A high-efficiency automation tool for tracking real-time topics, monitoring link updates, and aggregating trending news across major platforms.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install content-tracker
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 content-tracker 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 Content Tracker?
The Content Tracker is a specialized utility designed to streamline how users stay informed about rapidly evolving subjects. By leveraging the power of Openclaw Skills, it provides a structured way to monitor industry dynamics, track specific website updates, and aggregate the most relevant content from third-party news sources. It is particularly effective for users who need to filter out noise and focus on high-value information updates.
This skill eliminates the manual effort of checking multiple websites by automating the discovery and summarization process. Whether you are tracking AI developments or monitoring financial news, Content Tracker ensures you receive timely updates without duplicate information through its intelligent deduplication engine.
Content Tracker Use Cases
- Tracking real-time industry dynamics in sectors like AI, Finance, and Technology.
- Monitoring specific competitor URLs or news pages for content updates.
- Generating automated daily or weekly intelligence briefings.
- Aggregating hot topics from major platforms like Weibo, 36Kr, and Tencent News.
- Notifying users of new articles or papers appearing on research sites.
How Content Tracker Works
- The user provides a topic or a specific URL to monitor using the Openclaw Skills interface.
- The skill performs a smart search or scrapes the target URL to identify high-velocity content.
- Content is filtered and deduplicated based on event subjects to avoid redundant notifications.
- Relevant data is summarized into a concise Markdown report highlighting the core insights.
- Reports are saved locally in a structured directory organized by date and topic for easy access.
Content Tracker Setup
To utilize this functionality within your Openclaw Skills environment, ensure you have the prerequisite dependencies and the core tracking skill installed.
# Install required Python environment
pip install requests
# Ensure the base tracking skill is available
# The skill requires Python 3 and Bash
Note: For the initial run, it is recommended to use the --is-first-time true parameter to establish a baseline for future delta tracking.
Content Tracker Data Schema & Taxonomy
The skill organizes all findings into a clear directory structure for better knowledge management:
| Data Component | Format / Path |
|---|---|
| Storage Path | ./我的追踪/{yyyy_mm_dd}/ |
| Filename | {topic_name}.md |
| Briefing Content | Source Title (with links), Core Summary, and Time Markers |
| Metadata | Includes tracking tags and source platform identification |
Content Tracker Advanced Features
- Multi-source aggregation supporting Weibo Hot, 36Kr, Tencent News, and Wall Street CN.
- Intelligent deduplication engine that identifies unique event subjects across different sources.
- Scheduled briefing support for automated morning and evening updates when combined with calendar skills.
- Incremental update tracking that only notifies you when truly new content is detected.
- Local Markdown storage for easy integration with PKM tools or multi-agent research pipelines.
SKILL.md
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