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Planning with Files brings the 'Manus' philosophy to Claude Code, solving the limitation of volatile context windows by using the filesystem as persistent working memory. It automatically maintains structured markdown files—task_plan.md, findings.md, and progress.md—to track project phases, research discoveries, and error logs. This skill is essential for multi-step tasks, deep research, or any operation requiring more than five tool calls, ensuring Claude stays oriented and avoids repeating past failures through a structured 3-strike error protocol and robust session recovery capabilities.