autoplan

You can automate a multi-stage review pipeline by running a single command that sequentially executes CEO, design, engineering, and DX reviews with auto-decisions, producing a ready-to-ship plan.

An automated review pipeline with auto-decisions sequentially runs product, design, engineering, and DX reviews to surface taste decisions and deliver a final approval gate, outputting a ready-to-sign plan.

To surface taste decisions in a product management review, the pipeline uses six decision principles to evaluate close approaches, borderline scope, and disagreements, guiding the final approval gate.

Yes, you can trigger the full design and engineering review pipeline with a single command that loads skills from disk and runs them sequentially to generate a ready-to-ship plan.

Yes, the auto-review pipeline reads the full CEO, design, engineering, and DX review skills from disk, so these skill files must be present in your environment to execute the sequential auto-decisions.

Use an automated review pipeline instead of manual reviews when you need a fast, replicable plan across product, design, and engineering, stitching multiple reviews into a ready-to-sign plan with a final approval gate.