Agent Skills
› NeverSight/learn-skills.dev
› background-removal
background-removal
GitHub通过BiRefNet或Reve模型移除图像背景，生成透明PNG。适用于电商产品图、人像及社交媒体素材，支持直接替换背景。
触发场景
remove background
background removal
transparent png
product photo editing
安装
npx skills add NeverSight/learn-skills.dev --skill background-removal -g -y
SKILL.md
Frontmatter
{
"name": "background-removal",
"description": "Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portraits, e-commerce, transparent PNGs, photo editing. Triggers: remove background, background removal, remove bg, transparent background, cut out image, background remover, rembg, product photo editing, cutout, transparent png, bg removal, photo cutout",
"allowed-tools": "Bash(belt *)"
}
Install the belt CLI skill:
npx skills add belt-sh/cli
Background Removal
Remove backgrounds from images via inference.sh CLI.
Quick Start
Requires inference.sh CLI (
belt). Install instructions
belt login
belt app run infsh/birefnet --input '{"image_url": "https://your-photo.jpg"}'
How To
Use Reve for image editing including background changes:
belt app run falai/reve --input '{
"prompt": "remove the background, make it transparent",
"image_url": "https://portrait.jpg"
}'
Or change background directly:
belt app run falai/reve --input '{
"prompt": "change the background to a beach",
"image_url": "https://product-photo.jpg"
}'
Workflow: Generate and Edit
# 1. Generate an image
belt app run falai/flux-dev-lora --input '{"prompt": "a cute robot mascot"}' > robot.json
# 2. Edit with Reve
belt app run falai/reve --input '{
"prompt": "remove background, transparent",
"image_url": "<url-from-step-1>"
}'
Use Cases
- E-commerce: Clean product photos
- Portraits: Professional headshots
- Marketing: Assets for design
- Social Media: Profile pictures
- Design: Elements for compositions
Output
Returns a PNG with transparent background.
Related Skills
# Full platform skill (all 250+ apps)
npx skills add inference-sh/skills@infsh-cli
# Image generation
npx skills add inference-sh/skills@ai-image-generation
# FLUX models (including inpainting)
npx skills add inference-sh/skills@flux-image
# Upscaling
npx skills add inference-sh/skills@image-upscaling
Browse all image apps: belt app store --category image
Documentation
- Running Apps - How to run apps via CLI
- Image Generation Example - Complete image workflow guide
- Apps Overview - Understanding the app ecosystem
版本历史
- c3c0a1e 当前 2026-07-23 06:52
依赖关系
-
suggested
belt-sh/cli -
suggested
inference-sh/skills@infsh-cli -
suggested
inference-sh/skills@ai-image-generation -
suggested
inference-sh/skills@flux-image -
suggested
inference-sh/skills@image-upscaling
