autoplan

Automating sequential review pipelines works by running CEO, Design, and Eng reviews in strict order with phase transition checks, auto-deciding intermediate prompts using six decision principles while logging every choice and surfacing taste decisions for final approval.

Decision automation for review workflows applies six explicit decision principles to auto-decide intermediate AskUserQuestion prompts, logs every automated choice into an audit trail, and surfaces only taste decisions for final human approval.

Setting up sequential reviews for production readiness involves running the pipeline on a feature branch to get architecture checks, design gaps surfaced, and merge-ready engineering tasks, with a restore snapshot and telemetry writes created before changes.

You can auto-decide AskUserQuestion prompts by applying six decision principles to answer intermediate questions deterministically, consolidating fragmented review workflows into a single pipeline that logs every automated choice into an audit trail.

The automated review pipeline creates a restore point before changes, writes local telemetry to ~/.gstack/analytics, and follows explicit filesystem and codex boundary rules to avoid leaking skill internals during the review process.

You should not use an automated decision pipeline when your review workflow requires interactive human input for every intermediate prompt, or when your plan lacks the local gstack review SKILL.md files required for deterministic script execution and telemetry writes.