Vibe Forge Builder
Status: Live.
Your muse
Build a full on vibe coding platform that can use any of meta’s tools
Done. Milestone 1 done.
npm run verifyexits 0 with all 6 tests passing.Checks ran
Done. Milestone 2 done.
npm run verifyexited 0 (8 passed, 4 actions, 4 fixtures valid).Checks found problems, try 2
Final screen Preview panel is an empty white box with no app content.
Checks passed, try 3

The plan: Vibe Forge Builder
Describe an app and get working code, preview and art.
Can build part of it
- Describe the app idea in text or voice and attach a sketch if you have one
- Review the generated plan and pick screens and features
- Generate the preview with files and artwork
Won't do: Generates front end code for preview and export only
See the full plan
Who it's for
Non coders and makers who want to describe an app and get working code.
How it works
- Describe the app idea in text or voice and attach a sketch if you have one
- Review the generated plan and pick screens and features
- Generate the preview with files and artwork
- Ask for changes in chat and see the preview update
- Copy or download the code for use outside
Screens
- Prompt Studio. Enter idea, voice note, sketch and build options and see the plan.
- Preview and Code. Run the live preview side by side with files and chat edits.
- Asset Lab. Generate and pick images and icons made for the app.
What goes in
- Text: App idea in plain words, required, under 2000 characters.
- Image (optional): Optional sketch or screenshot to guide layout, JPG or PNG under 4.5 MB.
- Audio (optional): Optional short voice note, recorded file converted to 16 kHz mono WAV in browser.
What comes out
- Text: Live preview of the generated app with change summary.
- File: Downloadable code files to copy into a Next.js project.
- Image: Generated artwork for icons, hero art and empty states.
Models
Model Used for Why Muse Wonder Plan app, generate code and explain edits Turns plain language prompts into file plans, React code and fix ups in turns. Muse Image Make app artwork and icons Generates logos, backgrounds and empty state art from text prompts. Voice Transcribe Transcribe spoken app ideas Lets people dictate ideas and turns voice notes into build prompts. Limits
- Generates front end code for preview and export only. It does not host, deploy or run servers.
- No database or accounts. Saved work stays in the browser localStorage.
- Built fresh. It cannot clone a repo URL or copy an existing codebase.
- Generated apps can only call Meta models through the gateway. No payments, email, SMS or outside APIs.
- Voice input is from recorded files only, not live talk. Code output may need a developer check before production use.
From your inspo
The person gave text only with no references. They want a full vibe coding platform that can use any of Meta's tools.
Takes
- The job of describing an app and getting code back
- Iterative chat to refine a build
- Idea of reaching all Meta models from one place
Cost per run: about $0.18 (est.). One build uses about 6k input tokens at $4 per M for $0.024 plus about 7k output tokens at $20 per M for $0.14 plus 1 image at $0.01 plus short voice transcription under $0.01. Total about $0.18 per run.
Recorded demo Confirmed: scrolling the frame into view before capture paints it. That's a capture-timing concern, so the fix belongs in the test.
Tested what this product comes with
$0.81 est.