Refresh X

Fetch Twitter tweets, cluster them by topic, and generate sentiment insights.

Updated Jun 17, 2026
One-click install
npx skills add https://github.com/aeoncity-demo/myaeon --skill refresh-x-aeoncity-demo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Refresh X
Source: https://github.com/aeoncity-demo/myaeon/tree/main/skills/refresh-x
Command: npx skills add https://github.com/aeoncity-demo/myaeon --skill refresh-x-aeoncity-demo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires Twitter API, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Manages the tracking of a specific Twitter account's tweets, clusters them by topic, and provides a summary with insights about the author's stance or activity.

Core Features & Use Cases

  • Twitter Monitoring: Fetches the latest tweets from a specified Twitter account.
  • Content Clustering: Organizes tweets into clusters based on topic overlap.
  • Insight Generation: Extracts and summarizes the author's stance, claims, or changes in perspective.
  • Use Case: Track your industry leader or competitor and stay informed about their latest tweets, opinions, and product updates.

Quick Start

Trigger the Refresh X skill by providing a Twitter handle or direct URL, e.g., refresh-x @elonmusk.

Frequently Asked Questions about Refresh X

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate Twitter monitoring for latest updates and clusters?

Automate Twitter monitoring by fetching tweets from a specified handle and applying clustering algorithms to group messages by theme. This generates analytical insights on content and sentiment without manual tracking.

Do I need Twitter API access to cluster tweets by topic?

Yes, you need Twitter API access to fetch and parse tweets. The skill requires this dependency to retrieve raw data before applying deduplication and clustering algorithms for topic grouping.

What's the best way to extract insights from a competitor's Twitter account?

Extract insights from a competitor's Twitter account by fetching their latest tweets and clustering them by topic overlap. This summarizes the author's stance, claims, and changes in perspective.

How does tweet clustering handle deduplication and textual analysis?

Tweet clustering handles deduplication and textual analysis by parsing fetched tweets, removing duplicate messages, and grouping content by theme. It formulates analytical conclusions from the processed textual data.

Can I track sentiment changes in tweets using social monitoring scripts?

Yes, you can track sentiment changes using social monitoring scripts that fetch and parse tweets. The skill generates insights on content and sentiment, summarizing the author's stance over time.

Why does Twitter analytics require deduplication before clustering messages?

Twitter analytics requires deduplication before clustering to prevent repeated tweets from skewing topic grouping. Removing duplicates ensures clustering algorithms accurately identify dominant themes and insights.