planning-with-files

You can persist planning artifacts to disk by maintaining structured markdown files like task_plan.md, findings.md, and progress.md. This ensures project goals, findings, and progress survive across sessions for complex, long-running initiatives.

The best way to coordinate task planning across sessions is using on-disk memory. By enforcing structured files such as task_plan.md and progress.md, agents and teams share a persistent memory to track phases and report progress seamlessly.

Track research project findings and progress using markdown by writing discoveries to findings.md and milestones to progress.md. This structured file strategy maintains research data and phase tracking through session handoffs.

Yes, you can use markdown templates for long-running data migration initiatives. Creating a task_plan.md allows you to document migration phases, while progress.md and findings.md coordinate goals and decisions across tools and sessions.

You need on-disk memory for workflow planning when managing complex, multi-step tasks where goals and decisions must survive sessions. It is essential for research projects, data migrations, and long-running initiatives requiring structured phase tracking.

Yes, persistent planning works for seamless handoffs between tools and sessions. By keeping a shared memory on disk using task_plan.md, findings.md, and progress.md, teams ensure planning artifacts and progress remain accessible continuously.