code-generator

To generate code from a design document, you provide the document to initiate a phase-based workflow that yields implementation artifacts like scaffolding and modules across new or existing codebases.

Yes, you can preview code modifications before applying them because the workflow generates change previews showing diffs for any modifications to existing files in your codebase.

Phase-based code generation works by breaking software engineering tasks into clearly defined phases with dependencies, orchestrating execution to translate architecture docs into scaffolding, modules, and test stubs.

Yes, the code generation workflow provides token cost transparency by estimating costs per operation and delivering a total budget for the implementation plan.

Yes, you need a design document to start the workflow because the system requires it to produce a phase-based implementation plan and generate the corresponding code artifacts.

The best way to translate architecture docs into scaffolding is using a structured execution workflow that declares operation types, estimates costs, and maintains dependencies between implementation phases.