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mcp/skillhub

Agent Skill

Ecommerce Material Studio skill

ecommerce-material-studiodavepoon/buildwithclaudeplugins/all-skills/skills/ecommerce-material-studio/SKILL.md

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.

3.7kMIT

always on

109 tokname + description

once used

1,248 tokSKILL.md body

bundled files

1611 scripts

repo stars

3.7kGitHub

Install the Ecommerce Material Studio skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/davepoon/buildwithclaude --skill ecommerce-material-studio

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/davepoon/buildwithclaude.git /tmp/buildwithclaude
mkdir -p ~/.claude/skills
cp -R /tmp/buildwithclaude/plugins/all-skills/skills/ecommerce-material-studio ~/.claude/skills/ecommerce-material-studio

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description109 tok
When the agent uses itThe SKILL.md instructions1,248 tok
Only if opened16 bundled files (320 KB)varies

Until it is used, ecommerce-material-studio costs about 13× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 150 skills from davepoon/buildwithclaude would load 8,371 tokens of descriptions. Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • 电商素材工坊 / E-commerce Material Studio
  • 何时使用 / When to use
  • 使用流程 / Workflow
  • 模块清单 / Modules
  • 数据文件 / Data (references/)
  • 注意事项 / Notes

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