skill-trending-topics

skill-trending-topics is a skill for Claude Code, Codex from ZJU-REAL/Easel. It costs 123 tokens per session (1,261 once invoked), scanned A, original, Apache-2.0.

A real-time trend discovery tool that collects hot-search lists from several social platforms and filters them for topics relevant to a creator’s field.

In plain words
What is it for?
Use it to browse current hot searches and generate follow-up ideas for posts, short videos, or discussion threads.
Why use it?
It reduces the time needed to scan multiple trend lists and find topics that could become timely follow-up content.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to browse current hot searches and generate follow-up ideas for posts, short videos, or discussion threads.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zju-real/easel/skill-trending-topics
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 ZJU-REAL/Easel --skill skill-trending-topics
Clone the repo
git clone --depth 1 https://github.com/ZJU-REAL/Easel

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 skill-trending-topics

README.md
[![agentmods](https://agentmods.dev/badge/skills/zju-real/easel/skill-trending-topics/github.svg)](https://agentmods.dev/skills/zju-real/easel/skill-trending-topics)
Your own site
<a href="https://agentmods.dev/skills/zju-real/easel/skill-trending-topics"><img src="https://agentmods.dev/badge/skills/zju-real/easel/skill-trending-topics/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 skill-trending-topics

Your own site · 80×15
<a href="https://agentmods.dev/skills/zju-real/easel/skill-trending-topics"><img src="https://agentmods.dev/badge/skills/zju-real/easel/skill-trending-topics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 123 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,261 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00123 $0.01261
Opus 5 $0.00062 $0.00630
Sonnet 5 $0.00025 $0.00252
Haiku 4.5 $0.00012 $0.00126

Measured 8d ago against content hash af5e4fc9b2d2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

skill-trending-topics scanned grade A with 0 findings 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 8d ago.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/openclaw/skill-trending-topics/SKILL.md · 81 lines

What it actually says

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

# 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"
Files

What ships with it

1 file 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. 8d ago First seen · 81 lines · 123 tokens per session scan A af5e4fc9b2d2

Subscribe to this mod's changes

skill-trending-topics is a skill published in the GitHub repository ZJU-REAL/Easel (794 stars, last pushed yesterday), licensed Apache-2.0. It adds 123 tokens to every session and 1,261 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.