shep: Skill for Claude Code

.claude/skills/react-flow/SKILL.md

react-flow is a skill for Claude Code from shep-ai/shep. It costs 65 tokens per session (2,894 once invoked), scanned A, original, MIT.

A React library for building interactive diagrams made of connected nodes, such as workflow charts and visual programming tools. It supports custom nodes, connections, labels, and viewport controls.

In plain words
What is it for?
Use it to create workflow editors, node-based diagrams, graph visualizations, custom node and edge components, and controls for zooming or fitting the view.
Why use it?
It provides the building blocks needed to show complex processes visually instead of representing them only as text or static images.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is shep-ai/shep's own configuration. It tells Claude Code how to work on shep itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything shep configures →

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/shep-ai/shep/main/.claude/skills/react-flow/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/shep-ai/shep

Made for: Claude Code.

Wrote 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.

agentmods badge for react-flow

README.md
[![agentmods](https://agentmods.dev/badge/skills/shep-ai/shep/react-flow/github.svg)](https://agentmods.dev/skills/shep-ai/shep/react-flow)
Your own site
<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.

agentmods 80×15 button for react-flow

Your own site · 80×15
<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>
Per session 65 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,894 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 1mo ago against content hash f318f5a6cdb3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

.claude/skills/react-flow/SKILL.md · 447 lines

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 identifier
  • type: Node type (built-in or custom)
  • position: { x, y } coordinates
  • data: 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 node
  • input: No target handles
  • output: No source handles
  • group: Container for other nodes

Edges

Edges connect nodes. Each edge requires:

  • id: Unique identifier
  • source: Source node ID
  • target: 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 },
};

Read the full file on GitHub · 447 lines

Files

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.

Changes

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.

  1. 1mo ago First seen · 447 lines · 65 tokens per session scan A f318f5a6cdb3

Subscribe to this mod's changes

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.

Related

Other skills, from other repositories

vercel-composition-patterns

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

calesthio/OpenMontage · 58 tokens

brand-landingpage

Brand-first landing page designer — runs a brand-identity interview (colors, typography, shape language), then generates and iterates on a polished landing page via Stitch with deployment-ready HTML. Use when the user asks to create, design, or build a landing page, homepage, or marketing page and has no established…

wshobson/agents · 112 tokens

wcag-audit-patterns

Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing accessible design patterns.

wshobson/agents · 45 tokens

app-store-screenshots

Use when building App Store or Google Play screenshot pages, generating exportable marketing screenshots for iOS, macOS, and/or Android apps, or scaffolding a screenshot editor with Next.js. Triggers on app store, mac app store, play store, screenshots, marketing assets, html-to-image, phone mockup, mac mockup…

ParthJadhav/app-store-screenshots · 80 tokens

tailwind-design-system

Build scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns.

calesthio/OpenMontage · 42 tokens

moai-design-tools

Design tool integration specialist covering Figma MCP, Pencil renderer, and Pencil-to-code export. Use when fetching design context from Figma, rendering Pencil designs, or exporting to React/Tailwind code.

modu-ai/moai-adk · 45 tokens