x-algorithm

What This Skill Does

The x-algorithm skill is a specialized knowledge base and strategy engine for AI agents operating on X (Twitter). It embeds the core principles of X's ranking mechanics, engagement hierarchies, and viral growth strategies directly into your agent's workflow. This skill empowers your AI to draft posts that optimize for the algorithm's reward functions, specifically focusing on engagement velocity, content type weighting, and the avoidance of platform-level reach penalties. It acts as an internal consultant that vets your agent's drafts against proven data-driven success metrics.

Installation

To integrate this skill into your OpenClaw environment, use the command: clawhub install openclaw/skills/skills/nextfrontierbuilds/x-algorithm. Ensure your agent has appropriate permissions to interface with your content generation pipeline for real-time analysis.

Use Cases

• Content Vetting: Automatically review draft tweets to ensure no external links are placed in the main body.
• Engagement Optimization: Generate threads instead of single posts for complex topics to maximize dwell time and reach.
• Timing Alignment: Adjust posting schedules to match the 8 AM to 2 PM weekday peak visibility window.
• Velocity Strategy: Drafting high-impact hooks that drive immediate replies in the critical first two hours of posting.
• Vibe-Coding Integration: Seamlessly working with Cursor, Claude, or ChatGPT to maintain a non-corporate, human-centric tone.

Example Prompts

1. "Analyze my current draft tweet about AI agent frameworks. Does it violate any reach-killing rules, and can you rewrite the hook to drive more replies?"
2. "I am planning a product launch for next week. Help me structure a 5-part thread that maximizes engagement based on the x-algorithm success metrics."
3. "Review my last 10 posts. Which ones were penalized by the algorithm for link usage or hashtags, and suggest a correction for future content."

Tips & Limitations

• Reply Everything: The algorithm highly prioritizes reply threads. Always task your agent with monitoring notifications and responding to every comment.
• Media First: Prioritize generating prompts for video or image-based content, as these carry significantly higher weight than text-only posts.
• Link Management: Never place links in the main post. Always advise your agent to use the 'Reply-link' strategy.
• Constraint: This skill provides strategy and analysis; it does not replace the need for original, high-quality human-in-the-loop content, as repetitive or AI-spammy behavior can still lead to long-term reach degradation.