planning-with-files

You can track complex multi-step tasks by creating a markdown file like task_plan.md to store durable notes, define goals, and log progress across various tool calls for persistent verification.

Persistent planning is a framework using markdown files to manage durable notes and track progress for multi-step workflows in software development, research, and project management.

Yes, markdown files provide a lightweight framework for project management, enabling durable notes and progress tracking for multi-step tasks without requiring a database backend.

Start planning by creating a task_plan.md file, outlining your goal, and breaking the process into distinct phases with built-in verification loops to ensure accurate completion.

A persistent task plan is needed when your project spans multiple tool calls, requires detailed organization, and involves complex verification steps across software development or research.