A precise specification of nodes and their connections with all the features of data transfer and forwarding, as well as ready-made working examples of node connections, is required for easy and correct AI processing so that the AI can easily create any workflow with a minimum of errors and debugging (or without them at all). Now even the most advanced AIs use outdated and inaccurate data on nodes and workflow, and the documentation docs.n8n.io turns out to be ineffective since it is designed to be read by people and does not contain clear structural data on nodes and connections that the AI would digest better. Then in the request or system prompt (or as a library if it is a RAG system), it will be possible to specify a link to the specification and current examples of nodes and workflow.