trending-hub

trending-hub is a skill for Claude Code, Codex from redfox-data/redfox-community-dsh. It costs 82 tokens per session (3,958 once invoked), scanned A, original, MIT.

A trend tracker that combines hot-topic rankings from Douyin, Weibo, Bilibili, Kuaishou, Zhihu, Toutiao, and Baidu. It groups related discussions across platforms and shows how their popularity is changing.

In plain words
What is it for?
Use it to review cross-platform hot-topic rankings, compare how platforms discuss the same event, identify leading topics, export reports, and receive scheduled updates.
Why use it?
Hot topics are scattered across separate services, making them slow to compare. It gives one place to see what is attracting attention and where a topic is heading.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to review cross-platform hot-topic rankings, compare how platforms discuss the same event, identify leading topics, export reports, and receive scheduled updates.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/redfox-data/redfox-community-dsh/trending-hub
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add redfox-data/redfox-community-dsh --skill trending-hub
Clone the repo
git clone --depth 1 https://github.com/redfox-data/redfox-community-dsh

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for trending-hub

README.md
[![agentmods](https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/trending-hub/github.svg)](https://agentmods.dev/skills/redfox-data/redfox-community-dsh/trending-hub)
Your own site
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/trending-hub"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/trending-hub/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for trending-hub

Your own site · 80×15
<a href="https://agentmods.dev/skills/redfox-data/redfox-community-dsh/trending-hub"><img src="https://agentmods.dev/badge/skills/redfox-data/redfox-community-dsh/trending-hub.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 82 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,958 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00082 $0.03958
Opus 5 $0.00041 $0.01979
Sonnet 5 $0.00016 $0.00792
Haiku 4.5 $0.00008 $0.00396

Measured 7d ago against content hash 1c34b017be36, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

trending-hub scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/fetch_hotspot.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- 无第三方依赖(使用标准库 urllib.request)
skills/trending-hub/SKILL.md · 342 lines

How it starts

The opening of the file, as written. The whole thing — 342 lines — stays where its author put it; the contents beside it link to each section on GitHub.

全网热点追踪

1. 简介

一句话定位:全网热点聚合追踪工具,实时抓取抖音、微博、B站、快手、知乎、头条、百度等7大平台热搜数据,一站式查看全网热点。

核心价值:解决内容创作者、市场运营者在热点追踪中的三大痛点:

  • 热点分散难整合:无需逐个平台查看,一次聚合7大平台热榜
  • 跨平台对比困难:自动识别同一事件在不同平台的讨论差异和热度表现
  • 趋势判断模糊:基于热度值、上榜时长、平台覆盖等维度智能预测热点走势

适用对象:内容创作者、市场运营人员、媒体编辑、品牌策划、热点追踪爱好者。

不支持:该技能不支持查询特定热词详情,仅提供全网热点榜聚合查询。

2. 功能特性

核心功能

功能模块 能力描述 核心价值
🔍 全网热榜聚合 实时抓取7大平台热搜数据 一键获取全网热点,告别逐平台查看
🔗 跨平台事件识别 智能识别同一事件在不同平台的表述 自动归并相似话题,避免重复统计
📊 热度趋势预测 基于热度值、时长、平台覆盖预测走势 提前判断热点生命周期,把握创作窗口
📈 TOP10榜单提供 按综合热度排序输出TOP10热点 快速定位高价值选题
💬 跨平台讨论分析 展示不同平台的讨论焦点和差异 深度洞察舆论生态,精准定位受众
⏰ 订阅推送服务 定时推送最新热榜/昨日热榜 持续追踪热点动态,不错过关键机会

特色亮点

  • 小时级更新:数据每小时更新,保持实时性
  • 智能关键词泛化:输入"体育"自动扩展为10个相关关键词
  • 按平台分类输出:百度、知乎、微博、抖音、B站、快手、头条依次展示
  • 完整榜单查看:每个平台最多支持查看完整50条数据
  • 动态智能输出:无数据平台自动跳过,数据不足自动调整展示数量

3. 一键安装

鉴权

获取 API Key

请前往 红狐hub 获取API KEY

配置 API Key

方案1: 以OpenClaw为例,将REDFOX_API_KEY添加到~/.openclaw/openclaw.json中,部分内容如下:

{ "env": { "REDFOX_API_KEY": "ak_xxxx..." } }

方案2: 终端配置:

export REDFOX_API_KEY="ak_xxxx..."

依赖安装

pip install python-dateutil

环境变量配置

变量名 说明 必填
REDFOX_API_KEY 红狐 API Key

4. 使用指南

基础使用

查询最新热榜(默认)
python scripts/fetch_hotspot.py --source "全平台热点事件"

数据为小时级更新,自动查询前一个完整小时。例如:当前时间为 2026-04-16 17:42:00,则查询 2026-04-16 16:00:002026-04-16 17:00:00 的数据。

查询历史热榜
# 查询昨日热榜(假设今天是2026-04-16)
python scripts/fetch_hotspot.py --source "全平台热点事件" --start-date "2026-04-15 00:00:00" --end-date "2026-04-16 00:00:00"

日期范围规则

  • 时间格式为 YYYY-MM-DD HH:MM:SS,也可简写为 YYYY-MM-DD(自动补全为 00:00:00)
  • 日期范围是 [start_date, end_date) 左闭右开区间
  • 例如:--start-date "2026-04-01 00:00:00" --end-date "2026-04-02 00:00:00" 查询的是4月1日当天的数据
  • 最长查询范围:30天

高级使用

筛选特定平台
python scripts/fetch_hotspot.py --source "全平台热点事件" --platforms "wb,dy,bz"

Read the full file on GitHub · 342 lines

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 342 lines · 82 tokens per session scan A 1c34b017be36

Subscribe to this mod's changes

trending-hub is a skill published in the GitHub repository redfox-data/redfox-community-dsh (5 stars, last pushed yesterday), licensed MIT. It adds 82 tokens to every session and 3,958 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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