planning-with-files

Organize complex multi-step tasks by creating Markdown files like task_plan.md for phases, findings.md for research storage, and progress.md for session logging to maintain external memory and track progress.

File-based project management prevents information loss by using persistent Markdown files as an external memory system, ensuring research discoveries and session logs are stored across findings.md and progress.md for continuous task recovery.

The best way to track task breakdown is through a structured file-based planning system that outlines goals in task_plan.md and logs ongoing execution states in progress.md to prevent multi-stage workflow derailment.

The 3-strike error handling protocol works by logging all errors to prevent repetition, stopping task derailment after three consecutive failures, and ensuring complex project execution remains strictly on track.

You can use persistent files for automatic session recovery by maintaining progress.md session logs that capture execution states, allowing interrupted complex tasks to resume without losing critical context.

You need external memory files for context engineering when facing large research projects or multi-stage software development tasks where maintaining continuous focus and preventing information loss are critical.