亚马逊 Seller Assistant「创建卖家工作流程」和 Claude 插件 Beta 怎么安全地用：3 条可复制的指令（账户健康日报、冗余库存、按退货原因改 Listing），每条写清能做什么、何时停、怎么核对

Seller Assistant 是 Seller Central 里的对话助手，问一次答一次；工作流程是把多步任务存下来，按时间表或按需反复跑，不用每次重新提问；插件是把 Seller Assistant 的数据和能力接到 Amazon Quick 或 Claude 里用。三者的开放范围不一样。

插件帮助页「Data collection, privacy, and best practices」一节原文：「You are responsible for all actions taken by the agent, whether or not you directly initiated them. This includes any actions initiated by your connected AI assistant or its integrations. Your obligations under the Amazon Services Business Solutions Agreement remain unchanged, and all Selling Partner policies still apply.」

同一节接着写：「You can revoke access at any time from Manage Your Agents, though this will not reverse prior actions or data access.」

同一节还写明：授权后，账户和相关数据会发送到亚马逊控制范围之外的系统处理，受你的 AI 助手的服务条款和隐私政策约束；亚马逊不对 AI 助手如何处理你的数据负责；AI 助手还可能把数据分享给连接到它的第三方服务。

落到操作上就是一句话：先把能做的事收窄，再授权。撤销是兜底，不是后悔药。

下面 6 件事都对应帮助页的一句原文，做完再点 Activate Workflow。

Account Health Monitor 是官方预置模板之一，会按紧急程度标出问题。下面这条是自建版本，把「不许做什么」和「什么时候停」写死，适合想每天早上先看一眼的团队。

模式：只给建议（不执行任何操作）。在 Seller Assistant Workflows 页面点 Create Workflow，把下面这段英文粘进文本框，再按它的追问补全细节；时间和阈值按你的店铺改。

可复制指令：Every day at 9:00 AM Pacific, review my Account Health page and performance notifications. Recommendations only: do not take any action in my account. For each open item, list: the notification title, the date it was received, the policy or metric it belongs to, any response deadline shown, and the Seller Central page where I can see it. Rank items by urgency. If any item has a response deadline within the next 3 days, or if my Account Health Rating is no longer in Healthy status, put it at the top and mark it "Needs my decision today". Do not submit appeals, plans of action, or support cases, and do not edit, close, or delete any listing. If you cannot read a data source, say so instead of guessing.

官方新闻提到工作流程可以做补货、调价这类日常任务。库存相关的操作（移除订单、改价、促销）都直接影响钱，这条指令只让它算可售周数、给建议，决定留给你。

模式：只给建议（不执行任何操作）。在 Seller Assistant Workflows 页面点 Create Workflow，把下面这段英文粘进文本框，再按它的追问补全细节；时间和阈值按你的店铺改。

可复制指令：Every Monday, review my FBA inventory. Recommendations only: do not create removal orders, change prices, create promotions or coupons, or change any shipment plan. For each SKU, calculate weeks of cover = available units / average weekly units sold in the last 8 weeks. List SKUs with more than 26 weeks of cover, or with inventory that is approaching an aged-inventory surcharge, in a table with: SKU, available units, units sold in the last 8 weeks, weeks of cover, inventory age bucket, and the data source and date for each number. For each SKU, suggest one option (pause reorder, run a promotion, create a removal order, or keep) with a one-line reason, and leave the decision to me. If a SKU has been on sale for fewer than 8 weeks or the sales data is incomplete, mark it "Not enough data" and do not suggest an option.

这条是 3 条里唯一会改账户内容的。只放开五点和描述两类字段，并且每次修改都要你批准；凡是退货原因里出现安全问题，就停在提醒这一步，不改文案。Listing 宣称的边界见站上的合规认证速查。

模式：先给方案，每次修改都要我批准。在 Seller Assistant Workflows 页面点 Create Workflow，把下面这段英文粘进文本框，再按它的追问补全细节；时间和阈值按你的店铺改。

可复制指令：Every two weeks, review returns and return reasons from the last 30 days. Group returns by SKU and reason, and quote up to 3 buyer comments for each group. Only for a SKU with at least 5 returns sharing the same reason, draft changes to the bullet points or product description that set clearer expectations (size, fit, compatibility, what is included). Show the current text and the proposed text side by side. Do not change titles, prices, images, categories, variations, or brand fields. Do not add any claim that is not in my knowledge base, such as certifications, safety, medical, or "for kids" claims. Every listing change requires my approval before it runs. If any return reason or comment mentions injury, burning, smoke, overheating, battery, choking, or a safety concern, stop, do not draft any listing change for that SKU, and flag it at the top as "Safety: needs my review". Do not message buyers or issue refunds.

帮助页说 Seller Assistant 是 AI，会出错，建议用答案里的来源链接核对；免责声明也写明亚马逊不对依据回答产生的索赔负责。所以核对是常规动作，不是不信任。

Claude 端的步骤帮助页写得很短：在 Claude 的插件目录搜 Selling Partner plugin，安装，用亚马逊卖家账户登录，看清能访问什么再确认授权。授权后可能直接开通，也可能进候补名单，开通时会收到邮件。

本文没有美国站后台截图，功能和条款都按帮助页原文和官方新闻写，2026-11-05 核对；帮助页写明功能会持续更新，请以后台最新版本为准。3 条指令里的时间（每天 9:00、每周一、每两周）和阈值（3 天、26 周、8 周、5 单）都是示例，不是亚马逊规则。本文不构成法律意见；不承诺任何销售或利润结果。