twitter-discover

Discover influential Twitter/X accounts via iterative graph exploration and relevance scoring.

9|1|Updated Jul 19, 2022
One-click install
npx skills add https://github.com/benthamite/dotfiles --skill twitter-discover
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: twitter-discover
Source: https://github.com/benthamite/dotfiles/tree/main/claude/skills/twitter-discover
Command: npx skills add https://github.com/benthamite/dotfiles --skill twitter-discover

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users discover high-value Twitter/X accounts within a specific niche by iteratively exploring who accounts follow and analyzing their profiles and content.

Core Features & Use Cases

  • Iterative Account Discovery: Finds relevant accounts by analyzing connections between users.
  • Relevance Scoring: Ranks accounts based on bio relevance and follower overlap.
  • Use Case: A user wants to find influential AI researchers to follow. This Skill can start with a few seed accounts and discover many more by examining who they follow, filtering for relevance, and scoring them.

Quick Start

Use the twitter-discover skill to find accounts related to machine learning.

Frequently Asked Questions about twitter-discover

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

FAQPage Schema
How do I discover high-value Twitter accounts in a specific niche?

Discover high-value Twitter accounts by iteratively exploring who seed accounts follow, analyzing following-list overlap, and scoring bio relevance to curate influential users within your target niche.

What is a hot promise score for Twitter account discovery?

The hot promise score is an algorithm that ranks discovered Twitter accounts by continuously updating relevance scores based on bio content and follower overlap during iterative graph-based exploration.

Can I use this Skill to find Twitter influencers for audience curation?

Yes, you can use this Skill for influencer marketing and audience curation by starting with a few seed accounts and iteratively expanding to find influential users based on following-list overlap and bio relevance.

Do I need the twitterapi-io MCP server to discover Twitter accounts?

Yes, discovering Twitter accounts requires integrating with the twitterapi-io MCP server, which provides the comprehensive data retrieval and analysis capabilities needed for graph-based exploration and profile analysis.

What is the best way to find influential AI researchers on Twitter?

The best way to find influential AI researchers is using iterative graph-based exploration to analyze who seed accounts follow, filtering for niche relevance, and scoring profiles to curate a list of high-value users.

How does graph-based exploration work for social media account discovery?

Graph-based exploration discovers accounts by traversing the following-lists of seed accounts, analyzing the overlap between who they follow, and continuously updating relevance scores based on bio content to rank candidates.