session-learner
Installation
SKILL.md
session-learner
A good learning loop stores stable preferences and rules, not ephemeral artifacts.
Extract durable, reusable lessons from the current session and merge them into CLAUDE.md so future sessions are more aligned. Works as a closed loop with prompt-refiner, which generates preference signals from user choices.
Quick Reference
| Signal | Action |
|---|---|
| Stable repeated preference | Learn as rule |
| Explicit user correction | Learn immediately |
| One-off different choice | Usually do not learn |
| Full prompt text | Never store |
| Code facts / file paths | Never store |
| Secrets / keys / passwords | Never store |
| Nothing worth learning | Say so, don't force it |