sdd-apply

To translate a change request into concrete code implementations, load the change details and apply the assigned tasks exactly as specified in the design documents, ensuring strict adherence to project specs.

Task automation and progress tracking support four execution and persistence modes: engram, openspec, hybrid, and none, allowing you to persist progress artifacts according to your project conventions.

To mark task completion and update mem artifacts during code implementation, the system reads registry contexts, loads tasks, writes mem updates, and marks finished items in the tasks.md file.

Yes, you can use this change management orchestration without external dependencies, as the execution and persistence contract operates independently to load tasks and write required artifact updates.

You need workflow orchestration for code implementation tasks when you must strictly follow a change's specs and design, translating specifications into actual code while tracking progress across multiple tasks.