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This skill streamlines the creation of AGENTS.md instruction files, ensuring they adhere to industry best practices for AI agent orchestration. It helps developers establish clear project overviews, define verification tools for agentic loops, and maintain a 'Gotchas Codex' to prevent recurring mistakes. By focusing on brevity and modular documentation, it reduces context bloat while providing AI agents with the precise guidance needed to operate autonomously and accurately within any codebase.