skill
ecommerce-material-studio
Batch e-commerce product image compositing tool. 电商批量合成素材。
Set up
Skills are installed by placing their folder where your agent loads skills.
The download comes from github.com/jiawood2006/ecommerce-material-studio itself, not from our server, so what you get is exactly what its author published.
Install instructions come from the README
README
synced Oct 22, 2026电商素材工坊 · E-commerce Material Studio
One-stop pipeline for e-commerce product images: category → style → scene compositing → text → QC → multi-platform delivery.
输入产品图，一条流水线出可投放的电商素材：品类识别 → 风格匹配 → 场景感知合成 → 统一文字 → 自动质检 → 多平台尺寸适配 → 标准化交付（含使用指南 + 清单 + zip）。
Install
# 1) Agent Skills CLI (works with 50+ agent hosts)
npx skills add jiawood2006/ecommerce-material-studio
# 2) Claude Code / any host that reads ~/.claude/skills
git clone https://github.com/jiawood2006/ecommerce-material-studio.git ~/.claude/skills/ecommerce-material-studio
# 3) Hermes Agent
git clone https://github.com/jiawood2006/ecommerce-material-studio.git ~/.hermes/skills/utilities/ecommerce-material-studio
No build step, no account, no telemetry.
Usage
pip install Pillow numpy scipy
# 1) detect category / style from a product photo
python3 scripts/category_detector.py --image product.png
# 2) recommend a template from category + price band + platform + brand
python3 scripts/style_matcher.py --category shampoo --platform taobao
# 3) scene-aware compositing — this is a Python library, not a CLI
python3 -c "from scripts.scene_aware_compositor import SceneAwareCompositor as C; C().composite('product.png','plan.json','out.png')"
# 4) text layer / 5) quality check / 6) platform resize / 7) delivery package
python3 scripts/text_engine.py --plan plan.json
python3 scripts/quality_check.py --plan plan.json --image out.png
python3 scripts/platform_adapter.py --input out.png --platform taobao
python3 scripts/delivery_packager.py --dir ./out
# 8) batch mode with resume
python3 scripts/batch_processor.py --input-dir ./products --plan plan.json
10 modules: category_detector style_matcher scene_aware_compositor text_engine quality_check platform_adapter layout_engine brand_loader preference_memory delivery_packager.
Data files live in references/: category templates, product profiles, brand config template.
Requirements
Python 3.9+ with Pillow numpy scipy.
Notes
SceneAwareCompositor is a library, not a command-line tool — call it from Python (see above). Brand assets are configuration, not shipped logos: bring your own.
License
MIT — see LICENSE. Issues and PRs welcome. Part of the hermes-skills collection.