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x-algorithm

Generate X posting strategies with timing, cadence, and thread rules.

Updated Jun 4, 2024
Search Tags:#social media#algorithm#engagement#twitter#ai marketing
One-click install
npx skills add https://github.com/meta-light/meta-light --skill x-algorithm-meta-light
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: x-algorithm
Source: https://github.com/meta-light/meta-light/tree/main/.agents/skills/x-algo
Command: npx skills add https://github.com/meta-light/meta-light --skill x-algorithm-meta-light

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps AI agents to maximize engagement on X (Twitter) while minimizing reach death, by providing a rule set and tooling for optimal posting strategies.

Core Features & Use Cases

  • Algorithm-Friendly Posts: Encodes platform signals into prompt templates for AI agents to generate posts.
  • Safety Heuristics: Includes safety/policy heuristics to avoid penalties.
  • A/B Testing: Provides A/B testing scaffolds for campaign tests.
  • Use Case: For autonomous social agents, community managers, growth teams, and researchers automating campaign tests.

Quick Start

Install the x-algorithm skill and use it to create a posting cadence plan for your AI agent.

Frequently Asked Questions about x-algorithm

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

FAQPage Schema
How do I maximize Twitter engagement for my AI agent?▼

To maximize Twitter engagement for an AI agent, you can apply rule sets for optimal posting strategies focusing on timing, cadence, thread architecture, and media optimization to avoid reach death.

What is the best way to prevent reach death on X with autonomous social agents?▼

Preventing reach death on X involves using safety heuristics and policy rules within your AI agent's workflow to avoid platform penalties during autonomous posting and reply loops.

Can I use this algorithm skill with Claude and ChatGPT for social media posting?▼

Yes, you can use this skill with AI agents like Claude, ChatGPT, Cursor, and Copilot to generate algorithm-friendly posts and execute optimal social media strategies.

How do I run A/B testing for AI marketing campaigns on X?▼

You can run A/B testing for AI marketing campaigns on X by using provided scaffolds to structure campaign tests, allowing your autonomous agents to compare different posting strategies.

Does optimal Twitter posting cadence require hashtag and mention hygiene?▼

Yes, optimal Twitter posting cadence requires hashtag and mention hygiene, as these elements are encoded into prompt templates alongside thread architecture and media optimization to drive engagement.

Why does my AI agent's Twitter thread architecture affect engagement?▼

AI agent Twitter thread architecture affects engagement because the algorithm evaluates structural signals; applying specific rules for threads and reply loops ensures your content maintains optimal reach.

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