autoplan

To automate your product design and engineering review pipeline, you can run a single command that sequentially executes CEO, design, engineering, and DX reviews with auto-decisions. This reads your review skills from disk and applies six decision principles to determine pass or fail outcomes.

An auto-review pipeline for product management is a deterministic execution flow that runs CEO, design, engineering, and DX reviews sequentially. It uses six decision principles to automate pass or fail evaluations and surfaces taste decisions at a final approval gate.

Yes, you can run all major project reviews in a single pass by triggering the full auto-review pipeline. This executes the CEO, design, engineering, and DX review skills sequentially and delivers a final decision without manual back-and-forth.

To start the automated review process, you run the autoplan command with your plan file. This executes the full auto-review pipeline in one pass, applying six decision principles across all review stages to reach a final approval gate.

During automated design and engineering reviews, taste decisions are handled by highlighting near-scope choices and codex disagreements for human review. These decisions are surfaced at the final approval gate rather than being automatically resolved.

A limitation of automating product review workflows with decision principles is that not all choices can be fully automated. Near-scope choices and taste decisions require human review and must be manually resolved at the final approval gate before proceeding.