planning-with-files

Organize complex project tasks using markdown files by applying a three-file pattern: task_plan.md for goals and phases, notes.md for research, and a deliverable file for final outputs, keeping everything synchronized.

The best way to maintain context and minimize memory buildup during long-running tasks is file-based persistence, storing working context on disk using markdown files rather than keeping it active in memory.

Start a workflow tracking planning, research, and deliverables by creating a task_plan.md with a clear goal and phases, then iterate through researching, writing notes, updating the plan, and delivering the final output.

Yes, this persistent file workflow is designed for multi-phase research tasks and long-running initiatives, applying a read-before-decide workflow to keep planning, notes, and deliverables synchronized across all steps.

Use a three-file markdown pattern for project management when complex tasks require structured, repeatable loops for planning, researching, and synthesizing, and when minimizing context buildup is critical for long-running initiatives.