Problem

Linear history does not scale

As thread volume grows, retrieval speed drops and useful prompts get buried.

Fix

Folder structure by project and stage

Use top-level folders for projects, then split by research, drafting, and execution.

Result

Higher reuse and less prompt repetition

Better organization reduces rework and improves consistency in output quality.