The author proposes a method for organizing AI tasks by creating a 'coordinator' skill. This approach allows multiple specialized AI skills to interact without being merged into a single, complex instruction set.
The coordinator skill acts as a manager that selects appropriate skills, determines the workflow, and handles task handoffs. It can request missing information from the user or return to a previous skill if a task requires refinement.
This 'federation of skills' approach enables AI to handle more comprehensive projects while maintaining modularity. It reduces the need for manual intervention during routine transitions between different AI-driven processes.
To implement this, the author suggests documenting the workflow between two existing skills, including what data is transferred and when the task is considered complete. This documentation serves as the basis for the coordinator's instructions.
Additionally, the developer of the official Telegram macOS client stated that neural networks now write almost the entire codebase for the client. He suggested that developers who continue to write code manually should be dismissed.






