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Planning with Files introduces a robust, Manus-style memory management system for Claude Code by offloading complex project state to persistent Markdown files. By maintaining a task_plan.md, findings.md, and progress.md directly in the project directory, this skill ensures that critical goals, research data, and error logs remain accessible even as the AI's context window shifts. It is particularly effective for long-running research projects, multi-step development tasks, or any operation requiring more than five tool calls, enforcing a plan-first discipline and a structured three-strike error resolution protocol to prevent repetitive failures.