autoplan

Automating end-to-end plan reviews is done by running a single command that reads CEO, design, and engineering skills from disk and executes them with deterministic auto-decisions to return a ready-to-ship plan.

A review pipeline coordinates CEO, design, and engineering sections by applying six decision principles and exposing a final approval gate that surfaces taste decisions for a fully vetted plan.

Yes, you can run a fully hands-off review that proactively handles existing plan files without asking 15 to 30 questions, using deterministic auto-decisions to deliver consistent quality.

The best way to get a ready-to-ship plan is to execute a single review command that coordinates multiple review domains and returns a final plan at an approval gate with consistent, repeatable quality.

You should avoid an automated review pipeline when your plan requires highly subjective or nuanced human taste decisions that cannot be resolved by deterministic auto-decisions at the final approval gate.

Yes, you need existing plan files on disk because the automated review proactively reads these files to enable a seamless, hands-off review process across CEO, design, and engineering domains.