Design Evolution v2

Genetic algorithm over DNA codes + persistent design memory. Simple loop: detect brand → generate population → user selects winners/losers → mutate winners, kill losers, add immigrants → repeat until lock-in. Learning persists across sessions and repositories.

Engine

All state via engine.py. Per-project state in .design-evolution/evolution.yaml. Global memory in ~/.claude/design-memory.db (SQLite, auto-created).

ENGINE="$HOME/.claude/skills/evolve/engine.py"
python3 "$ENGINE" --repo "$REPO" <command> [args]

First Invocation