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AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements.
Passed 20 of 22 test cases with the skill, and 9 of 22 without it.
and 16 more in the full report
11 fixed9 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide the CLI command to generate a macro close-up render showing the stitching and grain texture of a luxury leather handbag.
| Checked | Without skill | With skill |
|---|---|---|
| Uses bytedance/seedream-4-5 model with extreme close-up and macro photography in the prompt | Missed | Passed |
| Includes shallow depth of field to highlight texture details | Passed | Passed |
The instructions your model reads when the skill loads.
Install the belt CLI skill:
npx skills add belt-sh/cli
Create professional product images with AI via inference.sh CLI.
Requires inference.sh CLI (
belt). Install instructions
belt login
# Clean studio packshot
belt app run bytedance/seedream-4-5 --input '{
"prompt": "professional product photography, single premium wireless headphone on clean white background, soft studio lighting with subtle shadow, commercial e-commerce style, sharp focus, 4K quality",
"size": "2K"
}'
The main image customers see first. Clean, focused, aspirational.
belt app run bytedance/seedream-4-5 --input '{
"prompt": "hero product shot, premium smartwatch floating at slight angle, clean gradient background transitioning from white to light grey, dramatic rim lighting, subtle reflection below, commercial photography, magazine quality, sharp details",
"size": "2K"
}'
| Rule | Why |
|---|---|
| Product fills 80% of frame | Maximizes visual impact |
| Slight angle (15-30 degrees) | Adds dimension vs flat front-on |
| One hero light + fill | Creates depth without harsh shadows |
| Neutral or brand-color background | Keeps focus on product |
test cases passed, vs 9 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.