ecommerce-material-studio SKILL.md skillA
ecommerce-material-studio from davepoon/buildwithclaude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add davepoon/buildwithclaude/ecommerce-material-studio@git:20260822.9358e61Pins git:20260822.9358e61 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- davepoon/buildwithclaude
- Path
plugins/all-skills/skills/ecommerce-material-studio/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260822.9358e61, committed Aug 22, 2026
- Size
- 4,887 bytes
- Repository stars
- 3,724
- License
- MIT
电商素材工坊（中英双语）。用户需要生成电商主图、详情图、场景图、产品图合成、品牌叠加时使用。自动识别品类→匹配风格→场景感知合成→统一文字→自动质检→多平台适配→标准化交付。E-commerce product image studio: category detection, style matching, scene-aware compositing, text overlay, quality check, multi-platform adaptation, batch delivery.
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
# 电商素材工坊 / E-commerce Material Studio
生成电商产品素材（主图/详情图/场景图）的一站式工具链。输入产品图片 → 自动完成品类识别、风格匹配、场景合成、文字叠加、质检、多平台适配、批量交付。
**One-stop pipeline for e-commerce product images: category detection → style matching → scene compositing → text overlay → quality check → platform adaptation → batch delivery.**
## 何时使用 / When to use
- 用户需要生成**电商主图/详情图**（如"帮我做一套剃须刀主图"）
- 需要**产品图合成到场景**（白底图 → 场景图）
- 需要**品牌叠加**（Logo/保障条/卖点文字/徽章）
- 需要**多平台尺寸适配**（淘宝/快手/抖音/拼多多/京东等 7 平台）
- 需要**批量生成**多个产品素材
## 使用流程 / Workflow
```bash
# 0. 环境依赖（一次性）
pip install Pillow numpy scipy
# 1. 品类识别：输入产品图 → 识别品类/风格
python3 scripts/category_detector.py --image product.png
# 2. 风格匹配：品类+价位+平台+品牌 → 推荐模板
python3 scripts/style_matcher.py --category 个护电器 --sub-category 剃须刀 --price 169 --platform kuaishou
# 3. 场景感知合成（核心）：库调用（SceneAwareCompositor 是 Python 库，非 CLI）
python3 -c "
from PIL import Image
from scripts.scene_aware_compositor import SceneAwareCompositor
c = SceneAwareCompositor()
scene = Image.open('scene.jpg'); product = Image.open('product.png')
result = c.composite(scene_image=scene, product_image=product, scene_type='lifestyle_bathroom', position=(0.5, 0.45))
result.save('result.png')
"
# 4. 统一文字叠加（处理 plan.json 里所有文字层）
…Read the whole file at its exact version.
How to install
mdr add davepoon/buildwithclaude/ecommerce-material-studio@sha256:1073c1674e1f3950The line at the top of this page pins the label git:20260822.9358e61, 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_3i3bs2clwogl225m)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 22, 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 (4887 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
davepoon/buildwithclaude · 3,724 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3i3bs2clwogl225m GET https://markdownregistry.com/api/v1/resolve?ref=davepoon/buildwithclaude/ecommerce-material-studio GET https://markdownregistry.com/api/v1/blob/1073c1674e1f3950ccf38af7710d1c316c7d0192da3cc2a0d72f575dd35c4a37
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.