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The Nonstop Agent Generator is a specialized capability for Claude Code designed to scaffold and manage persistent, autonomous agent harnesses. It automates the complex process of setting up agents that can work independently over long periods, featuring interactive requirement gathering, deep analysis of existing codebases (including automated test execution), and the generation of structured Python or TypeScript environments. By implementing the '2-Agent' pattern and using standardized progress tracking through feature lists, this skill ensures that AI agents remain focused, secure, and capable of incremental progress without losing state.