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

Extract the ranking weights behind X's For You feed, and diff them between snapshots

[ARCHIVED — merged into github.com/howardleegeek/growth-os/tree/main/clawmarketing]

⚡ 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

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.

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.

The source is public. The live knobs aren't. Evidence-checked claims and an agent skill for X's 2026 For You algorithm.

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.