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处理，支持直接抠图或更换背景，提升图片编辑效率。
Trigger Scenarios
remove background
background removal
transparent png
cut out image
product photo editing
Install
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(infsh *)"
}
Background Removal
Remove backgrounds from images via inference.sh CLI.
Quick Start
curl -fsSL https://cli.inference.sh | sh && infsh login
infsh app run infsh/birefnet --input '{"image_url": "https://your-photo.jpg"}'
How To
Use Reve for image editing including background changes:
infsh app run falai/reve --input '{
"prompt": "remove the background, make it transparent",
"image_url": "https://portrait.jpg"
}'
Or change background directly:
infsh 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
infsh app run falai/flux-dev-lora --input '{"prompt": "a cute robot mascot"}' > robot.json
# 2. Edit with Reve
infsh 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 150+ apps)
npx skills add inferencesh/skills@inference-sh
# Image generation
npx skills add inferencesh/skills@ai-image-generation
# FLUX models (including inpainting)
npx skills add inferencesh/skills@flux-image
# Upscaling
npx skills add inferencesh/skills@image-upscaling
Browse all image apps: infsh app list --category image
Documentation
- Running Apps - How to run apps via CLI
- Image Generation Example - Complete image workflow guide
- Apps Overview - Understanding the app ecosystem
Version History
- e0220ca Current 2026-07-05 21:03
Dependencies
-
suggested
inferencesh/skills@inference-sh -
suggested
inferencesh/skills@ai-image-generation -
suggested
inferencesh/skills@flux-image -
suggested
inferencesh/skills@image-upscaling
