别人正在用的跨境 Agent 做法。偷一个灵感。https://crossagent.maoxunxing.com/zh-CNhttps://crossagent.maoxunxing.com/cases/amzn-selling-partner-agentic-toolkit/https://crossagent.maoxunxing.com/cases/amzn-selling-partner-agentic-toolkit/据官方仓库：技能经 Selling Partner Connector MCP 读取卖家账号。授权走 Seller Central，可用工具受角色限制。改 Listing、改价、入库确认等写操作只出草稿，等人批准。Sat, 17 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/amzn-sp-api-local-mcp/https://crossagent.maoxunxing.com/cases/amzn-sp-api-local-mcp/据官方讨论 #382：npm 包同时提供开发助手与工作流两套本地 MCP。助手覆盖文档、目录、示例、迁移与代码审阅；工作流用自然语言拼多步调用。除实调外，多数工具不需要凭证。Sat, 17 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-shopify-listing-from-images-gpt4o/https://crossagent.maoxunxing.com/cases/n8n-shopify-listing-from-images-gpt4o/据 n8n 模板：Webhook 或手机上传图片，UploadToURL 托管后由 GPT-4o Vision 生成标题、HTML 描述、SEO 标签与类目，再写入 Shopify 或 WooCommerce。可先存草稿等人审。Sat, 17 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-amazon-ads-gpt4o-bid-budget/https://crossagent.maoxunxing.com/cases/n8n-amazon-ads-gpt4o-bid-budget/据 n8n 官方模板：从 Google Drive 拉取 Sponsored Products 五类报表，GPT-4o 分析活动／搜索词／版位／预算，结构化优化建议发到 Gmail；不自动改价。Fri, 16 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-amazon-reviews-apify-gemini/https://crossagent.maoxunxing.com/cases/n8n-amazon-reviews-apify-gemini/据 n8n 官方模板：Apify 抓指定 ASIN 的 1–2 星评，Gemini 打情感分、归类（质量／设计／物流等）并给改进建议，写入 Google Sheets，Slack 通知批次完成。Fri, 16 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/tirnav-amazon-spapi-ads-mcp/https://crossagent.maoxunxing.com/cases/tirnav-amazon-spapi-ads-mcp/据 Tirnav 公开文：用 MCP 把 SP-API（订单／库存／Listing）与 Ads API（活动／搜索词／预算）做成只读工具，跨库回答「快断货还在烧广告」类问题；写操作分草稿与人审。Fri, 16 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/claude-code-crossborder-listing-rewrites/https://crossagent.maoxunxing.com/cases/claude-code-crossborder-listing-rewrites/据公开 X 帖摘要：从业者用 Claude Code 处理跨境供应商工作簿与 Listing 改写，并强调先分清「真有用」与「听起来像有用」。Wed, 07 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-shopify-email-return-refunds-claude/https://crossagent.maoxunxing.com/cases/n8n-shopify-email-return-refunds-claude/据 n8n 官方模板（约一周前更新）：Gmail returns 标签进线，Claude 只抽单号/商品/原因，资格与金额走代码与 Shopify suggestedRefund，Slack 批准后才 refundCreate。Wed, 07 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/amzscout-mcp-niche-validation/https://crossagent.maoxunxing.com/cases/amzscout-mcp-niche-validation/据 GitHub README：托管 MCP 把 AMZScout 市场情报接到 Claude/ChatGPT/Cursor，覆盖选品、关键词、Listing 与 PPC 规划提示。Thu, 01 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/soldscope-mcp-live-amazon-data/https://crossagent.maoxunxing.com/cases/soldscope-mcp-live-amazon-data/据产品页公开说明：MCP 把关键词、类目筛选与实时 ASIN 数据暴露给 Agent，避免模型瞎猜市场数字。Thu, 01 Oct 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/shushangyun-trade-docs-agent/https://crossagent.maoxunxing.com/cases/shushangyun-trade-docs-agent/据数商云中文公开方案：跨境贸易 AI Agent 先做单证辅助——多格式解析、合同/发票/装箱单一致性校验、模板预填；终稿与法律责任仍人工审核。Mon, 28 Sep 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/hn-adchestra-google-ads-mcp-shopify/https://crossagent.maoxunxing.com/cases/hn-adchestra-google-ads-mcp-shopify/据 Show HN：Shopify 店主跑 Google Ads 难拿正 ROAS，官方 Ads MCP 只读；他们做了托管读写 MCP，连 Ads／GA4／GTM，每次写操作在 Claude 里 Deny／Allow once／Allow always。