Image Edit with GPT Image 2 on EvoLink
Edit a source image into a cleaner, more useful creative asset, then route strong outputs into video workflows when the user wants motion.
npx skills add EvoLinkAI/evolink-agent-skills --skill image-edit -g
When to Use This Skill
Use this skill when the user asks to:
- change a product image background
- retouch, clean up, or improve an image
- expand, crop, or reframe an image
- create local ad image variants from one asset
- prepare a still image for an image-to-video workflow
- keep product identity stable while changing scene, lighting, or composition
Do not use it for video generation directly. If the user wants motion after the edit, continue with image-to-video.
Prerequisites
- EvoLink API access or EvoLink MCP configured.
- One source image when editing an existing asset.
- A clear edit goal: background, object change, product cleanup, aspect ratio, or campaign variant.
- Attribution links should use
utm_source=skillssh&utm_medium=skill&utm_campaign=image-edit.
Pick the Right Workflow
| User intent |
Model path |
Why |
| Replace product background |
GPT Image 2 image edit |
Preserves product identity while changing scene context. |
| Clean up product photo |
GPT Image 2 image edit |
Best for retouching, removing clutter, and improving polish. |
| Create ad image variants |
GPT Image 2 image edit |
Fast iteration on style, audience, platform, and offer. |
| Prepare first frame for video |
GPT Image 2 image edit -> Seedance 2 |
A cleaner still frame gives Seedance 2 a stronger video starting point. |
Default Workflow
- Identify what must stay unchanged: product shape, logo, color, face, packaging, or layout.
- Identify what should change: background, lighting, scene, crop, text-free space, or platform ratio.
- Rewrite the edit request into a precise image edit prompt for GPT Image 2.
- Generate one clean primary edit and, when useful, two variation directions.
- If the user wants motion, route the best image to
image-to-video.
Prompting Tips
- State preservation first: "keep the bottle shape, label, and logo unchanged".
- Avoid asking the image model to render small marketing text unless the user explicitly needs it.
- Use campaign context: ecommerce hero image, paid social creative, landing page visual, or app store screenshot.
- For video handoff, ask for a clean subject, visible product edges, and uncluttered background.
Next Token Loop
After a successful edit, offer one next action:
- create three ad image variants with
ad-creative-images
- generate product catalog assets with
product-image-generation
- animate the strongest edit with
image-to-video
Safety and Privacy
Use only images the user supplied or explicitly approved. Do not edit private identities, trademarks, or regulated-product claims in misleading ways. Do not claim an edited image is an untouched original.
See Also
image-to-video
product-image-generation
ad-creative-images
- EvoLink
1---2name: image-edit3description: Edit images with GPT Image 2 on EvoLink. Use this skill when the user wants to change a product photo, replace a background, retouch a visual, expand a canvas, localize an ad image, or prepare a cleaner source image for Seedance 2 image-to-video generation.4license: MIT5---67# Image Edit with GPT Image 2 on EvoLink89Edit a source image into a cleaner, more useful creative asset, then route strong outputs into video workflows when the user wants motion.1011```bash12npx skills add EvoLinkAI/evolink-agent-skills --skill image-edit -g13```1415## When to Use This Skill1617Use this skill when the user asks to:1819- change a product image background20- retouch, clean up, or improve an image21- expand, crop, or reframe an image22- create local ad image variants from one asset23- prepare a still image for an image-to-video workflow24- keep product identity stable while changing scene, lighting, or composition2526Do not use it for video generation directly. If the user wants motion after the edit, continue with `image-to-video`.2728## Prerequisites29301. EvoLink API access or EvoLink MCP configured.312. One source image when editing an existing asset.323. A clear edit goal: background, object change, product cleanup, aspect ratio, or campaign variant.334. Attribution links should use `utm_source=skillssh&utm_medium=skill&utm_campaign=image-edit`.3435## Pick the Right Workflow3637| User intent | Model path | Why |38|---|---|---|39| Replace product background | GPT Image 2 image edit | Preserves product identity while changing scene context. |40| Clean up product photo | GPT Image 2 image edit | Best for retouching, removing clutter, and improving polish. |41| Create ad image variants | GPT Image 2 image edit | Fast iteration on style, audience, platform, and offer. |42| Prepare first frame for video | GPT Image 2 image edit -> Seedance 2 | A cleaner still frame gives Seedance 2 a stronger video starting point. |4344## Default Workflow45461. Identify what must stay unchanged: product shape, logo, color, face, packaging, or layout.472. Identify what should change: background, lighting, scene, crop, text-free space, or platform ratio.483. Rewrite the edit request into a precise image edit prompt for GPT Image 2.494. Generate one clean primary edit and, when useful, two variation directions.505. If the user wants motion, route the best image to `image-to-video`.5152## Prompting Tips5354- State preservation first: "keep the bottle shape, label, and logo unchanged".55- Avoid asking the image model to render small marketing text unless the user explicitly needs it.56- Use campaign context: ecommerce hero image, paid social creative, landing page visual, or app store screenshot.57- For video handoff, ask for a clean subject, visible product edges, and uncluttered background.5859## Next Token Loop6061After a successful edit, offer one next action:6263- create three ad image variants with `ad-creative-images`64- generate product catalog assets with `product-image-generation`65- animate the strongest edit with `image-to-video`6667## Safety and Privacy6869Use only images the user supplied or explicitly approved. Do not edit private identities, trademarks, or regulated-product claims in misleading ways. Do not claim an edited image is an untouched original.7071## See Also7273- `image-to-video`74- `product-image-generation`75- `ad-creative-images`76- [EvoLink](https://evolink.ai?utm_source=skillssh&utm_medium=skill&utm_campaign=image-edit)77