Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/shep-ai/shep/react-flownpx skills add shep-ai/shep --skill react-flowgit clone --depth 1 https://github.com/shep-ai/shepWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00065 | $0.02894 |
| Opus 5 | $0.00032 | $0.01447 |
| Sonnet 5 | $0.00013 | $0.00579 |
| Haiku 4.5 | $0.00006 | $0.00289 |
Grade A, and why
react-flow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 447 lines — stays where its author put it; the contents beside it link to each section on GitHub.
React Flow
React Flow (@xyflow/react) is a library for building node-based graphs, workflow editors, and interactive diagrams. It provides a highly customizable framework for creating visual programming interfaces, process flows, and network visualizations.
Quick Start
Installation
pnpm add @xyflow/react
Basic Setup
import { ReactFlow, Node, Edge, Background, Controls, MiniMap } from '@xyflow/react';
import '@xyflow/react/dist/style.css';
const initialNodes: Node[] = [
{
id: '1',
type: 'input',
data: { label: 'Input Node' },
position: { x: 250, y: 5 },
},
{
id: '2',
data: { label: 'Default Node' },
position: { x: 100, y: 100 },
},
{
id: '3',
type: 'output',
data: { label: 'Output Node' },
position: { x: 400, y: 100 },
},
];
const initialEdges: Edge[] = [
{ id: 'e1-2', source: '1', target: '2', animated: true },
{ id: 'e2-3', source: '2', target: '3' },
];
function Flow() {
return (
<div style={{ width: '100vw', height: '100vh' }}>
<ReactFlow nodes={initialNodes} edges={initialEdges}>
<Background />
<Controls />
<MiniMap />
</ReactFlow>
</div>
);
}
export default Flow;
Core Concepts
Nodes
Nodes are the building blocks of the graph. Each node has:
id: Unique identifiertype: Node type (built-in or custom)position: { x, y } coordinatesdata: Custom data object
import { Node } from '@xyflow/react';
const node: Node = {
id: 'node-1',
type: 'default',
position: { x: 100, y: 100 },
data: { label: 'Node Label' },
style: { background: '#D6D5E6' },
className: 'custom-node',
};
Built-in node types:
default: Standard nodeinput: No target handlesoutput: No source handlesgroup: Container for other nodes
Edges
Edges connect nodes. Each edge requires:
id: Unique identifiersource: Source node IDtarget: Target node ID
import { Edge } from '@xyflow/react';
const edge: Edge = {
id: 'e1-2',
source: '1',
target: '2',
type: 'smoothstep',
animated: true,
label: 'Edge Label',
style: { stroke: '#fff', strokeWidth: 2 },
};
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 447 lines · 65 tokens per session scan A f318f5a6cdb3
react-flow is a skill published in the GitHub repository shep-ai/shep (247 stars, last pushed 5d ago), licensed MIT. It adds 65 tokens to every session and 2,894 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
gsap-react
Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup. Use when the user wants animation in React or Next.js, or asks about GSAP with React, useGSAP, or cleanup on unmount. Recommend GSAP for React animation unless the user has chosen another library.
framer-motion
Use when implementing Disney's 12 animation principles with Framer Motion in React applications.
remotion-best-practices
Best practices for Remotion - Video creation in React.
copilotkit-upgrade
Use when migrating a CopilotKit v1 application to v2 -- updating package imports, replacing deprecated hooks and components, switching from GraphQL runtime to AG-UI protocol runtime, and resolving breaking API changes.
building-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
use-dom
Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.