x-algorithmX (Twitter) algorithm rules & viral strategies for AI agents. Boost engagement, avoid reach death. Works with Cursor, Claude, ChatGPT, Copilot. Vibe-coding ready.
Install via ClawdBot CLI:
clawdbot install NextFrontierBuilds/x-algorithmEverything you need to know about the X (Twitter) algorithm. Based on X's open-source code, viral post analysis, and real engagement data.
| Action | Weight |
|--------|--------|
| Replies | Highest |
| Retweets | High |
| Quote Tweets | High (2x regular posts) |
| Likes | Medium |
| Bookmarks | Medium |
| Views | Low |
| Reports | Negative (kills reach) |
| Goal | Posts/Day |
|------|-----------|
| Minimum | 2-3 |
| Growth | 5-10 |
| Maximum | 15-30 |
❌ Bad: "Check out my article [link]"
✅ Good: "Here's what I learned (thread 🧵)"
→ Link in reply or final thread postInsecurity/FOMO:
"everyone's talking about X... and you're sitting there wondering if you missed the window"
Big Opportunity:
"this is the biggest opportunity of our lifetime"
RIP Pattern:
"RIP [profession]. This AI tool will [action] in seconds."
1. HOOK (insecurity or opportunity)
2. WHAT IT IS (with social proof)
3. WHY MOST WON'T DO IT (address objections)
4. THE [X]-MINUTE GUIDE (step-by-step)
5. YOUR FIRST [N] WINS (immediate value)
6. THE COST (value comparison)
7. THE WINDOW (urgency)
8. CTABefore posting:
Turn on notifications for big accounts → be first with thoughtful reply → their audience discovers you
Find viral post in your area → quote tweet with "Let me explain why..." → add genuine value
Every 5-10 posts, share something personal. Builds connection → higher engagement.
clawdhub install NextFrontierBuilds/x-algorithmBuilt by @NextXFrontier
Generated Mar 1, 2026
A social media manager uses the skill to optimize posting schedules and content types for a tech startup's X account, focusing on video content and thread-based announcements to boost engagement without external links, ensuring high visibility during peak hours.
A personal finance influencer applies the algorithm rules to create viral threads on investment strategies, using controversy and questions to drive replies, while avoiding link penalties by placing affiliate links in replies to maintain reach.
A marketing agency leverages the skill to design X campaigns for e-commerce clients, emphasizing media-rich posts and timed releases during audience awake hours to increase product visibility and engagement without direct sales links in main posts.
An AI developer integrates the skill into an automated agent that posts and replies on X, using the engagement hierarchy to prioritize reply generation and avoid reach death by filtering out external links and optimizing posting frequency.
A subscription-based software that uses the skill's insights to provide real-time analytics on X algorithm performance, offering recommendations for posting times, content types, and engagement strategies to boost user reach and monetize through tiered plans.
A consulting firm offers personalized services to businesses and influencers, applying the skill's rules to audit and optimize X accounts, with revenue generated from one-time audits, ongoing management fees, and performance-based bonuses.
An individual or agency creates and sells viral X content templates, threads, and media based on the skill's best practices, generating revenue through digital product sales, sponsored posts, and affiliate marketing without direct links in main content.
💬 Integration Tip
Integrate this skill into AI agents by using its structured rules for automated posting and reply generation, ensuring compliance with algorithm guidelines to avoid reach penalties.
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