autoplan

Automating engineering plan reviews is done by loading CEO, design, and Eng skill files from disk and applying six decision principles. This auto-review pipeline executes a deterministic workflow across all phases, outputting a fully reviewed plan.

An auto-review pipeline is an end-to-end process that evaluates software plans using predefined decision principles. It operates across CEO, design, and engineering phases to auto-decide interactions and surface contentious taste decisions at a final approval gate.

Surfacing contentious taste decisions is handled at a final approval gate within the auto-review pipeline. The system identifies borderline scope, close approaches, and codex disagreements, pausing these specific items for human review.

Generating a fully decided plan with traceable decisions is the primary output of this deterministic auto-review workflow. It executes the complete review lifecycle, providing a comprehensive plan ready for governance, QA, and deployment.

Running an automated engineering review requires having CEO, design, and Eng skill files loaded from disk. These files provide the necessary parameters for the six decision principles applied throughout the review lifecycle.

A limitation of this deterministic auto-review process is that it cannot fully resolve subjective taste decisions. While it auto-decides standard interactions, borderline scope and disagreements must be escalated to a final human approval gate.