Adapt Workflow

This handles the annoying work of moving a workflow between AI providers, model tiers, or deployment contexts. It walks you through a systematic assessment of what actually changes (prompt formats, context windows, API differences, compliance requirements) and makes sure you don't forget the boring stuff like updating cost estimates and guardrails. The adaptation checklist is practical, covering everything from provider APIs to monitoring thresholds. Worth noting that it requires you to run agent-workflow first to load the context gathering protocol, which makes sense but adds a step. Most useful when you're migrating something production-grade rather than a quick prototype, since it really focuses on the operational details that break in translation.