Learn

A continuous learning system that extracts reusable knowledge from work sessions and codifies it into new Claude Code skills. This enables autonomous improvement over time.

Core Principle: Skill Extraction

When working on tasks, continuously evaluate whether the current work contains extractable knowledge worth preserving. Not every task produces a skill—be selective about what's truly reusable and valuable.

TDD Mapping for Skill Extraction

Skill extraction follows the same discipline as Test-Driven Development: