planning-with-files

Task planning context is maintained across sessions by generating and updating persistent Markdown files such as task_plan.md, findings.md, and progress.md. These files keep your goals, discoveries, and progress synchronized and automatically recoverable after a session is cleared.

Organizing multi-step project workflows in Markdown is best handled by creating a dedicated planning workspace that tracks phases, findings, and progress in separate files. This approach keeps complex tasks coordinated and ensures context is preserved between tool calls.

Session recovery for complex task management works by automatically restoring context from persistent on-disk planning files like task_plan.md, findings.md, and progress.md after a session is cleared. This allows you to seamlessly resume multi-step projects without losing track of goals or progress.

Yes, you can coordinate research tasks across many tool calls without losing findings by persistently storing discoveries in a dedicated Markdown file. This ensures all gathered data remains accessible and in sync with your overall task plan throughout the workflow.

No specific dependencies are required to use persistent planning files. The system relies solely on generating and maintaining standard Markdown files on disk, allowing you to integrate persistent memory and task management into your workflows without external packages.