An advanced AI news aggregator that identifies and ranks high-impact artificial intelligence developments while filtering out SEO noise.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install toutiao
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 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 AI News Toutiao?
AI News Toutiao is a specialized Openclaw Skills agent designed to deliver authentic, high-signal intelligence from the rapidly evolving AI landscape. Unlike standard search tools that are often dominated by SEO-optimized marketing pages, this skill focuses on capturing fermenting trends across product launches, research papers, industry shifts, and community-driven viral phenomena. It synthesizes information into concise Chinese summaries, providing developers and business leaders with a clear view of what actually matters in the AI world.
The skill operates on a multi-dimensional search matrix, ensuring that it doesn't just scratch the surface. By cross-referencing news across newsletters, community discussions on platforms like GitHub and Hacker News, and official corporate announcements, it provides a balanced perspective that minimizes bias and maximizes technical accuracy.
AI News Toutiao Use Cases
- Catching up on the last 24 hours of global and local AI breakthroughs.
- Summarizing weekly AI trends for internal team briefings or newsletters.
- Monitoring high-heat community discussions to identify the next viral AI tool or library.
- Tracking research papers and funding rounds to understand market direction.
- Investigating controversial or emerging topics in AI safety, ethics, and regulation.
How AI News Toutiao Works
- Multi-Dimensional Layered Search: The agent executes searches across six distinct dimensions (A-F matrix) covering weekly reports, community heat, and official releases.
- Cross-Validation: It identifies events mentioned across 3+ sources and performs targeted deep-dives to verify details and minimize noise.
- De-duplication and Merging: Multiple reports of the same event are merged into a single canonical entry, prioritizing authoritative primary sources.
- Heat Assessment: Every item is ranked on a 1-5 star scale based on signals like social media virality, official backing, and technical breakthrough potential.
- Summary Generation: The agent produces a structured report with concise summaries, importance interpretations, and verified source links.
AI News Toutiao Setup
To integrate this skill into your environment, ensure you have the Openclaw Skills framework initialized and call the news agent using the following configuration:
# Example of triggering the AI News Toutiao skill via CLI
openclaw run ai-news-toutiao --mode standard --duration 24h
Ensure that the reference files sources.md, source-catalog.md, and search-matrix.md are present in your local references/ directory to guide the agent's search logic.
AI News Toutiao Data Schema & Taxonomy
The skill organizes findings into a structured hierarchy based on heat levels. Data is typically presented in the following format:
| Feature | Description |
|---|---|
| Heat Rating | 1 to 5 stars based on cross-source verification and impact. |
| Summary | A concise Chinese description (under 50 characters) per item. |
| Links | Primary authoritative HTTPS links and 1-3 supporting evidence links. |
| Metrics | Statistics on total items collected, search count, and dimension coverage. |
| Observation List | Unverified or ongoing events for future tracking. |
AI News Toutiao Advanced Features
- Depth Control: Choose between
quick(8-12 items),standard(15-25 items), ordeep(25+ items) reporting modes. - Signal-to-Noise Filtering: Hard threshold requiring at least 8-12 searches across 6 dimensions before outputting results to ensure high density.
- Absolute Datetime Normalization: Automatically converts relative time references (e.g., "yesterday") into absolute dates to prevent ambiguity.
- Multi-Regional Coverage: Simultaneous tracking of both Global and Chinese AI ecosystems to provide a comprehensive outlook.
SKILL.md
Loading
Related Openclaw Skills
RDK X5 AI Detect
A high-performance AI inference engine designed to run computer vision and lightweight LLMs on the RDK X5 10TOPS BPU.
OpenClaw Hot Skills
A discovery and ranking assistant that helps users find, compare, and safely install the most popular skills from ClawHub.
Price Monitor
A real-time price tracking and alert system designed to monitor products and assets across multiple platforms.
Daily News Skill
A comprehensive AI agent skill designed to fetch daily news summaries, hot rankings, and detailed article content via API integration.
Daily Horoscope
A specialized AI skill providing real-time daily astrological forecasts and fortune insights for all twelve zodiac signs.
Serpshot Google Search API
A powerful search skill that enables AI agents to perform real-time Google web and image searches via the Serpshot API.
Featured*
