Setup & Installation
npx skills add https://github.com/microsoft/continual-learning --skill continual-learning
https://github.com/microsoft/continual-learning
View on GitHubWhat This Skill Does
A guide for building persistent memory into AI coding agents. It covers hook-based capture, two-tier storage (global and project-local), reflection patterns, and compaction rules so agents carry knowledge forward across sessions. Without this, every agent session starts from zero — corrections, conventions, and failure patterns all disappear, so the same mistakes repeat indefinitely.
When to use it
- Working with continual learning functionality
- Implementing continual learning features
- Debugging continual learning related issues