cycle

End-to-end engineering workflows are orchestrated by sequencing atomic skills across plan, audit, code, persona-test, ux-lock, and ship stages. This deterministic cycle coordinates multi-step execution, reducing manual handoffs and ensuring required audits occur before release.

Automating feature development cycles safely requires a workflow that enforces safety rules to prevent auto-fixes and mandates user confirmation across steps. The cycle orchestrator applies these constraints across planning, auditing, implementation, and shipping stages for traceable results.

Coordinating major fixes involves chaining explicit steps: plan, audit-plan, audit-code, persona-test, ux-lock, and ship. This sequence ensures code auditing and UX locking occur deterministically before release, reducing mistakes across frontend and backend development.

Yes, specific stages can be skipped by honoring user flags within the workflow. While the default cycle enforces required audits and safety constraints to prevent auto-fixes, it explicitly allows users to skip steps as needed during orchestration.

Yes, the feature cycle workflow applies to both frontend and backend development. It sequences end-to-end engineering work by coordinating planning, auditing, implementation, and release across atomic skills for any major feature or fix.