learn
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:
| TDD Concept | Skill Extraction |
|---|---|
| Test case | The problem/failure pattern you just encountered |
| Production code | The skill document (.mdc file) |
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