A specialized AI agent skill for searching, extracting, and summarizing trending content and public metadata from the Jinri Toutiao platform.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install toutiao-trending
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install toutiao-trending using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Toutiao Hot Trend?
The Toutiao Hot Trend skill empowers AI agents to navigate and analyze the Jinri Toutiao ecosystem efficiently. It is designed to retrieve public articles, videos, and topic pages to generate concise content summaries and trend reports. By utilizing Openclaw Skills, developers can integrate real-time Chinese market insights into their automated workflows without the need for complex API reverse engineering.
This skill focuses on lightweight analysis and ethical data retrieval. It ensures compliance by only accessing public-facing pages and prioritizing human-like interaction patterns to maintain platform stability. It is an essential tool for researchers and marketers looking to stay ahead of viral trends on one of the world's largest content discovery platforms.
Toutiao Hot Trend Use Cases
- Monitoring specific keywords to generate automated summaries of the latest news and viral articles.
- Statistical analysis of hot channels to identify topic distribution and content source trends.
- Extracting public metadata from video pages, such as interaction counts and descriptions, for competitive intelligence.
- Automating the collection of high-engagement titles and tags for content strategy research within Openclaw Skills.
How Toutiao Hot Trend Works
- The skill triggers a navigation request to a specific Toutiao URL or performs a keyword search via the public search entry.
- It handles dynamic rendering of the page to ensure all content, including interaction metrics, is visible.
- Structured data extraction identifies key fields like titles, authors, timestamps, and public engagement data.
- The extracted information is passed through a summarization logic to produce actionable insights.
- Results are returned as a structured data object for use in larger Openclaw Skills automation pipelines.
Toutiao Hot Trend Setup
To get started with this skill, ensure your environment supports browser-based automation for dynamic content rendering.
# Install the Openclaw CLI if you haven't already
npm install -g @openclaw/cli
# Register the Toutiao Hot Trend skill
openclaw skill add toutiao-hot-trend
# Verify installation
openclaw skill list
Toutiao Hot Trend Data Schema & Taxonomy
The skill organizes extracted content into a structured format compatible with various data analysis tools:
| Attribute | Description |
|---|---|
title |
The headline of the article, video, or topic page. |
author |
The creator or source name for the content. |
timestamp |
The publication or update time of the entry. |
summary |
A brief text excerpt or introduction extracted from the page. |
interaction |
Publicly displayed counts for comments, likes, favorites, and shares. |
tags |
Categories and keywords associated with the content. |
source_url |
The direct link to the public Toutiao page. |
Toutiao Hot Trend Advanced Features
- Smart frequency control to prevent bulk scraping and maintain platform compliance.
- Dynamic rendering support specifically optimized for Jinri Toutiao's web architecture.
- Seamless integration with multi-agent systems for collaborative trend reporting.
- Human-in-the-loop triggers for manual verification of complex anti-bot challenges within Openclaw Skills.
SKILL.md
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