spec-driven-translation

Spec-driven translation creates a structured migration plan by generating a Product Requirement Document, Project Specification, and Implementation Plan upfront. This documentation captures scope, constraints, acceptance criteria, and validation milestones before implementation begins, reducing rework and alignment gaps.

A validation-driven workflow iterates through choose-implement-validate cycles with externally-verifiable milestones and evidence-rich commits. Each cycle tests against predefined acceptance criteria, then remediates failures within a bounded retry budget until all requirements pass.

Spec-driven translation ingests your source tree to extract intents, constraints, SLAs, and integrations. This analysis feeds the PRD and Project Specification, ensuring business rules and dependencies are captured and carried forward into the modernized codebase.

Yes. Spec-driven translation applies to migrations or translations across frameworks, SDKs, or languages. It covers migration scope, validation criteria, testing, and iterative remediation with a task execution checklist tailored to your upgrade path.

The workflow enters remediation with a bounded retry budget. Failed validation triggers evidence-rich commits documenting the failure, then implements fixes and re-validates. This cycle repeats until acceptance criteria are satisfied or the retry budget is exhausted.

No external tools are required. Spec-driven translation produces a Project Specification, Implementation Plan, and Task Execution Checklist as deliverables. These can integrate with your existing project management workflow or stand alone as migration guidance.