Thu, 03 Sep 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/search-term-negatives-with-ai-assist/https://crossagent.maoxunxing.com/cases/search-term-negatives-with-ai-assist/据 AMZBase 方法文 + Trellis 工作流思路：否词阈值按自己的转化率/边际算；可用 AI 辅助分类，但别让模型替你定阈值。Tue, 01 Sep 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/shopify-agent-ads-product-feed/https://crossagent.maoxunxing.com/cases/shopify-agent-ads-product-feed/据 GitHub 公开配方：在 Cursor/Claude 等通过 MCP 查 Shopify 订单与商品，生成 Google 购物 Feed、VIP 人群与「正在投又快断货」清单。Tue, 01 Sep 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/tariff-code-compliance-chatgpt-hts/https://crossagent.maoxunxing.com/cases/tariff-code-compliance-chatgpt-hts/据 Tariff Code Compliance 公开文档：在 ChatGPT 接插件/MCP，对当前税则版本做归类研究、引用证据与否决项；结果为非约束性研究，不可当报关裁定。Tue, 01 Sep 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/amz-n8n-inventory-alerts-approval-gate/https://crossagent.maoxunxing.com/cases/amz-n8n-inventory-alerts-approval-gate/据 AMZ Global Experts 公开文：SP-API 拉 FBA 库存与动销，算可售天数，AI 起草补货建议，采购承诺必须过人审。Sat, 01 Aug 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/amz-n8n-ppc-anomaly-alerts/https://crossagent.maoxunxing.com/cases/amz-n8n-ppc-anomaly-alerts/据同一公开文：把广告数据拉进 n8n，标记 ACOS 漂移、无转化浪费与预算过早耗尽，走「有事再找我」而非天天盯盘。Sat, 01 Aug 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/sorftime-mcp-blue-ocean-research/https://crossagent.maoxunxing.com/cases/sorftime-mcp-blue-ocean-research/据公开教程：安装 Sorftime Seller Agent（MCP）后，用 Claude Code / Cursor 等查询类目、竞争与 FBA 盈亏，替代多标签页翻数据。Mon, 27 Jul 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-amazon-sp-api-reports-tsv/https://crossagent.maoxunxing.com/cases/n8n-amazon-sp-api-reports-tsv/据 n8n 官方模板：LWA 换 token → Reports API 建报 → 轮询 DONE → 下载（可选 GZIP 解压）→ 按行解析 TSV，供下游库存/对账/广告分析。Tue, 14 Jul 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/chatgpt-design-amazon-ppc-workflow/https://crossagent.maoxunxing.com/cases/chatgpt-design-amazon-ppc-workflow/据 Trellis 公开文（2026-06）：让 ChatGPT 把目标、输入、阈值、输出与审批关写成 SOP；它不能直连账户改出价。Thu, 25 Jun 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-claude-shopify-slack-ops-agent/https://crossagent.maoxunxing.com/cases/n8n-claude-shopify-slack-ops-agent/据 n8n 模板：Webhook 进单 → 并行拉订单与库存 → Claude 分意图（查单/库存/退款/一般）→ 执行或 Slack 升级并落库。Mon, 01 Jun 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-fedex-ups-dhl-tracking-aggregate/https://crossagent.maoxunxing.com/cases/n8n-fedex-ups-dhl-tracking-aggregate/据 n8n 官方模板：每 15 分钟拉取未完结货件，按承运商查轨迹，归一化为 PRE_TRANSIT/IN_TRANSIT/EXCEPTION 等，写入同一张表；429/5xx 走断路器。Mon, 01 Jun 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-whatsapp-freight-quote-gemini-warp/https://crossagent.maoxunxing.com/cases/n8n-whatsapp-freight-quote-gemini-warp/据 n8n 官方模板：WhatsApp 进线 → HighLevel 查联系人/DND → Gemini 按固定顺序收齐起讫、重量等 → Warp LTL 报价并加佣金后回复。Mon, 01 Jun 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/reddit-n8n-chatgpt-refund-fraud-alerts/https://crossagent.maoxunxing.com/cases/reddit-n8n-chatgpt-refund-fraud-alerts/据 r/n8n 公开帖：退款请求触发 n8n 拉订单与退货数据 → ChatGPT 判欺诈风险档与理由 → Gmail 告警卖家。帖主给了测试样例与工作流仓库链接；评论提醒空数据会静默标低风险。