Pro Workflow

The core loop is elegant: when you correct Claude, it proposes a rule, you approve it, and future sessions avoid that mistake. You also get 18 hook events for customization, pre-flight discipline rules that catch errors before they happen, worktree-based parallel sessions so you never wait on long operations, and a wrap-up ritual that captures what actually got learned. It works across 32+ AI coding tools via SkillKit, not just Claude Code. The split memory architecture (AGENTS.md, SOUL.md, LEARNED.md) keeps large projects organized. This compounds over time because every correction makes the system smarter.