machbuilds

Bootstrap a new project from atom — the project-starter template — without leaving Claude. Use when the user says "start a new project", "new project from atom", "bootstrap from a template", "scaffold a new repo from atom", or similar. Drives the conversational atom bootstrap (project context → scaffold → constitution → first phase) from any directory. Only for STARTING a project; not for maintaining atom itself or building atom's features.

Cross-project learning store. nucleus is the user's memory of every session; learnings is their playbook of patterns to carry forward.

Race the same feature spec through multiple AI models via Git worktrees. Compare and merge the winner.

Turn a folder of static HTML into a live commenting surface and act as the agent that responds. Inject a client library, start a local server, watch an on-disk inbox; when the user highlights text, picks an element, drags a region, or asks a question, read it and edit the HTML in response. If the user has no HTML yet, generate a polished self-contained page from their description first, then start the comment loop. Trigger phrases — "make this page interactive", "make these pages interactive", "let me comment on this page", "make this interactive", "add feedback to this page", "comment on this page", "build me a page", "create an html page", "turn this into a page", "make a page about", "design a page for", "make an interactive page from this".

Use when starting any nontrivial task, triaging a bug, planning an approach, handling an incident, or when unsure how to even begin. Senses which Cynefin domain the situation is in (Clear, Complicated, Complex, Chaotic, Confusion) and switches working method to match. Also use for "classify this backlog" (map mode) and "prod is down" (incident mode).