Twitter/X Platform Research

Analyze real-time Twitter/X data with search operators, sentiment analysis, and engagement metrics.

6|5|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/OpenAnalystInc/Vibe-Marketer --skill twitter-x-platform-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Twitter/X Platform Research
Source: https://github.com/OpenAnalystInc/Vibe-Marketer/tree/main/.agents/skills/platform-twitter
Command: npx skills add https://github.com/OpenAnalystInc/Vibe-Marketer --skill twitter-x-platform-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, scripts/research/knowledge_base.py, scripts/research/research.py, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides deep insights into real-time Twitter/X data, helping users understand trending topics, viral content, public sentiment, and conversation themes.

Core Features & Use Cases

  • Real-time Data Analysis: Offers real-time monitoring of trending hashtags, public conversations, and viral content.
  • Sentiment Tracking: Tracks public sentiment and conversation themes.
  • Viral Content Analysis: Identifies key viral content and engagement metrics.
  • Use Case: For a social media manager looking to understand the latest trends in the AI industry, this Skill can provide a detailed report on trending topics, sentiment analysis, and influential tweets.

Quick Start

Run the Twitter/X Research Agent with the task "Track AI industry conversations and sentiment".

Frequently Asked Questions about Twitter/X Platform Research

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

FAQPage Schema
How do I track real-time Twitter/X sentiment and viral content for strategic content planning?

To track real-time Twitter/X sentiment and viral content, you need a Python environment to run data retrieval scripts. The Skill analyzes real-time data using advanced search operators, sentiment analysis, and engagement metrics to output strategic content planning insights.

What is real-time Twitter/X analysis and how does it monitor trending hashtags?

Real-time Twitter/X analysis is the process of monitoring public conversations and trending hashtags on the platform. It works by using advanced search operators and Python scripts to retrieve data, providing detailed reports on conversation themes and engagement metrics.

Can I use Python scripts to retrieve Twitter/X data for public sentiment tracking?

Yes, you can use Python scripts to retrieve Twitter/X data for public sentiment tracking. The Skill requires a Python environment and access to the Twitter/X platform to execute its data retrieval scripts and process sentiment analysis metrics.

What's the best way to analyze viral content and engagement metrics on Twitter/X?

The best way to analyze viral content and engagement metrics on Twitter/X is using advanced search operators combined with sentiment analysis. This approach identifies key viral content and tracks public conversation themes for social media strategy.

Do I need access to the Twitter/X platform to run social media strategy research?

Yes, you need access to the Twitter/X platform to run social media strategy research. The Skill requires this platform access alongside a Python environment to retrieve real-time data and execute the necessary research scripts.