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This skill empowers developers to bridge the gap between human intentions and AI execution by implementing the AGENTS.md specification. It provides a structured framework for documenting tech stacks, repository architectures, and quality gates in a format optimized for AI tools like Claude Code, Cursor, and Copilot. By centralizing commands and coding conventions into a 'README for AI', it ensures that AI-generated code remains consistent with project standards and follows architectural decisions without ambiguity.