A retrieved document arrives as raw chunks, and most of what they hold is not what the question needed. Compacting them before they enter the window means the agent reads a summary of the document instead of the document. Only the retrieval is compressed. The system prompt, the question, and the answer are what they were.
Paid members: the worksheet and its printable PDF are below ↓