Commit the current uncommitted changes: read the diff, group files by logic rather than path (a definition change split from its ripple of usage updates), write conventional-commit messages in English — with the [T###] backlog task id where one applies — and…
Produce a project's initial documentation end to end, from a raw idea to a buildable spec. Use when starting a new project or a major new initiative and you want the full guided flow rather than running each step by hand. Orchestrates gather-context,…
Define the project's development style guide once the stack is chosen: how code is organized (module/folder architecture), named, commented and documented, how errors are handled, and how tests are written. For each dimension where the chosen stack offers…
Design the system's technical architecture from the product spec: elicit measurable quality-attribute scenarios first, then co-design the components AND the concrete technologies together — researching each candidate's current capabilities, pricing and…
Design the development-time architecture — the inner loop that lets an AI agent build the product fast and verify its own work: how to run the whole product locally (Compose topology, prod-parity stand-ins, seed data), how it is tested in an AI-drivable way…
Interview the human to extract maximum context before and during spec work — a relentlessly curious discovery grill that turns a short brief into a rich, shared understanding of what to build. Two roles: as the FIRST step of create-project-spec it runs a full…
Build one backlog task's feature in the working tree. Use as the implementation stage of the build loop — normally spawned fresh per task by run-task, or standalone on a task id. It reads the task's description and acceptance criteria, builds on the current…
Improve the internal structure of the code without changing what the product does. Use in the release phase (run first by release-product, before the audits) or standalone whenever a part of the codebase has become hard to work with. It measures the rot a…