AI & ML
2025

xrithm

Open-source AI post architect aligned with social feed distribution algorithms

Description
xrithm is an open-source writing assistant tailored for tech builders, creators, and founders. It breaks down technical concepts into captivating, algorithm-friendly posts that preserve the author authentic voice while maximizing engagement.
Role
Creator & Lead Developer
Category & Year
AI & ML ©2025
Tech Stack
Next.js, React, TypeScript, Tailwind CSS, Groq API, Framer Motion
xrithm

Core Features Implemented

  • Real-Time Algorithmic Hook Scorer: Evaluates the first 3 lines of posts against distribution metrics, curiosity gaps, and click-through signals
  • One-Click Thread Splitter & Sequencer: Automatically breaks long technical essays into cohesive, numbered X threads formatted for maximum readability
  • Flesch-Kincaid Readability Analyzer: Live AST-based readability calculation ensuring posts remain clear, accessible, and free of unnecessary jargon
  • Local Privacy Mode: Zero tracking or external data storage—all drafts and scoring logic run locally in the browser

System Architecture

  • Client-side AST and readability heuristics calculating Flesch-Kincaid index in real time
  • Server-side prompt chaining evaluating viral hook viability and distribution friction
  • Dynamic thread character boundary detection preserving syntax highlighting and markdown blocks
  • One-click export with instant clipboard formatting and preview mockups matching X dark mode

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