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.
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 tweets based on X's real open-source algorithm (xai-org/x-algorithm). 19-action scoring engine for OpenClaw agents.
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.
Agent Skill: deep, code-grounded understanding of X's open-sourced For You feed algorithm (xai-org/x-algorithm). Portable across Claude Code, Cursor, Codex, Copilot, and 50+ agents.
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.
An unofficial, full source-read analysis of X's open-sourced "For You" recommendation algorithm - ML ranker, retrieval, Rust pipeline, and Grok-LLM moderation explained for both engineers and everyday users.
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.
AI agent skill for crafting viral tweets, based on the open-source X algorithm (xai-org/x-algorithm)
Graph Integrity and Entropy-Based Pruning (GIEP): Protecting Social Networks from Algorithmic Entropy.
Run X's open recommendation algorithm safely under IBA
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