autoplan

An automated end-to-end review pipeline executes CEO, design, engineering, and DX review skills sequentially from disk with auto-decisions, producing a final ready-to-ship plan using a single command.

An auto-decision review pipeline reads multiple review skill definitions from disk and runs them in sequence, coordinating decision principles to deliver a single approved plan while surfacing taste decisions at an approval gate.

Automating code review gates requires a single-command workflow that triggers the full review gauntlet with auto-decisions, bypassing long series of manual questions to output an approved plan.

The automated review pipeline surfaces borderline scope, close approaches, and codex disagreements at an approval gate, ensuring taste decisions are highlighted before final plan delivery.

A hands-off end-to-end review pipeline requires review skills to be present on disk to execute, and surfaces taste decisions at an approval gate rather than making autonomous subjective choices on borderline scope.

Autoplan requires review skills to exist on disk to read and execute them in sequence, but requires no manual configuration or question answering to produce the final ready-to-ship plan.