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This skill provides a comprehensive framework for managing autonomous AI agents, specifically the Iterator and Reviewer agents within the Climpt ecosystem. It establishes a standardized architecture for agent-led workflows, featuring a C3L (Category/Classification/Chapter) prompt management system, flexible completion handlers tied to GitHub issues or project milestones, and robust inter-agent coordination. By utilizing this skill, developers can automate implementation cycles, enforce quality through automated reviews, and maintain consistent agentic behaviors across complex software projects.