Run ONE iteration of the Kumihimo build loop — take the next item off the queue, ground it against PLAN.md, build it, verify it, document it, commit it. Use when Thomas invokes /kumihimo-iteration (often wrapped in /loop for unattended runs) or asks for another build pass on Kumihimo. Covers the queue, verification…
Manage the Kumihimo project end to end — report status, groom the queue, dispatch build passes, verify milestones with live demos, close milestones (changelog, retro, push proposal), and prepare releases. Use when Thomas invokes /kumihimo-manage, asks where the project stands, asks what to work on next, or asks for…
Fold the build journal's lessons back into the skills, CLAUDE.md, and CONVENTIONS.md — the "training" pass for this repo's Claude tooling. Use at each milestone close, after every 10 iterations, or when Thomas invokes /kumihimo-retro. One retro is one commit.