hot-aggregator-cn

What This Skill Does

The hot-aggregator-cn skill is a powerful data-mining utility for OpenClaw that functions as a comprehensive cross-platform hot topic aggregator. It seamlessly interfaces with major social and news platforms including Weibo, Zhihu, Baidu, Douyin, Bilibili, Toutiao, and Xiaohongshu to extract real-time trending data. Beyond simple data retrieval, it provides analytical capabilities such as cross-platform topic comparison and keyword-based heat tracking, allowing users to move from passive content consumption to active trend analysis. It serves as an essential tool for social media managers, researchers, and curious users who want a unified view of the digital zeitgeist without switching between dozens of individual mobile apps.

Installation

You can integrate this skill into your OpenClaw environment by running the following command in your terminal:

clawhub install openclaw/skills/skills/guohongbin-git/hot-aggregator-cn

Ensure that your OpenClaw instance is updated to the latest version to maintain compatibility with the API changes of the target platforms.

Use Cases

• Journalism and Media Monitoring: Rapidly identify breaking news stories across multiple regions of the internet to curate newsletters or broadcast content.
• Market Research: Track how a specific industry or brand keyword is discussed across diverse demographics (e.g., professional discussions on Zhihu vs. visual trends on Xiaohongshu).
• Trend Forecasting: Generate comparative reports to understand the velocity of a topic as it spreads from one platform to another.
• Content Creation: Discover what topics are currently dominating public discourse to optimize content engagement strategies.

Example Prompts

1. "热点聚合：请为我总结今天全网最热门的前5个科技类话题，并说明它们分别来自哪些平台。"
2. "对比分析：对比微博和B站目前关于人工智能的热点话题，分析两者的侧重点有什么不同。"
3. "趋势追踪：查询关键词 '新能源汽车' 在所有支持平台上的热度排名和相关讨论热度。"

Tips & Limitations

• Tips: For more specific insights, always specify the time range (e.g., "last 6 hours" or "today") to ensure the data is relevant to your needs. If a comparison is unclear, ask the agent to focus on specific platforms to reduce cognitive load.
• Limitations: The skill relies on external web APIs; therefore, availability is subject to the stability of the target platforms. Extreme traffic spikes during major national events may cause minor delays in data refreshing. Furthermore, cross-platform heat indexing is normalized internally by the agent and should be interpreted as an estimate rather than absolute traffic metrics.