lesson

Records corrections and hard-won behavioral rules as confidence-weighted lessons for similar future work.

When to use it

Use when the user requests learning, gives an always-or-never rule, corrects the approach, or a past mistake recurs.

Give it a correction or learned rule; it saves a distilled lesson and echoes the saved rule for veto.