Optimize your X (Twitter) posts using the official open-source algorithm. Analyze engagement signals, get AI-powered suggestions, and maximize your reach.
The definitive guide to maximizing reach on X (Twitter), based on reverse-engineering the open-source algorithm
ReachOS v4 — open-source reach optimizer for X. Aligned to xai-org/x-algorithm (May 2026): 22 signal predictors, BYOK AI, self-hostable. Chrome extension + Next.js API.
Score and optimize tweets based on X's real open-source algorithm (xai-org/x-algorithm). 19-action scoring engine for OpenClaw agents.
ΔØ Equilibrium Scorer — Drop-in replacement for X's recommendation algorithm
Phoenix-powered X/Twitter content engine for Claude Code: draft, optimize, score, post, engage, and analyze using real 2026 algorithm weights. No APIs needed.
Score and optimize X/Twitter posts using the actual open source algorithm (xai-org/x-algorithm, Jan 2026). Built from the Phoenix scoring model, weighted scorer, and 19 engagement signal predictions.
the for you ranking function, written out and verified: full equation, constants, common claims vs code, reproducible spreadsheet model. pinned to xai-org/x-algorithm @ a389166
AI agent skill for crafting viral tweets, based on the open-source X algorithm (xai-org/x-algorithm)
An open-source simulation matrix and sandbox to test, score, and optimize content against X's (Twitter) recommendation algorithm weights.
Claude Code skills for growing on X (Twitter), built on the open-source xai-org/x-algorithm (Phoenix) code — audit, write, and reverse-engineer posts the way the algorithm actually ranks them.
A Claude skill that teaches Claude to write X (Twitter) posts engineered against the open-source For-You ranker. Sourced from xai-org/x-algorithm + twitter/the-algorithm + Community Notes.
Tracking X algorithm changes, PRs, and issues. Verifying what actually changed before I post.
Heuristic drafting assistant for X posts, informed by published recommendation-system code.
Claude skill that writes high-engagement tweets, threads and content calendars for X, reverse-engineered from the open-source xai-org/x-algorithm repo. Generic for any account, niche or language.
Run X's open recommendation algorithm safely under IBA
X（Twitter）算法逻辑、爆款音色心智、长效粉丝回流运营手册 / Practical X (Twitter) Growth & Content Playbook
The source is public. The live knobs aren't. Evidence-checked claims and an agent skill for X's 2026 For You algorithm.
Extract the ranking weights behind X's For You feed, and diff them between snapshots
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