Anima Local Dev Loop
Overview
Iterate on one approved Figma node with supported React or HTML settings. Preserve the source revision and settings for each run, preview locally, and accept a result only after deterministic code and visual checks.
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
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
// scripts/generate-preview.ts
import { Anima } from '@animaapp/anima-sdk';
import fs from 'fs';
import path from 'path';
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 },
'react-plain-css': { language: 'typescript' as const, framework: 'react' as const, styling: 'plain_css' as const },
'html-plain-css': { language: 'javascript' as const, framework: 'html' as const, styling: 'plain_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 [fileName, file] of Object.entries(files)) {
if (file.isBinary) throw new Error(`Handle binary output separately: ${fileName}`);
const root = path.resolve(outputDir);
const target = path.resolve(root, fileName);
if (!target.startsWith(`${root}${path.sep}`)) throw new Error('Unsafe output path');
fs.mkdirSync(path.dirname(target), { recursive: true });
fs.writeFileSync(target, file.content);
}
console.log(`${preset}: ${Object.keys(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);
// Stop on provider/Figma rate limits; apply the bounded rate-limit workflow.
}
console.log('\nAll presets generated in ./generated/');
}
const nodeId = process.argv[2] || '1:2';
compareOutputs(nodeId).catch(() => {
console.error({ failureClass: 'preview-generation-failed' });
process.exitCode = 1;
});
Step 3: Development Scripts
{
"scripts": {
"generate": "tsx scripts/generate-preview.ts",
"generate:node": "tsx scripts/generate-preview.ts",
"preview": "vite",
"dev": "npm run generate && npm run preview"
}
}
Tool Discipline
Use Read and Grep to inspect the existing integration and generated diff before changing anything. Use Write or Edit only inside the approved generated-code, test, or configuration paths. Use the declared Bash commands only for the explicit install, validation, or diagnostic steps in this workflow; never print tokens, source designs, generated source, or private website captures.
Output
- Multi-preset code generation comparison
- Side-by-side supported React/HTML output for the 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 |