bg-removal SKILL.md skillA
bg-removal from aicodedecode/awesome-muse-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aicodedecode/awesome-muse-skills/bg-removal@git:20260927.806f3e1Pins git:20260927.806f3e1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aicodedecode/awesome-muse-skills
- Path
skills-imported/bg-removal/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260927.806f3e1, committed Sep 27, 2026
- Size
- 5,138 bytes
- Repository stars
- 25
- License
- MIT
Background removal craft: model selection (u2net vs u2net_human_seg), alpha matting for fine edges, asset-prep workflow.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Background Removal Usage for OpenMontage > Sources: rembg library documentation, U2Net paper (Qin et al. 2020), IS-Net paper > (Qin et al. 2022), OpenMontage `tools/bg_remove.py` implementation ## Quick Reference Card ``` DEFAULT MODEL: u2net (general purpose, fast) FOR PEOPLE: u2net_human_seg (optimized for human silhouettes) FINE EDGES: Enable alpha_matting (hair, fur, leaves) OUTPUT: Transparent PNG by default; set bg_color for solid replacement RUNTIME: ~1-3s per image (CPU), <0.5s (GPU with onnxruntime-gpu) INSTALL: pip install rembg (CPU) | pip install rembg[gpu] (CUDA) ``` ## When to Use bg_remove Background removal is an **asset-prep** step. Use it before the compose stage. - **Product demos / e-commerce videos** -- isolate a product on a clean background - **Compositing** -- layer a speaker over generated backgrounds or diagrams - **Thumbnail generation** -- clean cutouts for YouTube thumbnails - **Green-screen replacement** -- achieve green-screen results without an actual green screen - **B-roll preparation** -- clean up raw photos for overlay use ## Model Selection Guide | Model | Best For | Speed | Notes | …
Read the whole file at its exact version.
How to install
mdr add aicodedecode/awesome-muse-skills/bg-removal@sha256:e1c28c85a711f017The line at the top of this page pins the label git:20260927.806f3e1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_x275q76wytraqyay)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 27, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (5138 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aicodedecode/awesome-muse-skills · 25 stars · license MIT · pushed 2026-10-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x275q76wytraqyay GET https://markdownregistry.com/api/v1/resolve?ref=aicodedecode/awesome-muse-skills/bg-removal GET https://markdownregistry.com/api/v1/blob/e1c28c85a711f01768b94ef3581d9c4a3018cd39cbe86ce1b40ca9c30162b43d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.