'Set up iterative design-to-code development loop with Anima SDK.
Scanned 9/2/2026
Install to Claude Code
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---
name: anima-local-dev-loop
description: 'Set up iterative design-to-code development loop with Anima SDK.
Use when rapidly iterating on Figma-to-code output, comparing framework outputs,
or building a local preview server for generated components.
Trigger: "anima local dev", "anima dev loop", "anima preview", "anima iteration".
'
allowed-tools: Read, Write, Edit, Bash(npm:*), Grep
version: 1.4.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags:
- saas
- design
- figma
- anima
- development
compatibility: Designed for Claude Code
---
# Anima Local Dev Loop
## Overview
Iterative development workflow for Anima design-to-code: generate from Figma, preview in browser, tweak settings, regenerate. Includes side-by-side comparison of React vs Vue vs HTML output.
## Prerequisites
- A staging Figma file and allowlisted node IDs, with scoped credentials loaded
from an ignored local environment file or development secret store.
- A disposable generated-output directory that is not imported by the
production application until code and visual review pass.
- Agreed comparison criteria for accessibility, design-token use, responsive
behavior, dependencies, and generation settings.
## Instructions
### Step 1: Project Setup
```bash
mkdir anima-dev && cd anima-dev
npm init -y
npm install @animaapp/anima-sdk dotenv
npm install -D vite @vitejs/plugin-react typescript
```
### Step 2: Generate and Preview Script
```typescript
// scripts/generate-preview.ts
import { Anima } from '@animaapp/anima-sdk';
import fs from 'fs';
import 'dotenv/config';
const anima = new Anima({ auth: { token: process.env.ANIMA_TOKEN! } });
const SETTINGS_PRESETS = {
'react-tailwind': { language: 'typescript' as const, framework: 'react' as const, styling: 'tailwind' as const },
'react-shadcn': { language: 'typescript' as const, framework: 'react' as const, styling: 'tailwind' as const, uiLibrary: 'shadcn' as const },
'vue-tailwind': { language: 'typescript' as const, framework: 'vue' as const, styling: 'tailwind' as const },
'html-css': { language: 'javascript' as const, framework: 'html' as const, styling: 'css' as const },
};
async function generateWithPreset(preset: keyof typeof SETTINGS_PRESETS, nodeId: string) {
const settings = SETTINGS_PRESETS[preset];
const outputDir = `./generated/${preset}`;
fs.mkdirSync(outputDir, { recursive: true });
const { files } = await anima.generateCode({
fileKey: process.env.FIGMA_FILE_KEY!,
figmaToken: process.env.FIGMA_TOKEN!,
nodesId: [nodeId],
settings,
});
for (const file of files) {
fs.writeFileSync(`${outputDir}/${file.fileName}`, file.content);
}
console.log(`${preset}: ${files.length} files generated`);
}
// Compare all presets
async function compareOutputs(nodeId: string) {
for (const preset of Object.keys(SETTINGS_PRESETS) as Array<keyof typeof SETTINGS_PRESETS>) {
await generateWithPreset(preset, nodeId);
await new Promise(r => setTimeout(r, 2000)); // Rate limit
}
console.log('\nAll presets generated in ./generated/');
}
const nodeId = process.argv[2] || '1:2';
compareOutputs(nodeId).catch(console.error);
```
### Step 3: Development Scripts
```json
{
"scripts": {
"generate": "tsx scripts/generate-preview.ts",
"generate:node": "tsx scripts/generate-preview.ts",
"preview": "vite",
"dev": "npm run generate && npm run preview"
}
}
```
## Output
- Multi-preset code generation comparison
- Side-by-side React/Vue/HTML output for same design
- Vite preview server for instant component viewing
- Iterative generate-preview-tweak loop
## Examples
Select one approved staging frame and run only the `react-tailwind` preset
first. Preview the result locally, compare it to the design for semantics and
responsive behavior, and run the project formatter/type check before trying a
second preset. Store the Figma version and preset alongside the generated
review artifact so the comparison is repeatable. If generation hits a rate
limit, output changes unexpectedly, or an unapproved dependency appears, stop
the loop, preserve the sanitized error, and correct the fixture or settings
instead of continuously regenerating.
## Error Handling
| Error | Cause | Solution |
|-------|-------|----------|
| Rate limited | Too many generations | Add 2s delay between calls |
| Different outputs each run | Anima AI variation | Pin settings; use consistent node IDs |
## Resources
- [Anima SDK GitHub](https://github.com/AnimaApp/anima-sdk)
- [Vite](https://vitejs.dev/)
## Next Steps
For SDK patterns and best practices, see `anima-sdk-patterns`.
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