autoplan

Automating engineering plan reviews is handled by sequentially orchestrating CEO, design, eng, and DX skill checks from disk. The workflow applies a six-principle decision framework to auto-decide standard plan elements, surfacing only subjective taste decisions at a final approval gate.

A six-principle decision framework for auto-decisions is a structured evaluation method applied sequentially during an engineering plan review. It automates standard criteria processing, reserving human intervention for borderline scope, close approaches, and codex disagreements at a final gate.

To run a full plan review gauntlet with a single command, execute the autoplan process when a plan file exists. It proactively prompts next steps, sequentially loading skill definitions from disk to produce a fully reviewed plan without requiring manual question answering.

Yes, the gstack plan-review workflow supports hands-free voice triggers using speech-to-text aliases like auto plan or automatic review. This enables voice-triggered operation to execute the sequential engineering review pipeline without manual keyboard input.

Manual intervention in an automated engineering workflow is required at the final approval gate specifically for taste decisions. This includes reviewing close approaches, borderline scope expansions, and codex disagreements that the auto-decision framework cannot resolve automatically.