In the paper, they give part of their system prompt:

> * After EVERY exploreXX.py run, IMMEDIATELY update this file [plan.md] before doing anything else. * No exceptions. Do not start the next exploration until the previous one is documented here.

Is this known to improve performance for advanced problem solving? If so, why this specific prompt?