one-shot

You orchestrate end-to-end project delivery by defining a project idea and letting the skill automate spec, scaffold, implement, verify, and ship phases. It enforces structured decomposition, deterministic scaffolding, and build-loop verification across multiple waves of work.

A human-in-the-loop gate is a mandatory review point during project orchestration that ensures alignment before proceeding to the next phase. It breaks down delivery risk by enforcing human approval before spec, implementation, or shipping stages advance.

You structure reproducible delivery by generating a .project triad containing requirements.md, design.md, and tasks.md. This governance structure ensures deterministic scaffolding and per-wave ownership throughout the implementation phases.

Multi-agent scaffolding works for complex project decomposition by enforcing deterministic phase-driven execution and per-task build-loops. It produces reproducible governance artifacts and enforces mandatory human gates for large, multi-module initiatives.

The best way to automate spec definition and build-loop verification is using an orchestration skill that drives phase-driven execution from concept to shipped product. It generates design documents and tasks, enforcing automated verification steps at each stage.

You should not use automated end-to-end project orchestration for simple, single-module tasks that lack complexity. It is designed for multi-module initiatives requiring structured decomposition, deterministic scaffolding, and mandatory human gates.