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跨境电商选品工具
by
shenghoo123-png
· GitHub ↗
· v1.0.0
· MIT-0
110
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Install in OpenClaw
/install cross-border-ecommerce-kay
Description
提供跨境电商关键词分析、利润计算及AI Listing生成，支持亚马逊、eBay平台，助力精准选品与定价优化。
README (SKILL.md)
cross-border-ecommerce — 跨境电商选品工具
痛点
- 手动调研竞品数据费时费力，格式不统一
- 亚马逊/eBay平台费用计算复杂，容易算错利润
- AI Listing生成需要借助ChatGPT，提示词调优耗时
- 关键词研究工具价格昂贵（Ahrefs月费$99+）
场景
- 输入"wireless earbuds"，秒级获取搜索量、竞争度、趋势
- 计算产品成本$10、运费$3、售价$35的亚马逊FBA利润率
- 基于产品名+竞品数据，AI一键生成优化标题+5点描述
- 批量分析多个关键词，快速筛选高价值利基市场
定价
- 免费：关键词分析（10次/天）+ 利润计算器
- Pro 29元：无限关键词分析 + 竞品抓取 + AI Listing生成
- Team 99元：批量分析（100关键词）+ API调用 + 数据导出
指令格式
关键词分析
cross-border keyword \x3C关键词> # 分析单个关键词
cross-border keyword \x3C关键词> --json # JSON格式输出
批量关键词分析
cross-border keywords \x3C关键词1,关键词2,...> # 批量分析
利润计算
cross-border profit --cost 10 --shipping 3 --price 35 --platform amazon
cross-border profit --cost 50 --shipping 8 --price 199 --platform ebay --fba
cross-border suggest-price --cost 25 --margin 30 --platform amazon
AI Listing生成
cross-border listing "\x3C产品名称>" # 生成AI Listing
cross-border listing "\x3C产品名称>" --market US --platform amazon
示例输出
关键词分析
$ cross-border keyword "yoga mat"
📊 瑜伽垫 关键词分析
━━━━━━━━━━━━━━━━━━━━
🔍 搜索量: 67,000/月
📈 竞争度: 68% (中等)
📊 趋势: 稳定
💰 参考竞价: $1.50
🔗 相关词: exercise mat, pilates mat, non slip yoga mat
利润计算
$ cross-border profit --cost 15 --shipping 4 --price 49.99 --platform amazon --fba
💰 亚马逊 FBA 利润分析
━━━━━━━━━━━━━━━━━━━━
📦 产品成本: $15.00
🚢 运费: $4.00
🏭 平台费: $7.50
💳 推荐费 (15%): $7.50
📊 总成本: $34.00
💵 售价: $49.99
━━━━━━━━━━━━━━━━━━━━
✅ 利润: $15.99
📈 利润率: 32.0% (优秀)
技术栈
- Python 3.9+ / Flask 3.0
- OpenAI API（可选，用于AI Listing生成）
- 关键词数据库（内置热门品类模拟数据）
适用平台
- Amazon（全站点）
- eBay
- Shopify（DTC选品参考）
Usage Guidance
This package appears to do what it claims: keyword mocks, competitor mocks, profit math, and optional OpenAI-based listing generation. Things to consider before installing/running:
- OPENAI_API_KEY is optional but if you provide it the app will send product/keyword data to OpenAI — only supply it if you trust the code and runtime environment.
- The README/Docker examples mention MySQL/Redis and show an insecure default password in an example; those are optional but avoid using insecure defaults in production.
- setup.sh only installs flask and flask-cors; run pip install -r requirements.txt (in a venv) before using features that need openai/redis/pymysql.
- The competitor scraper and keyword analyzer currently use simulated/mock data; they do not perform live scraping by default.
- Run the service in an isolated environment (virtualenv or container) and inspect the code if you plan to provide real API keys or expose it to the internet.
If you want, I can point out exact lines where OpenAI is used and suggest a minimal, safe command to run it in offline/mock mode.
Capability Analysis
Type: OpenClaw Skill
Name: cross-border-ecommerce-kay
Version: 1.0.0
The bundle is a legitimate tool for cross-border e-commerce analysis, providing a Flask web interface and a CLI for keyword research, profit calculation, and AI-based product listing generation. The code (app.py, cli.py, and services/) primarily uses mock data for its analysis features as disclosed in the README.md, with optional integration for the OpenAI API in services/ai_listing.py. No evidence of data exfiltration, malicious execution, or unauthorized persistence was found. While app.py defaults to Flask's debug mode (a minor security vulnerability), the overall intent and implementation are consistent with the stated purpose of a development MVP.
Capability Tags
Capability Assessment
Purpose & Capability
The code, README and SKILL.md all align: keyword analysis, competitor mock data, profit calculator and optional OpenAI-based listing generation. The skill does not request unrelated credentials. Minor inconsistency: requirements.txt includes DB/Redis libraries and Docker examples show MySQL/Redis usage (optional), but runtime code uses mock data by default; real integrations are optional and documented.
Instruction Scope
Runtime instructions (CLI and HTTP API) and SKILL.md stay within the described domain. The code does not read arbitrary system files or attempt to collect unrelated environment data. If an OPENAI_API_KEY is provided the service will call OpenAI; otherwise it falls back to mock data.
Install Mechanism
No registry install spec is provided (low risk). A setup.sh exists but installs only flask and flask-cors rather than the full requirements.txt. There are no external download URLs or archive extracts; all source is included in the package. You should update the install steps to pip install -r requirements.txt before use.
Credentials
The package metadata declares no required env vars, which is consistent with the tool working in mock mode; however the code optionally uses OPENAI_API_KEY (to call OpenAI) and docs show optional DB/Redis environment settings. Requiring an OpenAI key is proportional to the optional AI Listing feature but you should not supply keys unless you trust the runtime environment.
Persistence & Privilege
No special persistence or elevated privileges are requested. always:false and agent-autonomy defaults are fine. The skill does not modify other skills or system-wide configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install cross-border-ecommerce-kay - After installation, invoke the skill by name or use
/cross-border-ecommerce-kay - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
cross-border-ecommerce-kay 1.0.0 — 跨境电商选品工具上线！
- 提供关键词分析、利润计算、AI Listing生成等一站式跨境电商工具
- 支持亚马逊、eBay等主流平台费用计算与利率分析
- 快速获取关键词搜索量、竞争度及趋势，辅助选品决策
- 集成AI一键生成产品标题和描述，提高上新效率
- 多档定价，包含免费额度及批量分析、API等高级功能
Metadata
Frequently Asked Questions
What is 跨境电商选品工具?
提供跨境电商关键词分析、利润计算及AI Listing生成，支持亚马逊、eBay平台，助力精准选品与定价优化。 It is an AI Agent Skill for Claude Code / OpenClaw, with 110 downloads so far.
How do I install 跨境电商选品工具?
Run "/install cross-border-ecommerce-kay" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 跨境电商选品工具 free?
Yes, 跨境电商选品工具 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 跨境电商选品工具 support?
跨境电商选品工具 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 跨境电商选品工具?
It is built and maintained by shenghoo123-png (@shenghoo123-png); the current version is v1.0.0.
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