Amazon Inventory Management logo

Amazon Inventory Management

Community
liangdabiao
amazon-inventory-management

FBA库存规划 — 补货时机、安全库存、IPI分数优化、滞留库存回收

Overview

Publisherliangdabiao
RepositoryAmazon-Skills-Liang
Skill nameamazon-inventory-management
Stars
99
Forks
20
Bundled files
1
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by liangdabiao on GitHub. Read the source before you install it.

Installation

Install the Amazon Inventory Management AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-inventory-management
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/liangdabiao/Amazon-Skills-Liang.git /tmp/Amazon-Skills-Liang
mkdir -p .claude/skills
cp -r /tmp/Amazon-Skills-Liang/skills/amazon-inventory-management .claude/skills/amazon-inventory-management
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Amazon Inventory Management in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Amazon Inventory Management on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Amazon Inventory Management is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Amazon 库存管理

FBA库存规划 — 补货时机、安全库存、IPI分数优化、滞留库存回收

支持的平台: Amazon(美国、英国、德国、加拿大、日本、澳大利亚及所有市场)。

使用方法

帮我处理亚马逊库存管理。

功能

  • FBA库存规划
  • 补货时机
  • 安全库存
  • IPI分数优化
  • 滞留库存回收

工作原理

第一步: 从用户消息中收集信息 — 产品、平台、当前状况和目标。

第二步: 用多选格式一次性提出所有后续问题。允许简写回答(如"1b 2c 3a")。

第三步: 使用下方的框架和方法论进行研究分析。

补货时机模型

补货点 = 日均销售 × (采购交期 + 运输时间 + 亚马逊入仓时间 + 安全缓冲天数)

  • 日均销售: 基于30-60天滚动平均以避免短期波动。
  • 采购交期: 与供应商确认(因供应商而异)。
  • 运输时间: 海运30-45天,空运5-10天。
  • 亚马逊入仓时间: 通常5-10个工作日,Q4旺季可能延长至2-3周。
  • 安全缓冲: 总补货周期的20-30%以应对不确定性。

安全库存计算方法

安全库存 = 服务水平因子 × 需求标准差 × √补货周期

关键因素:

  • 需求标准差: 反映销售波动性。
  • 补货周期: 反映供应链响应速度。
  • 服务水平目标: 建议95-98%。
  • 稳定产品 = 较低安全库存。季节性/波动产品 = 较高安全库存。
  • 还要考虑供应商交货可靠性、物流不确定性、亚马逊入仓延迟。

IPI分数优化机制

IPI(库存绩效指数)范围0-1000,基于四个维度:

  • 积压库存分数: 剩余库存比例。
  • 销售周转率: 相对于库存的销售量。
  • 滞留库存百分比: 没有活跃offer的库存。
  • 库存缺陷率: 缺少可销售信息的库存。

影响: 分数低于500阈值 = 施加FBA仓储限制,在下次季度评估前无法恢复。

优化操作:

  • 通过促销或清仓交易减少积压库存。
  • 通过增加销售或减少库存提高周转率。
  • 通过解决listing问题修复滞留库存。
  • 完善缺失的产品信息以减少库存缺陷。

滞留库存识别与回收

常见滞留库存原因:

  • listing被屏蔽或停用。
  • 产品信息不完整/不准确。
  • 政策违规。
  • ASIN被合并到错误的父listing下。

回收: 使用亚马逊的"修复滞留库存"工具识别原因并采取针对性纠正措施。滞留库存继续产生仓储费用但不产生销售。

季节性库存规划

  • Q1-Q2: 仓储容量相对充足,IPI压力较低。是优化库存效率的好时机。
  • Q3-Q4(旺季): 亚马逊收紧仓储限制,IPI变得关键。在Q4前清理积压库存并提高IPI。
  • Q4规划: 10-12月的库存需要通过海运在8-9月到达,以应对可能的延迟。
  • Q1(淡季): 控制补货节奏,清理前一年的积压库存。

数据来源

  • 无外部数据依赖。基于供应链管理理论(EOQ模型、服务水平理论)和亚马逊FBA政策文档。
  • 用户提供:销售速度数据、运输时间、供应商交期、当前库存状态。

局限性

  • 销售预测不确定性: 多种不可控因素影响亚马逊销售 — 竞品行动、算法变化、季节性需求、中断。新产品尤其难以预测。
  • 供应链延迟风险: 实际延迟可能超过计算。港口拥堵、海关检查、旺季入仓缓慢都可能导致断货,尽管计划周密。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Amazon Inventory Management AI skill do?

FBA库存规划 — 补货时机、安全库存、IPI分数优化、滞留库存回收

Why use Amazon Inventory Management on TypingMind?

Because you install it once and use it with any model. Amazon Inventory Management is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Amazon Inventory Management in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/liangdabiao/Amazon-Skills-Liang/tree/main/skills/amazon-inventory-management. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Amazon Inventory Management?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Amazon Inventory Management?

As many as you like. As long as a model supports skills, you can use Amazon Inventory Management with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Amazon Inventory Management AI skill free?

It is published on GitHub by liangdabiao. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Set up your own AI workspace now

Get notified about new features and future giveaways by subscribing to our newsletter 👇