autoplan

You can automate full feature plan reviews by orchestrating a pipeline that sequences CEO, design, and engineering assessments from disk. This pipeline applies a consistent decision framework to surface edge cases, risks, and recommendations across code, design, and documentation without manual prompts.

An automated plan review pipeline reads review skills from disk and executes them in sequence with auto-decisions. It applies six decision principles to evaluate plans and surfaces taste decisions at the final gate, preserving auditability throughout the software engineering process.

To run end-to-end plan validation using gstack tooling, execute the automated review command to let the pipeline read and sequence review skills. It will emit final review artifacts automatically, applying its decision framework to validate the plan.

No, the automated plan review pipeline does not require manual prompts. It applies a consistent decision framework to automatically surface edge cases, risks, and recommendations across code, design, and documentation while preserving auditability.

The limitation of automating taste decisions in a software engineering plan review is that they cannot be fully auto-resolved. The pipeline applies six decision principles but specifically surfaces taste decisions at the final gate for human review, ensuring auditability is preserved.