What makes this skill different from generic AI writing?

Unlike general AI writers, this skill specifically applies Twitter's open-source ranking principles like SimClusters, TwHIN, and Tweepcred to its recommendations.

Can it help prevent algorithmic penalties?

Yes, it identifies content likely to trigger negative signals—such as blocks, reports, or spam flags—that often result in reduced reach or shadowbanning.

Does it use Twitter's actual source code logic?

Yes, its logic is grounded in the architectural insights and weightings shared in Twitter's official open-source algorithm documentation.

Can this help my tweets go viral?

While no tool guarantees virality, it optimizes the specific engagement signals the algorithm looks for to increase the probability of distribution to non-followers.

Twitter Algorithm Optimizer

Name: Twitter Algorithm Optimizer
Author: hameed0342j

byhameed0342j

0•

社交媒体管理

Optimizes tweets for maximum reach and engagement using Twitter's open-source algorithm insights and ranking principles.

This skill leverages Twitter's open-source algorithm architecture to analyze and rewrite tweets, ensuring they align with core ranking models like Real-graph, SimClusters, and TwHIN. It helps creators understand why specific content underperforms and provides actionable strategies to boost visibility, trigger engagement signals like retweets and replies, and build long-term authority within specific interest communities. By focusing on both explicit signals like likes and implicit signals like dwell time, it transforms standard posts into algorithm-friendly content designed for growth.

主要功能

01Maps content to specific community interests for better niche resonance

02Analyzes tweets against core ranking models like Real-graph and SimClusters

03Identifies and prevents negative signals that lead to algorithmic penalties

040 GitHub stars

05Provides detailed explanations for optimization based on open-source logic

06Rewrites content to maximize engagement signals like replies and retweets

使用场景

01Debugging underperforming content strategy for professional or brand accounts

02Refining tweet drafts to increase organic reach and follower engagement

03Optimizing product launches or technical threads for specific developer communities

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hameed0342j/svh twitter-algorithm-optimizer

For use in Claude.ai and ChatGPT

主要功能

01Maps content to specific community interests for better niche resonance

02Analyzes tweets against core ranking models like Real-graph and SimClusters

03Identifies and prevents negative signals that lead to algorithmic penalties

040 GitHub stars

05Provides detailed explanations for optimization based on open-source logic

06Rewrites content to maximize engagement signals like replies and retweets

使用场景

01Debugging underperforming content strategy for professional or brand accounts

02Refining tweet drafts to increase organic reach and follower engagement

03Optimizing product launches or technical threads for specific developer communities

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hameed0342j/svh twitter-algorithm-optimizer

For use in Claude.ai and ChatGPT