EvoLinkAIEvoLinkAI/evolink-agent-skills/product-image-generation/SKILL.md

product-image-generation

Skill4 starsChanged 5 months agoMITView on GitHub

Generate ecommerce product images, product ad images, SaaS visuals, and launch creatives with GPT Image 2 on EvoLink. Use this skill when the user needs high-quality still assets that can also become Seedance 2 video first frames.

In this repository7 other files it gives its agents.
- ad-creative-imagesSkill
- ad-video-generationSkill
- image-editSkill
- image-to-videoSkill
- product-demo-videoSkill
- product-to-adSkill
- ugc-video-adsSkill

The file

We split this skill into the rules it gives an agent

7 rules. About 0 are common, 6 are distinctive, and 1 is very specific to this project.

≈0
Common · estimate
Many files like this have a rule of this kind.
≈6
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.

Common
Distinctive
Very specific

Distinctive:
Create product visuals that are useful as standalone images and as first-frame assets for Seedance 2 video generation.
line 12
Distinctive:
Use this skill when the user wants:
line 20
Very specific:
Use image-edit instead when the user already has a source image and wants to change it.
line 29
Distinctive:
Write a GPT Image 2 prompt with product preservation and commercial composition.
line 51
Distinctive:
Keep logos and packaging stable when a source image is available.
line 59
Distinctive:
After image generation, offer:
line 64
Distinctive:
Do not invent certifications, reviews, medical claims, or regulated benefits.
line 72

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.

Files

SKILL.md

Product Image Generation with GPT Image 2 on EvoLink

Create product visuals that are useful as standalone images and as first-frame assets for Seedance 2 video generation.

npx skills add EvoLinkAI/evolink-agent-skills --skill product-image-generation -g

When to Use This Skill

Use this skill when the user wants:

ecommerce product photos
product lifestyle images
product ad images
SaaS or app promo visuals
launch campaign stills
clean first frames for product videos

Use image-edit instead when the user already has a source image and wants to change it.

Prerequisites

EvoLink API access or EvoLink MCP configured.
Product context: product name, category, audience, visual style, and intended platform.
Optional source assets: product photo, packaging image, logo, brand colors, landing page copy.
Attribution links should use utm_source=skillssh&utm_medium=skill&utm_campaign=product-image-generation.

Pick the Right Workflow

User intent	Model path	Why
Generate product hero image	GPT Image 2 text-to-image or image-guided generation	Best for polished commercial stills.
Create lifestyle product scene	GPT Image 2	Good for context, hands, use cases, and environment.
Build a video first frame	GPT Image 2 -> Seedance 2	Gives Seedance 2 a strong still source for motion.
Need multiple ad angles	GPT Image 2 batch variants	Supports testing audience, angle, and offer before video.

Default Workflow

Extract product, buyer, benefit, platform, and required aspect ratio.
Decide whether the output is a catalog image, lifestyle image, ad image, or video first frame.
Write a GPT Image 2 prompt with product preservation and commercial composition.
Generate the image or image set.
Offer a video handoff through image-to-video or product-demo-video.

Prompting Tips

Lead with the product and commercial purpose.
Specify the scene role: studio hero, lifestyle use, landing page header, paid social, marketplace image.
Keep logos and packaging stable when a source image is available.
For video first frames, leave enough clean space around the product for camera movement.

Next Token Loop

After image generation, offer:

edit the best image with image-edit
make paid social variants with ad-creative-images
turn the best still into video with image-to-video

Safety and Privacy

Do not invent certifications, reviews, medical claims, or regulated benefits. Keep generated commercial visuals aligned with the user's real product and approved brand constraints.

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

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