Recoup — Capture Lesson (compounding memory)

The box gets smarter per use by writing down what it learns. The discipline: research broadly, write once, never duplicate, make the store discoverable.

When this fires

The user signals a win or "remember this", or a non-trivial problem was just solved (a fix, a workaround, a judgment call). Don't fire for trivial one-liners or generic chat — a learning must be reusable.

Procedure