ai-elements-workflow_skill

Overview

This skill provides practical guidance for building interactive workflow visualizations using Vercel AI Elements together with React Flow in Next.js apps. It documents component assembly, node and edge patterns, and recommended configurations to create editable, performant node-based diagrams. Use it to accelerate implementation of canvas-based workflow editors, process maps, and AI-driven flow visualizations.

How this skill works

The skill describes how to compose Canvas, Node, Edge, Connection, Controls, Panel, and Toolbar components to render a React Flow canvas prewired for workflow scenarios. It explains node data shapes, custom node type rendering, edge types for active or conditional paths, and how to wire connection behaviors and UI controls. Example code shows node and edge arrays, nodeTypes/edgeTypes maps, and how to mount controls and panels inside the Canvas.

When to use it

• Building interactive node-based workflow editors or diagramming tools.
• Visualizing process flows, decision branches, and AI pipelines in Next.js apps.
• Implementing custom nodes with structured headers, content, and footers.
• Adding contextual node toolbars and canvas-level panels or controls.
• Creating conditional or animated edge styles to indicate active paths.

Best practices

• Model node data with clear fields for label, description, handles, content, and footer to keep renderers simple.
• Use nodeTypes and edgeTypes to separate presentation from data and reuse components across workflows.
• Mark active flows with animated edges and mark error/conditional routes with a temporary edge type.
• Keep Canvas fitView enabled for initial layout and expose Controls for zoom/pan ergonomics.
• Place export or global actions in a Panel to keep node toolbars focused on contextual actions.

Example use cases

• A visual editor for AI pipelines where each node represents a model step and edges indicate data flow.
• A business process map with decision nodes and conditional outputs visualized using temporary edges.
• An operations dashboard that highlights currently active workflows via animated edges.
• A low-code automation builder allowing users to add, edit, and connect custom nodes.
• Embedding a compact toolbar on each node for quick actions like edit, duplicate, or delete.