kangise/ecommerce-ai-skills
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Cross-border e-commerce AI knowledge base, designed to be read by people and installed by agents. 69 trilingual guides, 878 structured prompts, a 94-entity / 318-constraint domain ontology, and 9...
Overview
🇨🇳 Chinese · 🇺🇸 English · 🇯🇵 Japanese | 📖 Online Reading | 📦 Install the agent | 🖥️ Get running The first two use methods provide knowledge to AI, while the third lets AI perform actual operations. The same set of ontology and skills is installed at runtime, which provides approval, auditing, and fault recovery. : By default, OpenAI sets the EAI_AGENT_PROVIDER to anthropic and switches to Claude. Both providers follow the same contract—credentials only retain environment variables, endpoints lock official domains, and audit records only use the one used. If the value cannot be recognized, startup will cause an error and will not silently reroute. — If vouchers are missing or evidence is incomplete, the error is directly reported and terminated, without generating speculative results. Consistent with data discipline at the knowledge layer. If you ask AI "What is the approximate monthly sales for this category?" it will almost certainly give you a figure that seems reasonable——。 Product selection, stocking, and pricing all come with real money. The Agent era is even more dangerous: models use numbers they don't know to adjust prices and place orders. Open A2 Listing Optimization, copy the "Listing Full Set Generation" prompt, and enter the product information. What I received was a list with **: ≤200 characters in the title, with the first 80 characters containing the highest search quantifier, 5 bullets each ≤200 characters without HTML, and backend search terms ≤250 bytes per line.
Overview (machine translated)
Read it as a book. Install it as agent capability. Run it as operations.
Every figure sourced, dated or marked as an estimate · Every prompt ends with a self-check · Every guide states where it stops working — all checked in CI
🇺🇸 English · 🇨🇳 中文 · 🇯🇵 Japanese | 📖 Read Online | 📦 Install for Agent
Commerce Agent OS on a seeded demo tenant — verified evidence, pending human approvals, and the agents that produced them, on one screen.
In Claude Code — installs the 9 skills; only their names and descriptions load until one is used:
Run the operations UI locally:
What This Is
An AI operations knowledge base for cross-border e-commerce. One source, three uses:
| Use | What it is | Entry |
|---|---|---|
| Read it | 69 chapters, sourcing to growth, complete in zh/en/ja | Online site |
| Install it for your agent | Knowledge + domain model + guarded capabilities: a Claude Code plugin, or one MCP config line for Claude Desktop / Cursor | dist/ |
This page was translated automatically. Technical details may differ from the original.
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Install
npx skillfish add kangise/ecommerce-ai-skills