spec-pipeline

You can automate product specification generation by running an orchestrated pipeline that sequentially handles requirement extraction, spec document generation, and automated review. This workflow passes outputs from each stage as inputs to the next, minimizing manual intervention.

Yes, the workflow supports flexible starting points based on existing artifacts. You can jump directly into the spec-generator or spec-reviewer stages instead of starting from the initial interview phase if prior work exists.

The best way to structure a review process for product development is using a sequential pipeline architecture. It separates requirement extraction, document generation, and review into distinct automated stages, ensuring consistency and thorough feedback.

Yes, the pipeline handles automated input passing by feeding the extracted requirements directly into the document generation phase. It orchestrates the stages sequentially, using the output of the interview phase as the input for the generator.

When initiating from scratch, the pipeline begins with the spec-interview stage to gather requirements. There are no stated limitations for this approach; it is designed to handle the entire process from initial idea to review-ready document natively.