This is a marketing automation framework that leverages Claude AI to analyze posts and generate contextually appropriate comments in a user’s authentic voice. It learns the user’s writing style from their actual comments, passes a 16-point quality checklist, tracks daily activity across communities, and identifies potential leads. The system uses MCP (Model Context Protocol) and Playwright for browser automation to execute batch comment posting across multiple platforms.