the work · proactive-context Deviation. The summary meant to preserve your thinking is where your thinking quietly disappears. Generic model output tends toward an average answer. Human corrections, convictions, and judgment are the scarce signal in the loop. Generated summaries can erase the nuance and voice that made that signal useful. pc stores the human’s literal words locally instead of paraphrasing them. It returns those exact words to the assistant when later work makes them relevant. The goal is to preserve human direction as agents generate more of the implementation. main points as a page → · github