The definitive guide to maximizing reach on X (Twitter), based on reverse-engineering the open-source algorithm
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Updated
Jun 5, 2026 - HTML
The definitive guide to maximizing reach on X (Twitter), based on reverse-engineering the open-source algorithm
Source code for Twitter's Recommendation Algorithm.
Score any tweet with X's own open-sourced algorithm. The exact pre-Phoenix heavy-ranker formula and last published weights - no folklore numbers. Chrome extension + userscript.
Mini-Recsys: A Twitter Recommender Mimic 🧩🕸️📐
Este repositório contém um clone do algoritmo do Twitter implementado em Scala. O código não foi desenvolvido por mim, mas encontrado na internet. Ele representa um exemplo de implementação do algoritmo do Twitter.
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
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.
[ARCHIVED — merged into github.com/howardleegeek/growth-os/tree/main/clawmarketing]
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.
Extract the ranking weights behind X's For You feed, and diff them between snapshots
The source is public. The live knobs aren't. Evidence-checked claims and an agent skill for X's 2026 For You algorithm.
⚡ Crack the X Algorithm & 100x your reach: The open-source Twitter recommendation engine decompiler, Phoenix neural ranker simulator & viral Tweet Doctor AI | Live at https://x.100xprompt.com
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.
Growth 2.0: an autonomous evolutionary loop that hacks Twitter's post-December-2025 ranking algorithm. Karpathy autoresearch × EvoHarness tree search × offline Twitter simulator × Grok opponent study. Encodes lessons from Oyster Labs' Growth 1.0 bootstrap — a hunger game of content strategies inside a simulation arena.
Optimize tweets and X posts for reach using the open-sourced X (Twitter) For You feed algorithm — grounded in xai-org/x-algorithm source, not vibes.
Bilingual, source-grounded visual guide to the open-source X For You recommendation algorithm.
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