planning

To prevent goal drift in project management, use persistent markdown files like task_plan.md, findings.md, and progress.md to record plans, log actions, and track execution state. This enforces rules for reading before deciding and updating after acting to maintain focus.

The best way to track progress and log errors for research projects is by maintaining progress.md and findings.md files. This approach enforces a strict protocol to log errors and avoid repeated failures by persistently documenting task execution and research outcomes.

To set up persistent task planning for software engineering, initialize task_plan.md, findings.md, and progress.md files. These markdown documents manage multi-step execution by defining phases, documenting research, and tracking milestones to prevent lost progress.

Yes, markdown-based task management prevents repeated execution errors by enforcing a strict protocol that logs failures in progress.md. By reading previous error logs before deciding on the next action, you avoid duplicated mistakes during complex workflows.

You need persistent markdown files for workflow execution when handling complex, multi-step tasks, research projects, or long-running processes. They prevent goal drift, lost progress, and repeated errors by maintaining a durable record of plans and actions.

A limitation of using markdown files for project management is the strict reliance on manual updates to task_plan.md and progress.md. If execution rules are not followed to log actions and read findings before deciding, the persistent tracking mechanism breaks down.