start-workflow-mm

Automating end-to-end software development workflows involves orchestrating Build, Analyze, and Verify phases through specialized sub-agents. This skill coordinates the entire lifecycle from initial analysis to automated PR submission with state tracking.

Workflow orchestration handles phase transitions by maintaining a structured workflow state and delegating tasks to specialized sub-agents for each mode. It ensures seamless progression through Build, Analyze, and Verify stages with reproducible results.

Yes, you can run targeted analysis or validation without the full build workflow by using the optional --analyze or --verify modes. These focused modes allow you to execute specific phases of the development lifecycle independently.

The best way to ensure reproducible results across multi-phase development execution is by maintaining a structured workflow state and plan. Stateful planning and traceability enable easy auditing and consistent progression through all orchestrated stages.

Automated workflow orchestration supports git operations through an optional hard-mode behavior. It makes automated PR and push decisions after completing the convergent plan and multi-phase execution, ensuring proper version control integration.

You should not use end-to-end workflow orchestration for simple, single-step tasks that do not require multi-phase coordination or cross-stage state tracking. It is designed for complex lifecycles needing convergent planning and specialized sub-agent delegation.