lesson

To capture lessons durably, you can invoke a hook to detect user corrections after an error or assumption, routing them to update behavioral rules and source-of-truth documents for future reference.

Behavioral rule sharpening is the process of updating always-loaded rules, such as accuracy rules in configuration files or scoped rule directories, to ensure corrections permanently alter future behavior.

You route captured lessons by applying structured routing logic to send corrections to source-of-truth documents and behavioral rules, ensuring the learning is applied to prevent future mistakes.

Lesson capture requires structured routing logic and existing rule updating capabilities to function, meaning source-of-truth documents or behavioral rule files must be present for durable learning.

You need to update behavioral rules when a user correction occurs after an error or false assumption, capturing the lesson to durably prevent the same mistake from repeating in future interactions.