spec-driven-dev

You can generate testable specifications by running feature ideas through a state-machine pipeline with EXPLORE, REQUIREMENTS, DESIGN, TASKS, and SYNC phases to produce structured design docs and tasks. This workflow applies frontmatter-driven templates and validation to maintain traceability between requirements and tickets.

Spec-driven development for AI projects is a structured process that transforms ideas into a full spec suite including PRDs, requirements, and design docs. You need this workflow when you want phase-driven synthesis with checkpointing and resumption to ensure traceability across cross-sandbox collaboration.

Maintaining traceability during spec generation is handled automatically by applying evaluators at each phase of the state-machine workflow. The pipeline links requirements to designs, tickets, and tasks, ensuring every generated artifact is validated and connected through frontmatter-driven synchronization.

Yes, spec-driven development supports cross-sandbox execution and synchronization with the OmoiOS API. The SYNC phase of the state-machine workflow enables collaborative orchestration by pushing validated specifications and tasks across different sandbox environments.

Yes, you need pyyaml and httpx installed to run the spec generation workflow. The skill uses pyyaml for parsing frontmatter-driven templates and httpx to handle API synchronization flows during the cross-sandbox collaboration phase.

The best way to automate this is using a phase-driven state-machine pipeline that processes feature ideas sequentially through exploration, requirements, design, and task generation. This approach provides checkpointing and resumption capabilities while applying validation at each step to ensure structured output.