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The AGENTS.md Generator helps developers organize their codebases for AI agents like Claude by creating a distributed documentation hierarchy that improves model performance. Instead of overwhelming AI assistants with massive files, it implements a 'nearest-wins' approach with lightweight root files and detailed sub-folder guidance. This skill automates the analysis of your tech stack and directory structure to produce actionable, JIT-indexed documentation that reduces token usage while significantly improving the accuracy and context-awareness of AI-generated code.