by TheMattBerman · Claude Skill · ★ 59
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X Algorithm Optimizer Grounded in X's open-source codebase (, May 2026 release). Code-confirmed mechanics, with inference clearly labeled. Updated 2026-05-15. Re-audited against the May 2026 repo release. Key corrections from earlier versions: scoring weights are private feature-switch params and are NOT in the repo (any specific number is a guess); negative signals use a bounded renormalization, not a cliff; the action list is now confirmed (no , no "Show more"; video action is ); is a hard cutoff not exponential decay; new content-understanding service + ads blending. See SKILL.md "What Changed (2026-05-15)". The Game Changed in 2026 X abandoned hashtag matching and follower counts. The new system is fully neural: Translation: A Grok-derived transformer predicts how users will engage with your post based on engagement-history patterns, and a separate Grox service classifies spam/safety/quality. Gaming hashtags is dead. Alignment is everything. The Weighted Scorer (This Is How You Win) Every post gets a score. The real formula (home-
| Stars | 59 |
| Forks | 13 |
| Language | Python |
| Category | Claude Skill |
| License | MIT |
| Quality Score | 63.5439690760299/100 |
| Last Updated | 2026-05-18 |
| Created | 2026-01-20 |
| Platforms | claude-code, python |
| Est. Tokens | ~7k |
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x-algo-skill is X Algorithm Optimizer - Reverse-engineered from X's actual codebase. Claude Code skill for optimizing X/Twitter content.. It is categorized as a Claude Skill with 59 GitHub stars.
x-algo-skill is primarily written in Python.
You can find installation instructions and usage details in the x-algo-skill GitHub repository at github.com/TheMattBerman/x-algo-skill. The project has 59 stars and 13 forks, indicating an active community.
x-algo-skill is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to x-algo-skill on Agent Skills Hub include skyll, digital-marketing-pro. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.