Self-Improvement

Capture, review, promote, and extract durable lessons so future sessions avoid repeating the same mistakes.

Core idea

Use this skill for reusable learning, not for every bump in the road.

A good entry usually has at least one of these properties:

• It corrected a wrong assumption.
• It revealed a project-specific convention.
• It required real debugging or investigation.
• It is likely to recur.
• It should change future workflow, memory, or tooling.

Do not log routine noise such as obvious typos, expected validation failures, or errors that were solved immediately with no transferable lesson.

Important path model