skills

Spin up a complete workspace operating system for any domain that both manages itself and improves itself — from a kickoff input (files, transcripts, or just a prompt). It scaffolds the folders and files, writes a self-managing CLAUDE.md mirrored to AGENTS.md, authors domain skills, packages them into an installable plugin, wires a never-stale janitor (with a read-only doctor) on a schedule, and builds compound-learning and self-improvement loops so the system stays current and gets better at running itself over time. Make sure to use this skill whenever the user wants to set up a workspace, build or scaffold a workspace/operating system, organize a project, turn files or notes into a managed system, or stand up an OS for a new domain — even if they don't say "operating system." Domain-agnostic: consulting, product management, a record label, research, an agency, personal projects, anything.