autoplan

Automated review workflows coordinate multi-skill reviews by reading structured design and engineering files from disk to produce a unified, ready-to-ship plan. This eliminates manual coordination by applying predefined decision principles to resolve intermediate questions automatically.

An auto-review pipeline is an automated process that runs CEO, design, and engineering reviews sequentially from disk files. It uses six decision principles to evaluate tradeoffs and surface clear decisions at the gate, outputting a complete plan for release.

Generating a fully reviewed release plan requires reading structured skill files from disk and executing a single command. The pipeline applies governance principles across design and engineering documentation, producing a deliverable plan and review output.

Automated plan generation works specifically with projects that have structured design and engineering documentation stored as files on disk. It reads the relevant skill files directly, applies six decision principles, and outputs a complete plan without requiring external integrations.

The best way to resolve intermediate questions during automated code review is using predefined decision principles applied proactively. The pipeline surfaces tradeoffs and makes auto-decisions at the review gate, ensuring a unified plan output without manual intervention.

A single-command auto-review pipeline should not be used when a project lacks structured design and engineering documentation files on disk. It requires predefined skill files to read and evaluate, so unstructured or ad-hoc projects without governance documentation will not produce usable plan outputs.