Self-Improving Skills (Reflect)

Overview

The Reflect system enables continual learning across sessions. Instead of starting from zero every conversation, Claude learns from corrections, successful patterns, and user preferences - persisting knowledge in skill-specific MEMORY.md files.

Session 1: User corrects button style → Reflect captures learning → saves to frontend skill
Session 2: Claude uses correct button style without being reminded
Session 3+: Knowledge compounds, Claude gets smarter over time

Architecture

Skill-Specific Memory

Each skill has its own MEMORY.md file storing learned patterns: