Borrowing it
Nothing to install: this file belongs to shep-ai/shep. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/shep-ai/shep/main/.claude/skills/react-flow/SKILL.mdgit clone --depth 1 https://github.com/shep-ai/shepWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/shep-ai/shep/react-flow)<a href="https://agentmods.dev/skills/shep-ai/shep/react-flow"><img src="https://agentmods.dev/badge/skills/shep-ai/shep/react-flow/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/shep-ai/shep/react-flow"><img src="https://agentmods.dev/badge/skills/shep-ai/shep/react-flow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What 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 5.1 | $0.00065 | $0.02894 |
| Opus 5.5 | $0.00026 | $0.01158 |
| Sonnet 5.5 | $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 1mo 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- react-flow — 88% identical, 14 lines differ
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.
- 1mo 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 (267 stars, last pushed yesterday), licensed MIT. It adds 65 tokens to every session and 2,894 once invoked, about $0.0003 per session on Opus 5.5. 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.
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