Prompt Edit Studio is an in-browser photo editing experience powered by Generative UI.
Instead of AI editing your image automatically, Prompt Edit Studio guides you step-by-step through professional editing controls using natural language.
Upload an image → describe the vibe you want → get tool recommendations, exact values, and explanations → edit like a real creator.
Match the Lightroom edit you imagined—right in your browser, without the learning curve.
Most AI editors:
- Edit the image for you
- Hide the creative process
- Produce hallucinated or inconsistent results
Prompt Edit Studio is different.
- Keeps humans in control
- Uses AI to recommend UI actions, not replace them
- Teaches real editing concepts while you create
Result:
You learn editing while achieving professional aesthetics in minutes.
Beginner creators struggle because:
- Editing tools have too many sliders, knobs, and panels
- Users don’t know:
- When to use dehaze, tint, exposure, grain, fade
- What exact values create a specific aesthetic (eg: old money, dreamy..)
- AI auto-editing removes skill-building from the process
Prompt Edit Studio introduces AI-guided manual editing:
- Describe a look in natural language
Example: “old money fallen angel cinematic tone” - AI recommends:
- Which tools to use
- Exact slider values
- Step-by-step workflow
- Why each adjustment matters
- You perform the edit manually → true learning + creative control
- Don't like the slider values recommeded? Increase or decrease according to what suits your eye.
AI becomes a creative mentor, not a replacement.
Upload an image directly in the browser.
Describe the desired aesthetic in plain English.
AI provides:
- Tool recommendations
- Exact parameter values
- Step-by-step instructions
- Educational explanations
User applies edits using the UI and learns by doing.
- Grayscale
- Invert
- Sepia / Sepia2
- Blur
- Sharpen
- Emboss
- Pixelate
- Color Filter
- Remove White (with distance control)
- Brightness
- Noise
- Color filter threshold control
- Tint
- Multiply
- Blend
- Crop
- Flip / Rotate
- Draw
- Shapes
- Text
- Icons
- Resize / Settings
- Vite React — routing & app structure
- Tailwind CSS + shadcn/ui + tui image editor — design system
- Framer Motion — animations & micro-interactions
- Lucide React — icons
- Tambo — Generative UI orchestration
- Fine-tuned LLM guidance
- Conversational side-chat assistant
- Mock Service Worker
- Local JSON configs
- Vercel
- Product intro
- Beautified editing UI
- Real-time parameter control
- Generative recommendation panel
- Continuous conversation
- Adjustment suggestions
- Educational explanations
| Traditional AI Editors | SmartEdits |
|---|---|
| Edits for you | Guides you |
| No learning | Skill-building |
| Hidden logic | Transparent reasoning |
| One-click output | Creative control |
Prompt Edit Studio = Canva simplicity × Lightroom learning × AI guidance
To help anyone recreate the edits they admire—
right in the browser,
without the frustration of guessing values or climbing a steep learning curve.
Where:
- Inspiration from platforms like TikTok becomes achievable, not intimidating
- Editing happens instantly in the browser, with no complex setup
- AI serves as a guide to exact values and steps, reducing trial and error
- The learning curve of professional editing is significantly lowered for beginners
- Tambo — Generative UI orchestration
- Charlie Labs — autonomous TypeScript engineer
git clone https://github.com/silvrfur/prompt-edit.git
cd prompt-edit
npm install
npm run devProofread request