Kaizen

Every mistake or correction is signal. This skill captures it immediately — before the turn ends and the context is lost — as a short, permanent note in kaizen/.

The philosophy (from Japanese manufacturing): small, continuous improvements compound. A 5-10 line note written now can save hours later.

When to invoke

Invoke when you detect any of these signals:

Signal	Examples
Explicit correction	"no", "wrong", "not like that", "undo that", "that's incorrect"
Path redirect	User asks you to stop and restart differently after you've made progress
Self-correction	You catch an error mid-task and have to backtrack significantly
Implicit correction	User re-explains something you already got wrong; visible frustration