mildsky7777-max/house-x-template

House Stack is a Python-based X (Twitter) automation template aimed at indie builders who want to grow an account consistently without manually writing and scheduling every post. It is described as built by a Korean indie builder targeting 100K or more followers, and is released under the MIT license. The system runs five layers. A capture layer runs hourly, scraping trending topics, personalized feed recommendations, specific orbit accounts, and engagement notifications. A generation layer uses scheduled prompts to select and polish drafts from a queue file (drafts.json), then posts them via Playwright, a browser automation library, so no paid X API tier is required. A quality layer runs a gate before each post that checks for over 50 AI-sounding language patterns (such as "delve," em-dash overuse, and parallel symmetry), Korean machine-translation patterns, and banned phrases. An 8-reviewer council evaluates drafts on substance, brand fit, hook strength, risk, and authenticity. An engagement layer sends rate-limited automatic replies to verified accounts at 5 to 10 per hour. The fifth layer is self-evolving: 24 hours after a post goes live, a script scrapes engagement metrics and scores them using a weighted formula (replies and bookmarks weighted more heavily than likes). Results are logged as experiments. A weekly automated retrospective reads those logs, proposes rule changes, and writes them back to a central mandates file, creating a feedback loop that adjusts posting rules based on actual performance. Daily post volume targets 8 to 15 posts. Multiple voice modes are enforced by the quality gate.