x-ai-topic-selector

Score Tweets from Lists, Home, or Bookmarks and generate Markdown topic reports.

56|12|Updated Feb 1, 2026
One-click install
npx skills add https://github.com/vigorX777/x-ai-topic-selector --skill x-ai-topic-selector
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: x-ai-topic-selector
Source: https://github.com/vigorX777/x-ai-topic-selector/tree/main
Command: npx skills add https://github.com/vigorX777/x-ai-topic-selector --skill x-ai-topic-selector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This skill automates the extraction and ranking of high-value Tweets from X (Twitter) Lists, Home, or Bookmarks, scores them using data-driven metrics and AI analysis, and generates structured topic reports for content creators.

Core Features & Use Cases

  • Fetch Tweets from Lists / Home / Bookmarks and normalize content for analysis.
  • Score tweets using data metrics or Gemini/OpenAI-compatible AI analysis, then generate Markdown topic reports.
  • Output reports with highlights, topic ideas, and optional translations for English content.

Quick Start

Run the skill against a Twitter List URL or your Bookmarks to generate a topic report.

Frequently Asked Questions about x-ai-topic-selector

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

FAQPage Schema
How do I find high-potential topics from X tweets using AI?

To find high-potential topics from X tweets, this skill processes tweets from Lists, Home, or Bookmarks and scores them using AI analysis to generate a Markdown report of top topic recommendations. It requires a Gemini or OpenAI-compatible API key.

Can I generate a topic report from my Twitter Bookmarks?

Yes, you can generate a topic report from Twitter Bookmarks. The skill fetches and normalizes bookmarked tweets, scores them with data-driven metrics or AI analysis, and outputs a structured Markdown file with highlights and topic ideas.

Do I need a Gemini API key to analyze tweets and generate Markdown reports?

Yes, you need a Gemini API key or OpenAI-compatible API credentials to analyze tweets and generate Markdown reports. These credentials enable the AI scoring and optional English translations for the extracted topic recommendations.

What's the best way to filter X tweets for content analytics?

The best way to filter X tweets for content analytics is by configuring keywords and category filters within the skill. It processes a configurable maximum number of tweets from your specified source and ranks them to produce targeted topic ideas.

Does the topic selector work with Twitter Lists and Home feeds?

Yes, the topic selector works with Twitter Lists and Home feeds. It fetches tweets from these sources, normalizes the content, applies AI-driven scoring, and generates a Markdown topic report with optional translations for English content.

What format are the AI topic recommendations output in?

AI topic recommendations are output in Markdown format. The generated report includes top topic highlights, content ideas, and optional translations for English content, saved to a configurable output path.