General skillSocial media content
x-open-source-algorithm-skill
Score and revise X posts using engagement signals, format guidance, and posting plans.
Score and revise X posts using engagement signals, format guidance, and posting plans.
This skill reviews an X post against the engagement signals described by the open-source Phoenix recommendation system, then suggests a format, rewrites, and a posting plan. Its weighted score also incorporates observed 2026 engagement data. Because the released source does not include the platform's exact private weights, the result is an optimization framework rather than a precise reach forecast.
Resource types
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Platforms
Find Xiaohongshu trends and publish or schedule image-and-text posts.
Designs Xiaohongshu covers from content or references.
Public GitHub facts last synced Jul 10, 2026.
Plan TikTok photo slideshows with scripts, cadence, and render-ready prompts
Write and review X posts using policies distilled from public recommendation-system materials.