background-removal
Remove Image Backgrounds with BiRefNet
Removing image backgrounds often requires manual editing or switching tools. This skill routes Claude, Codex, or Claude Code through belt to create transparent PNGs.
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "background-removal" from https://skillstore.io/skills/inference-sh-background-removal.md and its manifest at https://skillstore.io/api/skills/inference-sh-background-removal/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "background-removal". A product photo URL with a cluttered desk background.
Expected outcome:
A transparent PNG cutout suitable for an online product listing.
Using "background-removal". A portrait URL with an indoor background.
Expected outcome:
A clean headshot image with the background removed for profile use.
Using "background-removal". A generated mascot image that needs design placement.
Expected outcome:
A transparent mascot asset ready for a slide, banner, or composition.
Security Audit
Medium RiskNo prompt injection or malicious intent was found in SKILL.md. The main risks are expected external belt CLI execution, hosted image processing, mutable install guidance, and one remote embedded image asset. Several static findings are Markdown fence or placeholder URL false positives.
Confirmed security concerns (1)
Capability review items (8)
These are real local capabilities that may be expected for this skill, so they require review but are not counted as confirmed malicious behavior.
Risk Factors
⚙️ External commands (12)
🌐 Network access (9)
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/inference-sh-background-removal/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/inference-sh-background-removal?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/inference-sh-background-removal/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/inference-sh-background-removal.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
inference-sh. (2026). background-removal security audit report (audit version 2) [Author version unspecified]. Skillstore. https://skillstore.io/skills/inference-sh-background-removal/audits/2BibTeX citation
@techreport{inference-sh-inference-sh-background-removal-2026,
author = {inference-sh},
title = {background-removal security audit report (audit version 2)},
institution = {Skillstore},
year = {2026},
number = {2},
url = {https://skillstore.io/skills/inference-sh-background-removal/audits/2},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "background-removal security audit report (audit version 2)"
version: "unspecified"
type: report
authors:
- name: "inference-sh"
date-released: "2026-07-08"
url: "https://skillstore.io/skills/inference-sh-background-removal/audits/2"
identifiers:
- type: other
value: "skillstore:inference-sh-background-removal:audit:2"
description: "Skillstore immutable audit report identifier"
Compare variants
2 installable variantsEach author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
inference-sh-background-removal
2026-08-21
verging-ai-background-removal
2026-08-21
Skillstore Score
Why this score Evidence Confidence: MediumWhat You Can Build
Prepare Product Listings
Create clean transparent product cutouts from catalog photos for ecommerce pages and ads.
Create Profile Assets
Remove portrait backgrounds for headshots, bios, and social profiles.
Build Design Composites
Generate or edit image elements before placing them into branded layouts.
Try These Prompts
Remove the background from this image: [image URL]. Return a transparent PNG and summarize the result.
Create a transparent cutout from this product photo: [image URL]. Preserve the product edges and avoid cropping details.
Change the background of this image to [desired scene]: [image URL]. Keep the subject natural and well lit.
Generate an image of [subject], then remove its background. Keep track of the generated image URL and final transparent PNG.
Best Practices
- Use high-resolution images with clear subject boundaries.
- Confirm that the image can be processed by external services.
- Review transparent edges before publishing final assets.
Avoid
- Do not send confidential images without data handling approval.
- Do not expect perfect cutouts from blurred or low-contrast images.
- Do not install related skills unless you trust their source.
Frequently Asked Questions
Does this run locally?
What output format should I expect?
Can it change backgrounds instead of removing them?
Do I need an account?
Can I use private images?
Which AI tools can use this skill?
Developer Details
Author
inference-shLicense
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
4ed80d850ce87f79d36851f5c5c907e6c89f6aa8
Maintenance freshness
7/18/2026
Usage
1 downloads · 0 views
File structure
📄 SKILL.md