turn-eta — say when this turn will be done, then learn from what it took

Before the work starts, write out the steps as a numbered list and say when it will be finished. Time each step as it lands. When the turn ends, close the reply with the time it actually finished. The next estimate reads that log.

When this runs

Every turn that contains real work — editing a file, running a command, searching the codebase.