use Skill Trending Topics with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Skill Trending Topics AI skill free?

Yes. It is published on GitHub by ZJU-REAL under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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