Clarity System

Purpose: Never start significant work without shared understanding. When to trigger: Beginning any task, feature, fix, or when confusion arises.

Messy Input Protocol (Token-Efficient)

When to use: Only when input is vague, stream-of-consciousness, or unclear. When to skip: If the request is already clear, go straight to execution.

The Process