Sat, 09 May 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/shopify-chat-connectors-manage-store/https://crossagent.maoxunxing.com/cases/shopify-chat-connectors-manage-store/据 Shopify 官网 Build with AI：商家可用 ChatGPT/Claude 等连接店铺，自然语言加品、查单、改价与拉报表；权限可随时收回。Fri, 01 May 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/chatgpt-amazon-niche-validation/https://crossagent.maoxunxing.com/cases/chatgpt-amazon-niche-validation/据公开博客摘要：ChatGPT 适合分析你粘贴的竞品/评论/BSR，不能当实时数据库；工作流是工具取数 → AI 结构化评估。Mon, 13 Apr 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/competitor-listing-deconstruction-chatgpt/https://crossagent.maoxunxing.com/cases/competitor-listing-deconstruction-chatgpt/据同一篇公开博客：把竞品标题/五点/描述整段粘贴，让 ChatGPT 拆关键词优先级、异议预埋与评论未覆盖点。Mon, 13 Apr 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/review-mining-pain-points-chatgpt/https://crossagent.maoxunxing.com/cases/review-mining-pain-points-chatgpt/据公开博客：粘贴 30–50 条近期评论，抽出高频抱怨/喜爱、缺失功能与买家原话，用作 Listing 与 PPC 用语。Mon, 13 Apr 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/reddit-shopify-ai-toolkit-mcp-bulk/https://crossagent.maoxunxing.com/cases/reddit-shopify-ai-toolkit-mcp-bulk/据 r/shopify 公开帖：卖家用 Claude Code／Cursor 连 Shopify MCP，自然语言批量改集合内 SEO 标题、库存与折扣；帖文强调无撤销、先在开发店试验。Fri, 10 Apr 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/cosmo-listing-title-bullets-chatgpt/https://crossagent.maoxunxing.com/cases/cosmo-listing-title-bullets-chatgpt/据 ZonGuru 公开指南（2026-03）：面向 Amazon COSMO/Rufus，用 ChatGPT 写前 70 字可读的标题与可解析的属性—利益五点。Tue, 17 Mar 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/negative-review-response-chatgpt/https://crossagent.maoxunxing.com/cases/negative-review-response-chatgpt/据同一公开 Prompt 库：粘贴差评原文，生成不辩解、给具体解决、邀请私信的短回复（约 100 词内）。Tue, 17 Mar 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-amazon-product-scrape-gpt4-sheets/https://crossagent.maoxunxing.com/cases/n8n-amazon-product-scrape-gpt4-sheets/据 n8n 官方模板：Sheets 读 ASIN/URL → Scrape.do 取 HTML → 清洗预抽 → GPT-4 校验名称/价格/评分/评论数/描述 → 追加结果表，供竞品与选品跟踪。Sat, 14 Feb 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/n8n-whatsapp-shopify-support-agent/https://crossagent.maoxunxing.com/cases/n8n-whatsapp-shopify-support-agent/据 n8n 官方模板：WhatsApp 触发 → 意图路由 → Orders/Products Agent 调 Shopify API → 回复或转人工；强调少传 PII。Sun, 01 Feb 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/epinium-n8n-customer-inquiry-agent/https://crossagent.maoxunxing.com/cases/epinium-n8n-customer-inquiry-agent/据同一公开文：客服 Agent 查订单与政策后自动结案或带上下文交人审；适合「物流到哪了」类高频问题。Thu, 15 Jan 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/epinium-n8n-inventory-intelligence/https://crossagent.maoxunxing.com/cases/epinium-n8n-inventory-intelligence/据 Epinium 公开文：库存 Agent 不只阈值告警，还会结合销量速度、供应商交期与促销计划生成带理由的补货优先级。Thu, 15 Jan 2026 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/yundadesk-customs-clearance-ai-scripts/https://crossagent.maoxunxing.com/cases/yundadesk-customs-clearance-ai-scripts/据 YundaDesk 中文公开文：把清关状态翻译成人话，按目的国政策进知识库；AI 先解释，退款/赔付/改价必须人工审批。Mon, 22 Dec 2025 00:00:00 GMThttps://crossagent.maoxunxing.com/cases/chatgpt-fba-prep-labels-compliance/https://crossagent.maoxunxing.com/cases/chatgpt-fba-prep-labels-compliance/据 IntelliBrand 公开通讯（2025-07-21）：先对照亚马逊包装要求，再用 ChatGPT 为供应商/3PL 生成贴标、聚袋、装箱与可打印核对清单，减少拒收。Mon, 21 Jul 2025 00:00:00 GMT