Stateful Skills Turn Agent Advice Into Workflows

[repo, ai, agent-skills, runbooks, workflow-rig, opencode, claude-code, course-builder] maps directly to joelclaw skills and workflow-rig: encode setup procedures as resumable agent runbooks with state checks and human gates