How Granular LLM Skill Architecture Replaced $500 in Monthly Marketing Subscriptions

This project demonstrates the shift from expensive SaaS subscriptions to customized, open-source LLM agents for complex digital marketing tasks. By refining skill granularity and routing logic within Claude Code, developers can achieve high reliability in high-stakes environments like ad spend management. It signals a new era where bespoke AI plugins disrupt traditional specialized software markets.