planning-with-files

File-based planning manages complex multi-step tasks by creating persistent markdown files like task_plan.md, findings.md, and progress.md. This external memory prevents information loss and keeps goals in focus throughout lengthy research or development workflows.

The best way to track progress during a software development workflow is maintaining a progress.md file alongside task_plan.md and findings.md. This structured approach meticulously logs discoveries and tracks execution phases, ensuring no critical detail is missed.

Persistent external memory improves research project management by utilizing Manus-style principles to maintain attention. Storing plans and findings in markdown files ensures organized execution and error tracking, preventing context loss across many tool calls.

Yes, you can use markdown files for task management across multiple development phases. Creating a task_plan.md file allows you to meticulously plan each phase, while findings.md and progress.md track discoveries and execution status throughout the project.

Yes, file-based planning works without external dependencies for context management. It solely relies on creating and maintaining markdown files within your project directory to implement structured planning and persistent external memory.