product-photo-studio SKILL.md skillA
product-photo-studio from beatra-ai/ai-product-photography-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add beatra-ai/ai-product-photography-skill/product-photo-studio@git:20261015.37860bePins git:20261015.37860be in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- beatra-ai/ai-product-photography-skill
- Path
skills/product-photo-studio/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261015.37860be, committed Oct 15, 2026
- First version recorded
- Sep 16, 2026
- Size
- 9,114 bytes
- Repository stars
- 5
- License
- MIT-0
Transform a real product photo into a studio-quality ecommerce image, lifestyle scene, or marketplace-ready hero shot. This AI product photography tool replaces backgrounds, improves lighting, and stages scenes while using the source photo and confirmed product details as the visual anchor. Create clean white-background listings, contextual lifestyle compositions, and premium ad visuals from a single phone snap for Amazon, Taobao, Shopify, and social media. Start from one product photo…
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
# AI Product Photo Studio Transform one real product photo into a studio-quality listing image, lifestyle scene, or marketplace-ready hero shot. Reuse decisions already present in the conversation and move by the shortest route that completes the requested image. ## Choose the route - **Clean background:** with one product photo, remove the original background and place the product on a clean white, light-gray, or studio-gradient background using `beatra.images.transform`. This is the default for marketplace main images. - **Scene and lifestyle:** with one product photo and a scene description, place the product in a contextual lifestyle setting—on a kitchen counter, a wooden table, a marble shelf, or a seasonal backdrop—using `beatra.images.transform`. - **Refine an accepted draft:** use `beatra.images.edit` with the accepted image as `images[0]` to fix a shadow, remove a reflection, adjust color temperature, or clean up a small defect without changing the composition. Follow [product routing](references/product-routing.md) for the precise branch and [scene craft](references/scene-craft.md) when turning the request into a …
Read the whole file at its exact version.
How to install
mdr add beatra-ai/ai-product-photography-skill/product-photo-studio@sha256:17f2c694c75c2b6eThe line at the top of this page pins the label git:20261015.37860be, 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_jq77x25i5zxcwsnf)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 16, 2026 and Oct 15, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.37860be latest | 2026-10-15 | 37860be | 9,114 B | A | view · diff |
| git:20260916.a5edcc1 | 2026-09-16 | a5edcc1 | 9,707 B | A | view |
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 (9114 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
beatra-ai/ai-product-photography-skill · 5 stars · license MIT-0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jq77x25i5zxcwsnf GET https://markdownregistry.com/api/v1/resolve?ref=beatra-ai/ai-product-photography-skill/product-photo-studio GET https://markdownregistry.com/api/v1/blob/17f2c694c75c2b6e352367a342752768318bd499e32cee841998a09b251df285
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.