A sophisticated extraction tool that identifies and ranks high-value posts from X based on engagement metrics like retweets and likes.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install x-search-highlights
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 x-search-highlights 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 X Search Highlights?
X Search Highlights is a specialized tool designed to bridge the gap between massive social media feeds and actionable insights. By leveraging the framework provided by Openclaw Skills, it automates the process of searching X (Twitter), scrolling through results, and extracting posts that meet specific engagement thresholds. This ensures that users focus only on high-impact content, saving hours of manual filtering.
The tool utilizes a weighted algorithm to prioritize content that has been shared and liked by the community, making it an essential asset for researchers, marketers, and developers who need to stay ahead of trending topics and expert discussions. It integrates seamlessly with browser automation to provide a clean, structured output of social data.
X Search Highlights Use Cases
- Discovering trending discussions and expert insights on specific technical or niche topics.
- Curating high-engagement content for social media research or digital marketing strategy reports.
- Filtering out low-quality noise from X search results to find authoritative voices.
- Automating the collection of high-value tweets for periodic industry newsletters or research papers.
How X Search Highlights Works
- Navigates to the X search interface using the provided search query and optional parameters.
- Executes automated scrolling cycles to load a broader range of candidate posts from the dynamic feed.
- Extracts raw data from the DOM, including text, author information, and engagement statistics.
- Calculates a custom engagement score for each post using weighted metrics (Retweets: 5x, Likes: 2x, Views: 0.01x).
- Filters and sorts the results based on user-defined thresholds for likes and maximum result counts.
- Outputs the final curated list in the requested format, such as structured Markdown or raw JSON.
X Search Highlights Setup
To install this tool into your environment, use one of the following methods:
# Install via ClawHub
clawhub install x-search-highlights
# Manual installation via Git
git clone https://github.com/Ghostwritten/x-search-highlights.git ~/.openclaw/skills/x-search-highlights
Ensure that bb-browser is installed and that you have an active X.com login session within your browser profile for successful data extraction.
X Search Highlights Data Schema & Taxonomy
The skill organizes its extracted data into structured formats. Below is the metadata taxonomy used during processing:
| Attribute | Description |
|---|---|
| text | The main content of the post or tweet. |
| author | The handle of the user who published the post. |
| engagement_score | Weighted score calculated for ranking high-value content. |
| metrics | Numerical counts for likes, retweets, replies, and views. |
| url | Direct link to the original post on X. |
| timestamp | The date the post was published. |
X Search Highlights Advanced Features
- Custom engagement algorithms that prioritize shares over views to ensure content quality.
- Flexible output formatting options including specialized Markdown summaries and parseable JSON objects.
- Adjustable scroll depth to balance between deep research and fast execution speeds.
- Support for Openclaw Skills integration, allowing it to be part of larger multi-agent research workflows.
SKILL.md
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