The text explores the challenges and solutions related to orchestrating workflows across multiple AI tools and clients, particularly focusing on the limitations and potential of current methods like client-side skills and server-side prompts. Client-side skills, such as those used in Claude, provide workflow knowledge but are limited in portability across different clients, leading to fragmented workflow knowledge when multiple tools are used. In contrast, server-side prompts enable centralized orchestration by allowing any client connected to the server to access the same workflow guidance, thus enhancing portability and reducing redundancy. The concept of "remix servers" is introduced as a way to curate and manage workflows by consolidating tools from different servers, allowing for streamlined and scalable workflow orchestration. The text suggests that while skills are suitable for personal preferences and single-client scenarios, server-side orchestration provides a more robust solution for teams using diverse tools, transforming workflow knowledge from tribal to infrastructural.