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x-algorithm

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Boost X reach by optimizing tweet for engagement

Marketing & Sales#optimization#engagement#twitter#signals#ranking#x-algorithm
Authorhathbanger
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams and creators maximize reach on X (Twitter) by analytically scoring and optimizing tweet content for the For You feed.

Core Features & Use Cases

  • Signal-based scoring: Predicts engagement signals (e.g., P(favorite), P(reply), P(repost), P(quote), P(click)) to compute a final score for each post.
  • Per-post and thread optimization: Analyzes drafts and threads to generate high-engagement variations.
  • CLI-driven workflow: Exposes commands to analyze, optimize, view signals, and generate hooks for more engaging posts.
  • Use case examples: Marketers launching product updates, creators building engagement loops, or teams testing different hooks to maximize reach.

Quick Start

/x-algorithm analyze "Just shipped a new feature" /x-algorithm optimize "Just shipped a new feature" /x-algorithm signals /x-algorithm hooks

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: x-algorithm
Download link: https://github.com/hathbanger/fridas-choppers-gtm/archive/main.zip#x-algorithm

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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