autoplan

To automate product design and engineering reviews, you can trigger a single command that sequentially executes CEO, design, and engineering evaluations from disk to produce a fully reviewed plan.

An automated review pipeline orchestrates sequential evaluations and auto-decides intermediate questions using six core principles, surfacing only taste decisions like borderline scope at a final approval gate.

Yes, you need an upstream gstack environment setup on your disk to execute the automated plan reviews, as the pipeline relies on this environment to run and log telemetry.

Yes, you can batch execute CEO, design, and engineering reviews in one step by invoking the autoplan command, which reads the required review skills from disk and runs them sequentially.

The best way to ensure consistency across product development review workflows is to use an end-to-end automation layer that standardizes auto-decisions and logs an audit trail for every generated plan.

You should not use a fully automated review pipeline when a plan requires highly subjective taste decisions upfront, as the pipeline auto-decides intermediate questions and only surfaces borderline scope at a final gate.