React Flow Architect
React Flow Architect is an code AI skill with a core value of Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. It
helps developers solve real-world problems in the code domain, boosting
efficiency, automating repetitive tasks, and optimizing workflows.
Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...
Quick Facts
mkdir -p ./skills/react-flow-architect && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/react-flow-architect/SKILL.md -o ./skills/react-flow-architect/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# ReactFlow Architect
Build production-ready ReactFlow applications with hierarchical navigation, performance optimization, and advanced state management.
Quick Start
Create basic interactive graph:
import ReactFlow, { Node, Edge } from "reactflow";
const nodes: Node[] = [
{ id: "1", position: { x: 0, y: 0 }, data: { label: "Node 1" } },
{ id: "2", position: { x: 100, y: 100 }, data: { label: "Node 2" } },
];
const edges: Edge[] = [{ id: "e1-2", source: "1", target: "2" }];
export default function Graph() {
return <ReactFlow nodes={nodes} edges={edges} />;
}Core Patterns
Hierarchical Tree Navigation
Build expandable/collapsible tree structures with parent-child relationships.
#### Node Schema
interface TreeNode extends Node {
data: {
label: string;
level: number;
hasChildren: boolean;
isExpanded: boolean;
childCount: number;
category: "root" | "category" | "process" | "detail";
};
}#### Incremental Node Building
const buildVisibleNodes = useCallback(
(allNodes: TreeNode[], expandedIds: Set<string>, otherDeps: any[]) => {
const visibleNodes = new Map<string, TreeNode>();
const visibleEdges = new Map<string, TreeEdge>();
// Start with root nodes
const rootNodes = allNodes.filter((n) => n.data.level === 0);
// Recursively add visible nodes
const addVisibleChildren = (node: TreeNode) => {
visibleNodes.set(node.id, node);
if (expandedIds.has(node.id)) {
const children = allNodes.filter((n) => n.parentNode === node.id);
children.forEach((child) => addVisibleChildren(child));
}
};
rootNodes.forEach((root) => addVisibleChildren(root));
return {
nodes: Array.from(visibleNodes.values()),
edges: Array.from(visibleEdges.values()),
};
},
[],
);Performance Optimization
Handle large datasets with incremental rendering and memoization.
#### Incremental Rendering
const useIncrementalGraph = (
allNodes: Node[],
allEdges: Edge[],
expandedList: string[],
) => {
const prevExpandedListRef = useRef<Set<string>>(new Set());
const prevOtherDepsRef = useRef<any[]>([]);
const { visibleNodes, visibleEdges } = useMemo(() => {
const currentExpandedSet = new Set(expandedList);
const prevExpandedSet = prevExpandedListRef.current;
// Check if expanded list changed
const expandedChanged = !areSetsEqual(currentExpandedSet, prevExpandedSet);
// Check if other dependencies changed
const otherDepsChanged = !arraysEqual(otherDeps, prevOtherDepsRef.current);
if (expandedChanged && !otherDepsChanged) {
// Only expanded list changed - incremental update
return buildIncrementalUpdate(
cachedVisibleNodesRef.current,
cachedVisibleEdgesRef.current,
allNodes,
allEdges,
currentExpandedSet,
prevExpandedSet,
);
} else {
// Full rebuild needed
return buildFullGraph(allNodes, allEdges, currentExpandedSet);
}
}, [allNodes, allEdges, expandedList, ...otherDeps]);
return { visibleNodes, visibleEdges };
};#### Memoization Patterns
// Memoize node components to prevent unnecessary re-renders
const ProcessNode = memo(({ data, selected }: NodeProps) => {
return (
<div className={`process-node ${selected ? 'selected' : ''}`}>
{data.label}
</div>
);
}, (prevProps, nextProps) => {
// Custom comparison function
return (
prevProps.data.label === nextProps.data.label &&
prevProps.selected === nextProps.selected &&
prevProps.data.isExpanded === nextProps.data.isExpanded
);
});
// Memoize edge calculations
const styledEdges = useMemo(() => {
return edges.map(edge => ({
...edge,
style: {
...edge.style,
strokeWidth: selectedEdgeId === edge.id ? 3 : 2,
stroke: selectedEdgeId === edge.id ? '#3b82f6' : '#94a3b8',
},
animated: selectedEdgeId === edge.🎯 Best For
- UI designers
- Product designers
- Claude users
- Software engineers
- Development teams
💡 Use Cases
- Generating component mockups
- Creating design system tokens
- React component optimization
- Hook dependency audits
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply React Flow Architect to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Does this work with Figma?
Some design skills integrate with Figma plugins. Check the Works With section for supported tools.
Is React Flow Architect compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for React Flow Architect?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install React Flow Architect?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/react-flow-architect/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Skipping usability testing
AI-generated designs should be validated with real users before development.
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.