A comprehensive technical guide and rule-set for AI agents to master X (Twitter) engagement and content strategy.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install x-algorithm
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install x-algorithm using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is X Algorithm Mastery?
The X Algorithm Mastery skill provides AI agents with the underlying logic of the X platform recommendation engine. By integrating these Openclaw Skills, your AI coding assistant or agent can generate content that aligns with real-time ranking signals, ensuring maximum visibility and avoiding reach penalties.
This skill synthesizes open-source code analysis and viral data into actionable strategies for developers and creators. It covers everything from engagement weight hierarchies to specific posting patterns that prevent reach suppression, making it an essential tool for anyone looking to automate their social presence effectively.
X Algorithm Mastery Use Cases
- Automating high-engagement thread generation for technical products and software launches.
- Optimizing post timing and content types based on real-time audience behavior data.
- Avoiding common reach killers like improper external link placement in main posts.
- Implementing the Reply Guy strategy to grow account credibility and visibility automatically.
- Designing viral hooks using proven patterns like insecurity, FOMO, or the RIP pattern.
How X Algorithm Mastery Works
- The AI agent accesses the x-algorithm skill to retrieve current ranking weights and engagement hierarchies.
- Content is analyzed against the 4-step process including Candidate Sourcing, Ranking, Filtering, and Serving.
- The skill applies specific constraints such as the No-Link Strategy and Engagement Velocity requirements to the generated content.
- Final output is validated against a pre-posting checklist to ensure algorithm compatibility and optimal formatting.
- The agent suggests the best posting window based on the target audience's timezone and peak engagement hours.
X Algorithm Mastery Setup
To install this skill and begin optimizing your social reach with Openclaw Skills, use the following command in your terminal:
clawdhub install NextFrontierBuilds/x-algorithm
Once installed, your AI agent will have access to the latest X platform strategies and viral frameworks within your local development environment.
X Algorithm Mastery Data Schema & Taxonomy
The skill organizes data into several technical modules based on X internal logic and engagement data:
| Module | Description |
|---|---|
| Engagement Weights | Hierarchy of actions like Replies, Retweets, and Likes and their impact on reach. |
| Ranking Signals | Technical data on recency, engagement velocity, and account credibility levels. |
| Content Rules | Specific constraints and bonuses for videos, images, polls, and threads. |
| Hook Patterns | Templates for high-converting intro sentences for various niches. |
| Posting Schedule | Optimal time blocks for various goals such as Growth or Minimum maintenance. |
X Algorithm Mastery Advanced Features
- Automated Hook Generation using optimized insecurity or opportunity patterns.
- Detailed X Article structural templates for professional long-form content.
- Strategic Thread Takeover workflows for quoting viral posts with value-add content.
- Multi-agent compatibility for vibe-coding environments like Cursor, Claude, and ChatGPT.
- Personality Post ratios to balance technical content with personal connection.
SKILL.md
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