autoplan

Automating an end-to-end review pipeline involves orchestrating CEO, design, and engineering reviews sequentially. This skill applies six decision principles to auto-process plans and surface taste decisions at a final approval gate.

Running a fully reviewed plan without manual prompts requires a single command that reads skill definitions from disk. It coordinates the entire workflow across local definitions and the gstack runtime to output a ready-to-execute plan.

The six-principle decision framework in review orchestration determines plan direction and surfaces rationales automatically. It evaluates close approaches, borderline scope, and codex disagreements, presenting these taste decisions at a final approval gate.

Yes, local skill definitions work with the gstack runtime for plan orchestration. The process reads CEO, design, and engineering skills directly from disk and applies them to generate a cohesive, ready-to-execute team plan.

No external dependencies are required to orchestrate a full review pipeline. The orchestration operates entirely using local skill definitions stored on disk alongside the gstack runtime environment.

Automated review orchestration is ideal when you need to process full plans rapidly without manual prompting. It surfaces borderline scope and taste decisions at a final gate, reducing friction while maintaining review quality.