autoplan

Automated plan review orchestrates CEO, design, and engineering skills from disk to apply auto-decisions and deliver a fully vetted plan. Running a single command produces a complete, ready-to-ship plan with minimal human input.

An auto-decision pipeline reads loaded skills from disk and applies six decision principles to drive approvals across CEO, design, and engineering reviews. It surfaces taste-level notes at a final gate to flag edge cases for human reviewers.

Yes, automated plan review requires CEO, design, and engineering skills loaded on disk with the required frontmatter in SKILL.md. It uses these existing skill files to orchestrate the full review sequence and apply automatic decisions.

The best way to produce a ready-to-ship plan with minimal manual input is running a single orchestration command. It sequentially applies CEO, design, and engineering reviews, using six decision principles to automate approvals and surface final taste-level notes.

Surfacing taste-level notes during plan review happens at the final gate after automated decisions are applied. The pipeline flags edge cases from the CEO, design, and engineering reviews to help human reviewers understand nuanced context before shipping.

Fully automating design and engineering plan reviews limits human input to a final gate where taste-level notes are surfaced. While auto-decisions drive the pipeline using six principles, nuanced edge cases still require human review before the plan ships.